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commercial commercial JJ work_5q5kihz46jaevgqzflwcshzajm 1 40 research research NN work_5q5kihz46jaevgqzflwcshzajm 1 41 and and CC work_5q5kihz46jaevgqzflwcshzajm 1 42 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 1 43 use use NN work_5q5kihz46jaevgqzflwcshzajm 1 44 including include VBG work_5q5kihz46jaevgqzflwcshzajm 1 45 without without IN work_5q5kihz46jaevgqzflwcshzajm 1 46 limitation limitation NN work_5q5kihz46jaevgqzflwcshzajm 1 47 use use NN work_5q5kihz46jaevgqzflwcshzajm 1 48 in in IN work_5q5kihz46jaevgqzflwcshzajm 1 49 instruction instruction NN work_5q5kihz46jaevgqzflwcshzajm 1 50 at at IN work_5q5kihz46jaevgqzflwcshzajm 1 51 your -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 1 52 institution institution NN work_5q5kihz46jaevgqzflwcshzajm 1 53 , , , work_5q5kihz46jaevgqzflwcshzajm 1 54 sending send VBG work_5q5kihz46jaevgqzflwcshzajm 1 55 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 1 56 to to IN work_5q5kihz46jaevgqzflwcshzajm 1 57 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 1 58 colleagues colleague NNS work_5q5kihz46jaevgqzflwcshzajm 1 59 that that WDT work_5q5kihz46jaevgqzflwcshzajm 1 60 you -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 1 61 know know VBP work_5q5kihz46jaevgqzflwcshzajm 1 62 , , , work_5q5kihz46jaevgqzflwcshzajm 1 63 and and CC work_5q5kihz46jaevgqzflwcshzajm 1 64 providing provide VBG work_5q5kihz46jaevgqzflwcshzajm 1 65 a a DT work_5q5kihz46jaevgqzflwcshzajm 1 66 copy copy NN work_5q5kihz46jaevgqzflwcshzajm 1 67 to to IN work_5q5kihz46jaevgqzflwcshzajm 1 68 your -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 1 69 institution institution NN work_5q5kihz46jaevgqzflwcshzajm 1 70 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 1 71 administrator administrator NN work_5q5kihz46jaevgqzflwcshzajm 1 72 . . . work_5q5kihz46jaevgqzflwcshzajm 2 1 All all DT work_5q5kihz46jaevgqzflwcshzajm 2 2 other other JJ work_5q5kihz46jaevgqzflwcshzajm 2 3 uses use NNS work_5q5kihz46jaevgqzflwcshzajm 2 4 , , , work_5q5kihz46jaevgqzflwcshzajm 2 5 reproduction reproduction NN work_5q5kihz46jaevgqzflwcshzajm 2 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 2 7 distribution distribution NN work_5q5kihz46jaevgqzflwcshzajm 2 8 , , , work_5q5kihz46jaevgqzflwcshzajm 2 9 including include VBG work_5q5kihz46jaevgqzflwcshzajm 2 10 without without IN work_5q5kihz46jaevgqzflwcshzajm 2 11 limitation limitation NN work_5q5kihz46jaevgqzflwcshzajm 2 12 commercial commercial JJ work_5q5kihz46jaevgqzflwcshzajm 2 13 reprints reprint NNS work_5q5kihz46jaevgqzflwcshzajm 2 14 , , , work_5q5kihz46jaevgqzflwcshzajm 2 15 selling sell VBG work_5q5kihz46jaevgqzflwcshzajm 2 16 or or CC work_5q5kihz46jaevgqzflwcshzajm 2 17 licensing licensing NN work_5q5kihz46jaevgqzflwcshzajm 2 18 copies copy NNS work_5q5kihz46jaevgqzflwcshzajm 2 19 or or CC work_5q5kihz46jaevgqzflwcshzajm 2 20 access access NN work_5q5kihz46jaevgqzflwcshzajm 2 21 , , , work_5q5kihz46jaevgqzflwcshzajm 2 22 or or CC work_5q5kihz46jaevgqzflwcshzajm 2 23 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NNS work_5q5kihz46jaevgqzflwcshzajm 3 3 , , , work_5q5kihz46jaevgqzflwcshzajm 3 4 permission permission NN work_5q5kihz46jaevgqzflwcshzajm 3 5 may may MD work_5q5kihz46jaevgqzflwcshzajm 3 6 be be VB work_5q5kihz46jaevgqzflwcshzajm 3 7 sought seek VBN work_5q5kihz46jaevgqzflwcshzajm 3 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 3 9 such such JJ work_5q5kihz46jaevgqzflwcshzajm 3 10 use use NN work_5q5kihz46jaevgqzflwcshzajm 3 11 through through IN work_5q5kihz46jaevgqzflwcshzajm 3 12 Elsevier Elsevier NNP work_5q5kihz46jaevgqzflwcshzajm 3 13 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 3 14 permissions permission NNS work_5q5kihz46jaevgqzflwcshzajm 3 15 site site NN work_5q5kihz46jaevgqzflwcshzajm 3 16 at at IN work_5q5kihz46jaevgqzflwcshzajm 3 17 : : : work_5q5kihz46jaevgqzflwcshzajm 3 18 http://www.elsevier.com/locate/permissionusematerial http://www.elsevier.com/locate/permissionusematerial NNP work_5q5kihz46jaevgqzflwcshzajm 3 19 http://www.elsevier.com/locate/permissionusematerial http://www.elsevier.com/locate/permissionusematerial NNP work_5q5kihz46jaevgqzflwcshzajm 3 20 A a DT work_5q5kihz46jaevgqzflwcshzajm 3 21 ut ut UH work_5q5kihz46jaevgqzflwcshzajm 3 22 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 3 23 r r NN work_5q5kihz46jaevgqzflwcshzajm 3 24 's 's POS work_5q5kihz46jaevgqzflwcshzajm 3 25 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 3 26 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 3 27 on on IN work_5q5kihz46jaevgqzflwcshzajm 3 28 al al NNP work_5q5kihz46jaevgqzflwcshzajm 3 29 co co NNP work_5q5kihz46jaevgqzflwcshzajm 3 30 py py NNP work_5q5kihz46jaevgqzflwcshzajm 3 31 Educational Educational NNP work_5q5kihz46jaevgqzflwcshzajm 3 32 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 3 33 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 3 34 : : : work_5q5kihz46jaevgqzflwcshzajm 3 35 A a DT work_5q5kihz46jaevgqzflwcshzajm 3 36 survey survey NN work_5q5kihz46jaevgqzflwcshzajm 3 37 from from IN work_5q5kihz46jaevgqzflwcshzajm 3 38 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 3 39 to to IN work_5q5kihz46jaevgqzflwcshzajm 3 40 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 3 41 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 3 42 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 3 43 * * NFP work_5q5kihz46jaevgqzflwcshzajm 3 44 , , , work_5q5kihz46jaevgqzflwcshzajm 3 45 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 3 46 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 3 47 Department Department NNP work_5q5kihz46jaevgqzflwcshzajm 3 48 of of IN work_5q5kihz46jaevgqzflwcshzajm 3 49 Computer Computer NNP work_5q5kihz46jaevgqzflwcshzajm 3 50 Sciences Sciences NNPS work_5q5kihz46jaevgqzflwcshzajm 3 51 , , , work_5q5kihz46jaevgqzflwcshzajm 3 52 University University NNP work_5q5kihz46jaevgqzflwcshzajm 3 53 of of IN work_5q5kihz46jaevgqzflwcshzajm 3 54 Cordoba Cordoba NNP work_5q5kihz46jaevgqzflwcshzajm 3 55 , , , work_5q5kihz46jaevgqzflwcshzajm 3 56 Cordoba Cordoba NNP work_5q5kihz46jaevgqzflwcshzajm 3 57 , , , work_5q5kihz46jaevgqzflwcshzajm 3 58 Spain Spain NNP work_5q5kihz46jaevgqzflwcshzajm 3 59 Abstract Abstract NNP work_5q5kihz46jaevgqzflwcshzajm 3 60 Currently Currently NNP work_5q5kihz46jaevgqzflwcshzajm 3 61 there there EX work_5q5kihz46jaevgqzflwcshzajm 3 62 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 3 63 an an DT work_5q5kihz46jaevgqzflwcshzajm 3 64 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work_5q5kihz46jaevgqzflwcshzajm 4 19 , , , work_5q5kihz46jaevgqzflwcshzajm 4 20 well well RB work_5q5kihz46jaevgqzflwcshzajm 4 21 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 4 22 known know VBN work_5q5kihz46jaevgqzflwcshzajm 4 23 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 4 24 content content NN work_5q5kihz46jaevgqzflwcshzajm 4 25 management management NN work_5q5kihz46jaevgqzflwcshzajm 4 26 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 4 27 , , , work_5q5kihz46jaevgqzflwcshzajm 4 28 and and CC work_5q5kihz46jaevgqzflwcshzajm 4 29 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 4 30 and and CC work_5q5kihz46jaevgqzflwcshzajm 4 31 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 4 32 web web NN work_5q5kihz46jaevgqzflwcshzajm 4 33 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 4 34 based base VBN work_5q5kihz46jaevgqzflwcshzajm 4 35 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 4 36 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 4 37 . . . 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datum NNS work_5q5kihz46jaevgqzflwcshzajm 6 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 6 7 each each DT work_5q5kihz46jaevgqzflwcshzajm 6 8 case case NN work_5q5kihz46jaevgqzflwcshzajm 6 9 , , , work_5q5kihz46jaevgqzflwcshzajm 6 10 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 6 11 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 6 12 tech- tech- NN work_5q5kihz46jaevgqzflwcshzajm 6 13 niques nique NNS work_5q5kihz46jaevgqzflwcshzajm 6 14 can can MD work_5q5kihz46jaevgqzflwcshzajm 6 15 be be VB work_5q5kihz46jaevgqzflwcshzajm 6 16 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 6 17 : : : work_5q5kihz46jaevgqzflwcshzajm 6 18 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 6 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 6 20 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 6 21 ; ; , work_5q5kihz46jaevgqzflwcshzajm 6 22 clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 6 23 , , , work_5q5kihz46jaevgqzflwcshzajm 6 24 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 6 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 6 26 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 6 27 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 6 28 ; ; , work_5q5kihz46jaevgqzflwcshzajm 6 29 association association NNP work_5q5kihz46jaevgqzflwcshzajm 6 30 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 6 31 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 6 32 and and CC work_5q5kihz46jaevgqzflwcshzajm 6 33 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 6 34 min- min- NNP work_5q5kihz46jaevgqzflwcshzajm 6 35 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 6 36 ; ; : work_5q5kihz46jaevgqzflwcshzajm 6 37 and and CC work_5q5kihz46jaevgqzflwcshzajm 6 38 text text NN work_5q5kihz46jaevgqzflwcshzajm 6 39 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 6 40 . . . work_5q5kihz46jaevgqzflwcshzajm 7 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 7 2 success success NN work_5q5kihz46jaevgqzflwcshzajm 7 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 7 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 7 5 plentiful plentiful JJ work_5q5kihz46jaevgqzflwcshzajm 7 6 work work NN work_5q5kihz46jaevgqzflwcshzajm 7 7 needs need VBZ work_5q5kihz46jaevgqzflwcshzajm 7 8 much much RB work_5q5kihz46jaevgqzflwcshzajm 7 9 more more JJR work_5q5kihz46jaevgqzflwcshzajm 7 10 specialized specialized JJ work_5q5kihz46jaevgqzflwcshzajm 7 11 work work NN work_5q5kihz46jaevgqzflwcshzajm 7 12 in in IN work_5q5kihz46jaevgqzflwcshzajm 7 13 order order NN work_5q5kihz46jaevgqzflwcshzajm 7 14 for for IN work_5q5kihz46jaevgqzflwcshzajm 7 15 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 7 16 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 7 17 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 7 18 to to TO work_5q5kihz46jaevgqzflwcshzajm 7 19 become become VB work_5q5kihz46jaevgqzflwcshzajm 7 20 a a DT work_5q5kihz46jaevgqzflwcshzajm 7 21 mature mature JJ work_5q5kihz46jaevgqzflwcshzajm 7 22 area area NN work_5q5kihz46jaevgqzflwcshzajm 7 23 . . . work_5q5kihz46jaevgqzflwcshzajm 8 1 � � NNP work_5q5kihz46jaevgqzflwcshzajm 8 2 2006 2006 CD work_5q5kihz46jaevgqzflwcshzajm 8 3 Elsevier Elsevier NNP work_5q5kihz46jaevgqzflwcshzajm 8 4 Ltd. Ltd. NNP work_5q5kihz46jaevgqzflwcshzajm 8 5 All all DT work_5q5kihz46jaevgqzflwcshzajm 8 6 rights right NNS work_5q5kihz46jaevgqzflwcshzajm 8 7 reserved reserve VBN work_5q5kihz46jaevgqzflwcshzajm 8 8 . . . work_5q5kihz46jaevgqzflwcshzajm 9 1 Keywords keyword NNS work_5q5kihz46jaevgqzflwcshzajm 9 2 : : : work_5q5kihz46jaevgqzflwcshzajm 9 3 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 9 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 9 5 ; ; : work_5q5kihz46jaevgqzflwcshzajm 9 6 Educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 9 7 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 9 8 ; ; : work_5q5kihz46jaevgqzflwcshzajm 9 9 Web web NN work_5q5kihz46jaevgqzflwcshzajm 9 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 9 11 ; ; : work_5q5kihz46jaevgqzflwcshzajm 9 12 Web web NN work_5q5kihz46jaevgqzflwcshzajm 9 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 9 14 based base VBN work_5q5kihz46jaevgqzflwcshzajm 9 15 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 9 16 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 9 17 1 1 CD work_5q5kihz46jaevgqzflwcshzajm 9 18 . . . work_5q5kihz46jaevgqzflwcshzajm 10 1 Introduction introduction NN work_5q5kihz46jaevgqzflwcshzajm 10 2 During during IN work_5q5kihz46jaevgqzflwcshzajm 10 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 10 4 past past JJ work_5q5kihz46jaevgqzflwcshzajm 10 5 decades decade NNS work_5q5kihz46jaevgqzflwcshzajm 10 6 , , , work_5q5kihz46jaevgqzflwcshzajm 10 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 10 8 most most RBS work_5q5kihz46jaevgqzflwcshzajm 10 9 important important JJ work_5q5kihz46jaevgqzflwcshzajm 10 10 innova- innova- JJ work_5q5kihz46jaevgqzflwcshzajm 10 11 tions tion NNS work_5q5kihz46jaevgqzflwcshzajm 10 12 in in IN work_5q5kihz46jaevgqzflwcshzajm 10 13 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 10 14 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 10 15 are be VBP work_5q5kihz46jaevgqzflwcshzajm 10 16 related relate VBN work_5q5kihz46jaevgqzflwcshzajm 10 17 to to IN work_5q5kihz46jaevgqzflwcshzajm 10 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 10 19 introduction introduction NN work_5q5kihz46jaevgqzflwcshzajm 10 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 10 21 new new JJ work_5q5kihz46jaevgqzflwcshzajm 10 22 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 10 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 10 24 Ha ha UH work_5q5kihz46jaevgqzflwcshzajm 10 25 , , , work_5q5kihz46jaevgqzflwcshzajm 10 26 Bae Bae NNP work_5q5kihz46jaevgqzflwcshzajm 10 27 , , , work_5q5kihz46jaevgqzflwcshzajm 10 28 & & CC work_5q5kihz46jaevgqzflwcshzajm 10 29 Park Park NNP work_5q5kihz46jaevgqzflwcshzajm 10 30 , , , work_5q5kihz46jaevgqzflwcshzajm 10 31 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 10 32 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 10 33 as as IN work_5q5kihz46jaevgqzflwcshzajm 10 34 web web NN work_5q5kihz46jaevgqzflwcshzajm 10 35 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 10 36 based base VBN work_5q5kihz46jaevgqzflwcshzajm 10 37 education education NN work_5q5kihz46jaevgqzflwcshzajm 10 38 . . . work_5q5kihz46jaevgqzflwcshzajm 11 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 11 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 11 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 11 4 form form NN work_5q5kihz46jaevgqzflwcshzajm 11 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 11 6 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 11 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 11 8 aided aid VBN work_5q5kihz46jaevgqzflwcshzajm 11 9 instruction instruction NN work_5q5kihz46jaevgqzflwcshzajm 11 10 virtually virtually RB work_5q5kihz46jaevgqzflwcshzajm 11 11 independent independent JJ work_5q5kihz46jaevgqzflwcshzajm 11 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 11 13 a a DT work_5q5kihz46jaevgqzflwcshzajm 11 14 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 11 15 location location NN work_5q5kihz46jaevgqzflwcshzajm 11 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 11 17 any any DT work_5q5kihz46jaevgqzflwcshzajm 11 18 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 11 19 hardware hardware NN work_5q5kihz46jaevgqzflwcshzajm 11 20 platform platform NN work_5q5kihz46jaevgqzflwcshzajm 11 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 11 22 Brusilovsky Brusilovsky NNP work_5q5kihz46jaevgqzflwcshzajm 11 23 & & CC work_5q5kihz46jaevgqzflwcshzajm 11 24 Peylo Peylo NNP work_5q5kihz46jaevgqzflwcshzajm 11 25 , , , work_5q5kihz46jaevgqzflwcshzajm 11 26 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 11 27 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 11 28 . . . work_5q5kihz46jaevgqzflwcshzajm 12 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 12 2 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 12 3 con- con- NN work_5q5kihz46jaevgqzflwcshzajm 12 4 siderably siderably RB work_5q5kihz46jaevgqzflwcshzajm 12 5 gained gain VBN work_5q5kihz46jaevgqzflwcshzajm 12 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 12 7 importance importance NN work_5q5kihz46jaevgqzflwcshzajm 12 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 12 9 thousands thousand NNS work_5q5kihz46jaevgqzflwcshzajm 12 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 12 11 web web NN work_5q5kihz46jaevgqzflwcshzajm 12 12 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 12 13 have have VBP work_5q5kihz46jaevgqzflwcshzajm 12 14 been be VBN work_5q5kihz46jaevgqzflwcshzajm 12 15 deployed deploy VBN work_5q5kihz46jaevgqzflwcshzajm 12 16 in in IN work_5q5kihz46jaevgqzflwcshzajm 12 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 12 18 past past JJ work_5q5kihz46jaevgqzflwcshzajm 12 19 few few JJ work_5q5kihz46jaevgqzflwcshzajm 12 20 years year NNS work_5q5kihz46jaevgqzflwcshzajm 12 21 . . . work_5q5kihz46jaevgqzflwcshzajm 13 1 But but CC work_5q5kihz46jaevgqzflwcshzajm 13 2 many many JJ work_5q5kihz46jaevgqzflwcshzajm 13 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 13 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 13 5 current current JJ work_5q5kihz46jaevgqzflwcshzajm 13 6 web web NN work_5q5kihz46jaevgqzflwcshzajm 13 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 13 8 based base VBN work_5q5kihz46jaevgqzflwcshzajm 13 9 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 13 10 are be VBP work_5q5kihz46jaevgqzflwcshzajm 13 11 based base VBN work_5q5kihz46jaevgqzflwcshzajm 13 12 on on IN work_5q5kihz46jaevgqzflwcshzajm 13 13 static static JJ work_5q5kihz46jaevgqzflwcshzajm 13 14 learn- learn- JJ work_5q5kihz46jaevgqzflwcshzajm 13 15 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 13 16 materials material NNS work_5q5kihz46jaevgqzflwcshzajm 13 17 , , , work_5q5kihz46jaevgqzflwcshzajm 13 18 which which WDT work_5q5kihz46jaevgqzflwcshzajm 13 19 do do VBP work_5q5kihz46jaevgqzflwcshzajm 13 20 not not RB work_5q5kihz46jaevgqzflwcshzajm 13 21 take take VB work_5q5kihz46jaevgqzflwcshzajm 13 22 into into IN work_5q5kihz46jaevgqzflwcshzajm 13 23 account account NN work_5q5kihz46jaevgqzflwcshzajm 13 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 13 25 diversity diversity NN work_5q5kihz46jaevgqzflwcshzajm 13 26 of of IN work_5q5kihz46jaevgqzflwcshzajm 13 27 students student NNS work_5q5kihz46jaevgqzflwcshzajm 13 28 . . . work_5q5kihz46jaevgqzflwcshzajm 14 1 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 14 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 14 3 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 14 4 web web NN work_5q5kihz46jaevgqzflwcshzajm 14 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 14 6 based base VBN work_5q5kihz46jaevgqzflwcshzajm 14 7 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 14 8 tional tional JJ work_5q5kihz46jaevgqzflwcshzajm 14 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 14 10 have have VBP work_5q5kihz46jaevgqzflwcshzajm 14 11 been be VBN work_5q5kihz46jaevgqzflwcshzajm 14 12 seen see VBN work_5q5kihz46jaevgqzflwcshzajm 14 13 as as IN work_5q5kihz46jaevgqzflwcshzajm 14 14 a a DT work_5q5kihz46jaevgqzflwcshzajm 14 15 solution solution NN work_5q5kihz46jaevgqzflwcshzajm 14 16 to to TO work_5q5kihz46jaevgqzflwcshzajm 14 17 individually individually RB work_5q5kihz46jaevgqzflwcshzajm 14 18 richer rich JJR work_5q5kihz46jaevgqzflwcshzajm 14 19 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 14 20 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 14 21 . . . work_5q5kihz46jaevgqzflwcshzajm 15 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 15 2 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 15 3 try try VBP work_5q5kihz46jaevgqzflwcshzajm 15 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 15 5 offer offer VB work_5q5kihz46jaevgqzflwcshzajm 15 6 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 15 7 personalized personalize VBN work_5q5kihz46jaevgqzflwcshzajm 15 8 education education NN work_5q5kihz46jaevgqzflwcshzajm 15 9 by by IN work_5q5kihz46jaevgqzflwcshzajm 15 10 building build VBG work_5q5kihz46jaevgqzflwcshzajm 15 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 15 12 model model NN work_5q5kihz46jaevgqzflwcshzajm 15 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 15 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 15 15 individual individual NN work_5q5kihz46jaevgqzflwcshzajm 15 16 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 15 17 goals goal NNS work_5q5kihz46jaevgqzflwcshzajm 15 18 , , , work_5q5kihz46jaevgqzflwcshzajm 15 19 preferences preference NNS work_5q5kihz46jaevgqzflwcshzajm 15 20 , , , work_5q5kihz46jaevgqzflwcshzajm 15 21 and and CC work_5q5kihz46jaevgqzflwcshzajm 15 22 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 15 23 . . . work_5q5kihz46jaevgqzflwcshzajm 16 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 16 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 16 3 or or CC work_5q5kihz46jaevgqzflwcshzajm 16 4 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 16 5 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 16 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 16 7 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 16 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 16 9 KDD KDD NNP work_5q5kihz46jaevgqzflwcshzajm 16 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 16 11 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 16 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 16 13 automatic automatic JJ work_5q5kihz46jaevgqzflwcshzajm 16 14 extraction extraction NN work_5q5kihz46jaevgqzflwcshzajm 16 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 16 16 implicit implicit JJ work_5q5kihz46jaevgqzflwcshzajm 16 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 16 18 interesting interesting JJ work_5q5kihz46jaevgqzflwcshzajm 16 19 pat- pat- NN work_5q5kihz46jaevgqzflwcshzajm 16 20 terns tern NNS work_5q5kihz46jaevgqzflwcshzajm 16 21 from from IN work_5q5kihz46jaevgqzflwcshzajm 16 22 large large JJ work_5q5kihz46jaevgqzflwcshzajm 16 23 data data NN work_5q5kihz46jaevgqzflwcshzajm 16 24 collections collection NNS work_5q5kihz46jaevgqzflwcshzajm 16 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 16 26 Klosgen Klosgen NNP work_5q5kihz46jaevgqzflwcshzajm 16 27 & & CC work_5q5kihz46jaevgqzflwcshzajm 16 28 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 16 29 , , , work_5q5kihz46jaevgqzflwcshzajm 16 30 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 16 31 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 16 32 . . . work_5q5kihz46jaevgqzflwcshzajm 17 1 KDD KDD NNP work_5q5kihz46jaevgqzflwcshzajm 17 2 can can MD work_5q5kihz46jaevgqzflwcshzajm 17 3 be be VB work_5q5kihz46jaevgqzflwcshzajm 17 4 used use VBN work_5q5kihz46jaevgqzflwcshzajm 17 5 not not RB work_5q5kihz46jaevgqzflwcshzajm 17 6 only only RB work_5q5kihz46jaevgqzflwcshzajm 17 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 17 8 learn learn VB work_5q5kihz46jaevgqzflwcshzajm 17 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 17 10 model model NN work_5q5kihz46jaevgqzflwcshzajm 17 11 for for IN work_5q5kihz46jaevgqzflwcshzajm 17 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 17 13 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 17 14 process process NN work_5q5kihz46jaevgqzflwcshzajm 17 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 17 16 Hamalainen Hamalainen NNP work_5q5kihz46jaevgqzflwcshzajm 17 17 , , , work_5q5kihz46jaevgqzflwcshzajm 17 18 Suhonen Suhonen NNP work_5q5kihz46jaevgqzflwcshzajm 17 19 , , , work_5q5kihz46jaevgqzflwcshzajm 17 20 Sutinen Sutinen NNP work_5q5kihz46jaevgqzflwcshzajm 17 21 , , , work_5q5kihz46jaevgqzflwcshzajm 17 22 & & CC work_5q5kihz46jaevgqzflwcshzajm 17 23 Toivonen Toivonen NNP work_5q5kihz46jaevgqzflwcshzajm 17 24 , , , work_5q5kihz46jaevgqzflwcshzajm 17 25 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 17 26 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 17 27 or or CC work_5q5kihz46jaevgqzflwcshzajm 17 28 student student NN work_5q5kihz46jaevgqzflwcshzajm 17 29 modeling modeling NN work_5q5kihz46jaevgqzflwcshzajm 17 30 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 17 31 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 17 32 & & CC work_5q5kihz46jaevgqzflwcshzajm 17 33 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 17 34 , , , work_5q5kihz46jaevgqzflwcshzajm 17 35 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 17 36 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 17 37 but but CC work_5q5kihz46jaevgqzflwcshzajm 17 38 also also RB work_5q5kihz46jaevgqzflwcshzajm 17 39 to to TO work_5q5kihz46jaevgqzflwcshzajm 17 40 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 17 41 and and CC work_5q5kihz46jaevgqzflwcshzajm 17 42 to to TO work_5q5kihz46jaevgqzflwcshzajm 17 43 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 17 44 e e NN work_5q5kihz46jaevgqzflwcshzajm 17 45 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 17 46 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 17 47 sys- sys- NN work_5q5kihz46jaevgqzflwcshzajm 17 48 tems tem NNS work_5q5kihz46jaevgqzflwcshzajm 17 49 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 17 50 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 17 51 & & CC work_5q5kihz46jaevgqzflwcshzajm 17 52 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 17 53 , , , work_5q5kihz46jaevgqzflwcshzajm 17 54 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 17 55 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 17 56 by by IN work_5q5kihz46jaevgqzflwcshzajm 17 57 discovering discover VBG work_5q5kihz46jaevgqzflwcshzajm 17 58 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 17 59 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 17 60 information information NN work_5q5kihz46jaevgqzflwcshzajm 17 61 from from IN work_5q5kihz46jaevgqzflwcshzajm 17 62 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 17 63 portfolios portfolio NNS work_5q5kihz46jaevgqzflwcshzajm 17 64 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 17 65 Hwang Hwang NNP work_5q5kihz46jaevgqzflwcshzajm 17 66 , , , work_5q5kihz46jaevgqzflwcshzajm 17 67 Chang Chang NNP work_5q5kihz46jaevgqzflwcshzajm 17 68 , , , work_5q5kihz46jaevgqzflwcshzajm 17 69 & & CC work_5q5kihz46jaevgqzflwcshzajm 17 70 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 17 71 , , , work_5q5kihz46jaevgqzflwcshzajm 17 72 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 17 73 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 17 74 . . . work_5q5kihz46jaevgqzflwcshzajm 18 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 18 2 conventional conventional JJ work_5q5kihz46jaevgqzflwcshzajm 18 3 teaching teaching NN work_5q5kihz46jaevgqzflwcshzajm 18 4 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 18 5 , , , work_5q5kihz46jaevgqzflwcshzajm 18 6 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 18 7 are be VBP work_5q5kihz46jaevgqzflwcshzajm 18 8 able able JJ work_5q5kihz46jaevgqzflwcshzajm 18 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 18 10 obtain obtain VB work_5q5kihz46jaevgqzflwcshzajm 18 11 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 18 12 on on IN work_5q5kihz46jaevgqzflwcshzajm 18 13 student student NN work_5q5kihz46jaevgqzflwcshzajm 18 14 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 18 15 experiences experience NNS work_5q5kihz46jaevgqzflwcshzajm 18 16 in in IN work_5q5kihz46jaevgqzflwcshzajm 18 17 face face NN work_5q5kihz46jaevgqzflwcshzajm 18 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 18 19 to to IN work_5q5kihz46jaevgqzflwcshzajm 18 20 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 18 21 face face NN work_5q5kihz46jaevgqzflwcshzajm 18 22 interactions interaction NNS work_5q5kihz46jaevgqzflwcshzajm 18 23 with with IN work_5q5kihz46jaevgqzflwcshzajm 18 24 students student NNS work_5q5kihz46jaevgqzflwcshzajm 18 25 , , , work_5q5kihz46jaevgqzflwcshzajm 18 26 enabling enable VBG work_5q5kihz46jaevgqzflwcshzajm 18 27 a a DT work_5q5kihz46jaevgqzflwcshzajm 18 28 con- con- NN work_5q5kihz46jaevgqzflwcshzajm 18 29 tinual tinual JJ work_5q5kihz46jaevgqzflwcshzajm 18 30 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 18 31 of of IN work_5q5kihz46jaevgqzflwcshzajm 18 32 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 18 33 teaching teaching NN work_5q5kihz46jaevgqzflwcshzajm 18 34 programs program NNS work_5q5kihz46jaevgqzflwcshzajm 18 35 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 18 36 Sheard Sheard NNP work_5q5kihz46jaevgqzflwcshzajm 18 37 , , , work_5q5kihz46jaevgqzflwcshzajm 18 38 Ced- Ced- NNP work_5q5kihz46jaevgqzflwcshzajm 18 39 dia dia NN work_5q5kihz46jaevgqzflwcshzajm 18 40 , , , work_5q5kihz46jaevgqzflwcshzajm 18 41 Hurst Hurst NNP work_5q5kihz46jaevgqzflwcshzajm 18 42 , , , work_5q5kihz46jaevgqzflwcshzajm 18 43 & & CC work_5q5kihz46jaevgqzflwcshzajm 18 44 Tuovinen Tuovinen NNP work_5q5kihz46jaevgqzflwcshzajm 18 45 , , , work_5q5kihz46jaevgqzflwcshzajm 18 46 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 18 47 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 18 48 . . . work_5q5kihz46jaevgqzflwcshzajm 19 1 Decision decision NN work_5q5kihz46jaevgqzflwcshzajm 19 2 making making NN work_5q5kihz46jaevgqzflwcshzajm 19 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 19 4 classroom classroom NN work_5q5kihz46jaevgqzflwcshzajm 19 5 processes process NNS work_5q5kihz46jaevgqzflwcshzajm 19 6 involves involve VBZ work_5q5kihz46jaevgqzflwcshzajm 19 7 observing observe VBG work_5q5kihz46jaevgqzflwcshzajm 19 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 19 9 student student NN work_5q5kihz46jaevgqzflwcshzajm 19 10 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 19 11 behav- behav- NN work_5q5kihz46jaevgqzflwcshzajm 19 12 ior ior NNP work_5q5kihz46jaevgqzflwcshzajm 19 13 , , , work_5q5kihz46jaevgqzflwcshzajm 19 14 analyzing analyze VBG work_5q5kihz46jaevgqzflwcshzajm 19 15 historical historical JJ work_5q5kihz46jaevgqzflwcshzajm 19 16 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 19 17 , , , work_5q5kihz46jaevgqzflwcshzajm 19 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 19 19 estimating estimate VBG work_5q5kihz46jaevgqzflwcshzajm 19 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 19 21 effective- effective- JJ work_5q5kihz46jaevgqzflwcshzajm 19 22 ness ness NN work_5q5kihz46jaevgqzflwcshzajm 19 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 19 24 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 19 25 strategies strategy NNS work_5q5kihz46jaevgqzflwcshzajm 19 26 . . . work_5q5kihz46jaevgqzflwcshzajm 20 1 However however RB work_5q5kihz46jaevgqzflwcshzajm 20 2 , , , work_5q5kihz46jaevgqzflwcshzajm 20 3 when when WRB work_5q5kihz46jaevgqzflwcshzajm 20 4 students student NNS work_5q5kihz46jaevgqzflwcshzajm 20 5 work work VBP work_5q5kihz46jaevgqzflwcshzajm 20 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 20 7 electronic electronic JJ work_5q5kihz46jaevgqzflwcshzajm 20 8 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 20 9 , , , work_5q5kihz46jaevgqzflwcshzajm 20 10 this this DT work_5q5kihz46jaevgqzflwcshzajm 20 11 informal informal JJ work_5q5kihz46jaevgqzflwcshzajm 20 12 monitoring monitoring NN work_5q5kihz46jaevgqzflwcshzajm 20 13 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 20 14 not not RB work_5q5kihz46jaevgqzflwcshzajm 20 15 possible possible JJ work_5q5kihz46jaevgqzflwcshzajm 20 16 ; ; : work_5q5kihz46jaevgqzflwcshzajm 20 17 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 20 18 must must MD work_5q5kihz46jaevgqzflwcshzajm 20 19 look look VB work_5q5kihz46jaevgqzflwcshzajm 20 20 for for IN work_5q5kihz46jaevgqzflwcshzajm 20 21 other other JJ work_5q5kihz46jaevgqzflwcshzajm 20 22 ways way NNS work_5q5kihz46jaevgqzflwcshzajm 20 23 to to TO work_5q5kihz46jaevgqzflwcshzajm 20 24 attain attain VB work_5q5kihz46jaevgqzflwcshzajm 20 25 this this DT work_5q5kihz46jaevgqzflwcshzajm 20 26 information information NN work_5q5kihz46jaevgqzflwcshzajm 20 27 . . . work_5q5kihz46jaevgqzflwcshzajm 21 1 Organizations organization NNS work_5q5kihz46jaevgqzflwcshzajm 21 2 , , , work_5q5kihz46jaevgqzflwcshzajm 21 3 which which WDT work_5q5kihz46jaevgqzflwcshzajm 21 4 run run VBP work_5q5kihz46jaevgqzflwcshzajm 21 5 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 21 6 education education NN work_5q5kihz46jaevgqzflwcshzajm 21 7 sites site NNS work_5q5kihz46jaevgqzflwcshzajm 21 8 , , , work_5q5kihz46jaevgqzflwcshzajm 21 9 collect collect VB work_5q5kihz46jaevgqzflwcshzajm 21 10 large large JJ work_5q5kihz46jaevgqzflwcshzajm 21 11 volumes volume NNS work_5q5kihz46jaevgqzflwcshzajm 21 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 21 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 21 14 , , , work_5q5kihz46jaevgqzflwcshzajm 21 15 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 21 16 generated generate VBN work_5q5kihz46jaevgqzflwcshzajm 21 17 by by IN work_5q5kihz46jaevgqzflwcshzajm 21 18 web web NN work_5q5kihz46jaevgqzflwcshzajm 21 19 servers server NNS work_5q5kihz46jaevgqzflwcshzajm 21 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 21 21 collected collect VBN work_5q5kihz46jaevgqzflwcshzajm 21 22 in in IN work_5q5kihz46jaevgqzflwcshzajm 21 23 server server NN work_5q5kihz46jaevgqzflwcshzajm 21 24 access access NN work_5q5kihz46jaevgqzflwcshzajm 21 25 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 21 26 . . . work_5q5kihz46jaevgqzflwcshzajm 22 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 22 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 22 3 based base VBN work_5q5kihz46jaevgqzflwcshzajm 22 4 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 22 5 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 22 6 are be VBP work_5q5kihz46jaevgqzflwcshzajm 22 7 able able JJ work_5q5kihz46jaevgqzflwcshzajm 22 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 22 9 record record VB work_5q5kihz46jaevgqzflwcshzajm 22 10 most most JJS work_5q5kihz46jaevgqzflwcshzajm 22 11 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 22 12 behaviors behavior NNS work_5q5kihz46jaevgqzflwcshzajm 22 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 22 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 22 15 students student NNS work_5q5kihz46jaevgqzflwcshzajm 22 16 , , , work_5q5kihz46jaevgqzflwcshzajm 22 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 22 18 are be VBP work_5q5kihz46jaevgqzflwcshzajm 22 19 hence hence RB work_5q5kihz46jaevgqzflwcshzajm 22 20 able able JJ work_5q5kihz46jaevgqzflwcshzajm 22 21 to to TO work_5q5kihz46jaevgqzflwcshzajm 22 22 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 22 23 a a DT work_5q5kihz46jaevgqzflwcshzajm 22 24 huge huge JJ work_5q5kihz46jaevgqzflwcshzajm 22 25 amount amount NN work_5q5kihz46jaevgqzflwcshzajm 22 26 of of IN work_5q5kihz46jaevgqzflwcshzajm 22 27 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 22 28 profile profile NN work_5q5kihz46jaevgqzflwcshzajm 22 29 . . . work_5q5kihz46jaevgqzflwcshzajm 23 1 Recently recently RB work_5q5kihz46jaevgqzflwcshzajm 23 2 , , , work_5q5kihz46jaevgqzflwcshzajm 23 3 there there EX work_5q5kihz46jaevgqzflwcshzajm 23 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 23 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 23 6 growing grow VBG work_5q5kihz46jaevgqzflwcshzajm 23 7 interest interest NN work_5q5kihz46jaevgqzflwcshzajm 23 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 23 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 23 10 automatic automatic JJ work_5q5kihz46jaevgqzflwcshzajm 23 11 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 23 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 23 13 lear- lear- NNP work_5q5kihz46jaevgqzflwcshzajm 23 14 ner ner NNP work_5q5kihz46jaevgqzflwcshzajm 23 15 interaction interaction NNP work_5q5kihz46jaevgqzflwcshzajm 23 16 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 23 17 with with IN work_5q5kihz46jaevgqzflwcshzajm 23 18 web web NN work_5q5kihz46jaevgqzflwcshzajm 23 19 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 23 20 based base VBN work_5q5kihz46jaevgqzflwcshzajm 23 21 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 23 22 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 23 23 0957 0957 CD work_5q5kihz46jaevgqzflwcshzajm 23 24 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 23 25 4174/$ 4174/$ CD work_5q5kihz46jaevgqzflwcshzajm 23 26 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 23 27 see see VB work_5q5kihz46jaevgqzflwcshzajm 23 28 front front JJ work_5q5kihz46jaevgqzflwcshzajm 23 29 matter matter NN work_5q5kihz46jaevgqzflwcshzajm 23 30 � � ADD work_5q5kihz46jaevgqzflwcshzajm 23 31 2006 2006 CD work_5q5kihz46jaevgqzflwcshzajm 23 32 Elsevier Elsevier NNP work_5q5kihz46jaevgqzflwcshzajm 23 33 Ltd. Ltd. NNP work_5q5kihz46jaevgqzflwcshzajm 23 34 All all DT work_5q5kihz46jaevgqzflwcshzajm 23 35 rights right NNS work_5q5kihz46jaevgqzflwcshzajm 23 36 reserved reserve VBN work_5q5kihz46jaevgqzflwcshzajm 23 37 . . . work_5q5kihz46jaevgqzflwcshzajm 24 1 doi:10.1016 doi:10.1016 NNP work_5q5kihz46jaevgqzflwcshzajm 24 2 / / SYM work_5q5kihz46jaevgqzflwcshzajm 24 3 j.eswa.2006.04.005 j.eswa.2006.04.005 NNP work_5q5kihz46jaevgqzflwcshzajm 24 4 * * NFP work_5q5kihz46jaevgqzflwcshzajm 24 5 Corresponding Corresponding NNP work_5q5kihz46jaevgqzflwcshzajm 24 6 author author NN work_5q5kihz46jaevgqzflwcshzajm 24 7 . . . work_5q5kihz46jaevgqzflwcshzajm 25 1 Tel tel NN work_5q5kihz46jaevgqzflwcshzajm 25 2 . . . work_5q5kihz46jaevgqzflwcshzajm 26 1 : : : work_5q5kihz46jaevgqzflwcshzajm 26 2 +34 +34 NNP work_5q5kihz46jaevgqzflwcshzajm 26 3 957 957 CD work_5q5kihz46jaevgqzflwcshzajm 26 4 212172 212172 CD work_5q5kihz46jaevgqzflwcshzajm 26 5 ; ; : work_5q5kihz46jaevgqzflwcshzajm 26 6 fax fax NN work_5q5kihz46jaevgqzflwcshzajm 26 7 : : : work_5q5kihz46jaevgqzflwcshzajm 26 8 +34 +34 NNP work_5q5kihz46jaevgqzflwcshzajm 26 9 957 957 CD work_5q5kihz46jaevgqzflwcshzajm 26 10 218630 218630 CD work_5q5kihz46jaevgqzflwcshzajm 26 11 . . . work_5q5kihz46jaevgqzflwcshzajm 27 1 E e NN work_5q5kihz46jaevgqzflwcshzajm 27 2 - - NN work_5q5kihz46jaevgqzflwcshzajm 27 3 mail mail NN work_5q5kihz46jaevgqzflwcshzajm 27 4 address address NN work_5q5kihz46jaevgqzflwcshzajm 27 5 : : : work_5q5kihz46jaevgqzflwcshzajm 27 6 cromero@uco.es cromero@uco.es NNP work_5q5kihz46jaevgqzflwcshzajm 27 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 27 8 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 27 9 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 27 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 27 11 . . . work_5q5kihz46jaevgqzflwcshzajm 28 1 www.elsevier.com/locate/eswa www.elsevier.com/locate/eswa ADD work_5q5kihz46jaevgqzflwcshzajm 28 2 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 28 3 Systems system NNS work_5q5kihz46jaevgqzflwcshzajm 28 4 with with IN work_5q5kihz46jaevgqzflwcshzajm 28 5 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 28 6 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 28 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 28 8 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 28 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 28 10 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 28 11 Expert expert NN work_5q5kihz46jaevgqzflwcshzajm 28 12 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 28 13 with with IN work_5q5kihz46jaevgqzflwcshzajm 28 14 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 28 15 A A NNP work_5q5kihz46jaevgqzflwcshzajm 28 16 ut ut UH work_5q5kihz46jaevgqzflwcshzajm 28 17 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 28 18 r r NN work_5q5kihz46jaevgqzflwcshzajm 28 19 's 's POS work_5q5kihz46jaevgqzflwcshzajm 28 20 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 28 21 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 28 22 on on IN work_5q5kihz46jaevgqzflwcshzajm 28 23 al al NNP work_5q5kihz46jaevgqzflwcshzajm 28 24 co co NNP work_5q5kihz46jaevgqzflwcshzajm 28 25 py py NNP work_5q5kihz46jaevgqzflwcshzajm 28 26 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 28 27 Muehlenbrock Muehlenbrock NNP work_5q5kihz46jaevgqzflwcshzajm 28 28 , , , work_5q5kihz46jaevgqzflwcshzajm 28 29 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 28 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 28 31 . . . work_5q5kihz46jaevgqzflwcshzajm 29 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 29 2 order order NN work_5q5kihz46jaevgqzflwcshzajm 29 3 to to TO work_5q5kihz46jaevgqzflwcshzajm 29 4 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 29 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 29 6 more more RBR work_5q5kihz46jaevgqzflwcshzajm 29 7 effective effective JJ work_5q5kihz46jaevgqzflwcshzajm 29 8 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 29 9 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 29 10 , , , work_5q5kihz46jaevgqzflwcshzajm 29 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 29 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 29 13 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 29 14 can can MD work_5q5kihz46jaevgqzflwcshzajm 29 15 be be VB work_5q5kihz46jaevgqzflwcshzajm 29 16 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 29 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 29 18 Ingram Ingram NNP work_5q5kihz46jaevgqzflwcshzajm 29 19 , , , work_5q5kihz46jaevgqzflwcshzajm 29 20 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 29 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 29 22 . . . work_5q5kihz46jaevgqzflwcshzajm 30 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 30 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 30 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 30 4 a a DT work_5q5kihz46jaevgqzflwcshzajm 30 5 step step NN work_5q5kihz46jaevgqzflwcshzajm 30 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 30 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 30 8 overall overall JJ work_5q5kihz46jaevgqzflwcshzajm 30 9 process process NN work_5q5kihz46jaevgqzflwcshzajm 30 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 30 11 KDD KDD NNP work_5q5kihz46jaevgqzflwcshzajm 30 12 that that WDT work_5q5kihz46jaevgqzflwcshzajm 30 13 consists consist VBZ work_5q5kihz46jaevgqzflwcshzajm 30 14 of of IN work_5q5kihz46jaevgqzflwcshzajm 30 15 preprocessing preprocessing NN work_5q5kihz46jaevgqzflwcshzajm 30 16 , , , work_5q5kihz46jaevgqzflwcshzajm 30 17 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 30 18 min- min- JJ work_5q5kihz46jaevgqzflwcshzajm 30 19 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 30 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 30 21 postprocessing postprocesse VBG work_5q5kihz46jaevgqzflwcshzajm 30 22 . . . work_5q5kihz46jaevgqzflwcshzajm 31 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 31 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 31 3 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 31 4 already already RB work_5q5kihz46jaevgqzflwcshzajm 31 5 been be VBN work_5q5kihz46jaevgqzflwcshzajm 31 6 suc- suc- XX work_5q5kihz46jaevgqzflwcshzajm 31 7 cessfully cessfully RB work_5q5kihz46jaevgqzflwcshzajm 31 8 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 31 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 31 10 e e NNP work_5q5kihz46jaevgqzflwcshzajm 31 11 - - NN work_5q5kihz46jaevgqzflwcshzajm 31 12 commerce commerce NNP work_5q5kihz46jaevgqzflwcshzajm 31 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 31 14 Srivastava Srivastava NNP work_5q5kihz46jaevgqzflwcshzajm 31 15 , , , work_5q5kihz46jaevgqzflwcshzajm 31 16 Cooley Cooley NNP work_5q5kihz46jaevgqzflwcshzajm 31 17 , , , work_5q5kihz46jaevgqzflwcshzajm 31 18 Deshpande Deshpande NNP work_5q5kihz46jaevgqzflwcshzajm 31 19 , , , work_5q5kihz46jaevgqzflwcshzajm 31 20 & & CC work_5q5kihz46jaevgqzflwcshzajm 31 21 Tan Tan NNP work_5q5kihz46jaevgqzflwcshzajm 31 22 , , , work_5q5kihz46jaevgqzflwcshzajm 31 23 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 31 24 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 31 25 , , , work_5q5kihz46jaevgqzflwcshzajm 31 26 and and CC work_5q5kihz46jaevgqzflwcshzajm 31 27 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 31 28 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 31 29 begun begin VBN work_5q5kihz46jaevgqzflwcshzajm 31 30 to to TO work_5q5kihz46jaevgqzflwcshzajm 31 31 be be VB work_5q5kihz46jaevgqzflwcshzajm 31 32 used use VBN work_5q5kihz46jaevgqzflwcshzajm 31 33 in in IN work_5q5kihz46jaevgqzflwcshzajm 31 34 e e NN work_5q5kihz46jaevgqzflwcshzajm 31 35 - - NN work_5q5kihz46jaevgqzflwcshzajm 31 36 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 31 37 with with IN work_5q5kihz46jaevgqzflwcshzajm 31 38 promising promising JJ work_5q5kihz46jaevgqzflwcshzajm 31 39 results result NNS work_5q5kihz46jaevgqzflwcshzajm 31 40 . . . work_5q5kihz46jaevgqzflwcshzajm 32 1 Although although IN work_5q5kihz46jaevgqzflwcshzajm 32 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 32 3 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 32 4 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 32 5 used use VBN work_5q5kihz46jaevgqzflwcshzajm 32 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 32 7 both both DT work_5q5kihz46jaevgqzflwcshzajm 32 8 areas area NNS work_5q5kihz46jaevgqzflwcshzajm 32 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 32 10 e e NNP work_5q5kihz46jaevgqzflwcshzajm 32 11 - - NNP work_5q5kihz46jaevgqzflwcshzajm 32 12 commerce commerce NNP work_5q5kihz46jaevgqzflwcshzajm 32 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 32 14 e e NNP work_5q5kihz46jaevgqzflwcshzajm 32 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 32 16 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 32 17 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 32 18 are be VBP work_5q5kihz46jaevgqzflwcshzajm 32 19 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 32 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 32 21 Hanna Hanna NNP work_5q5kihz46jaevgqzflwcshzajm 32 22 , , , work_5q5kihz46jaevgqzflwcshzajm 32 23 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 32 24 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 32 25 , , , work_5q5kihz46jaevgqzflwcshzajm 32 26 there there EX work_5q5kihz46jaevgqzflwcshzajm 32 27 are be VBP work_5q5kihz46jaevgqzflwcshzajm 32 28 some some DT work_5q5kihz46jaevgqzflwcshzajm 32 29 important important JJ work_5q5kihz46jaevgqzflwcshzajm 32 30 differ- differ- NN work_5q5kihz46jaevgqzflwcshzajm 32 31 ences ence NNS work_5q5kihz46jaevgqzflwcshzajm 32 32 between between IN work_5q5kihz46jaevgqzflwcshzajm 32 33 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 32 34 : : : work_5q5kihz46jaevgqzflwcshzajm 32 35 • • VB work_5q5kihz46jaevgqzflwcshzajm 32 36 Domain domain NN work_5q5kihz46jaevgqzflwcshzajm 32 37 . . . work_5q5kihz46jaevgqzflwcshzajm 33 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 33 2 e e NNP work_5q5kihz46jaevgqzflwcshzajm 33 3 - - NNP work_5q5kihz46jaevgqzflwcshzajm 33 4 commerce commerce NN work_5q5kihz46jaevgqzflwcshzajm 33 5 purpose purpose NN work_5q5kihz46jaevgqzflwcshzajm 33 6 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 33 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 33 8 guide guide VB work_5q5kihz46jaevgqzflwcshzajm 33 9 clients client NNS work_5q5kihz46jaevgqzflwcshzajm 33 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 33 11 purchasing purchase VBG work_5q5kihz46jaevgqzflwcshzajm 33 12 while while IN work_5q5kihz46jaevgqzflwcshzajm 33 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 33 14 e e NN work_5q5kihz46jaevgqzflwcshzajm 33 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 33 16 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 33 17 purpose purpose NN work_5q5kihz46jaevgqzflwcshzajm 33 18 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 33 19 to to TO work_5q5kihz46jaevgqzflwcshzajm 33 20 guide guide VB work_5q5kihz46jaevgqzflwcshzajm 33 21 stu- stu- JJ work_5q5kihz46jaevgqzflwcshzajm 33 22 dents dent NNS work_5q5kihz46jaevgqzflwcshzajm 33 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 33 24 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 33 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 33 26 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 33 27 , , , work_5q5kihz46jaevgqzflwcshzajm 33 28 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 33 29 , , , work_5q5kihz46jaevgqzflwcshzajm 33 30 & & CC work_5q5kihz46jaevgqzflwcshzajm 33 31 Bra Bra NNP work_5q5kihz46jaevgqzflwcshzajm 33 32 , , , work_5q5kihz46jaevgqzflwcshzajm 33 33 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 33 34 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 33 35 . . . work_5q5kihz46jaevgqzflwcshzajm 34 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 34 2 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 34 3 . . . work_5q5kihz46jaevgqzflwcshzajm 35 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 35 2 e e NNP work_5q5kihz46jaevgqzflwcshzajm 35 3 - - NN work_5q5kihz46jaevgqzflwcshzajm 35 4 commerce commerce NNP work_5q5kihz46jaevgqzflwcshzajm 35 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 35 6 used use VBN work_5q5kihz46jaevgqzflwcshzajm 35 7 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 35 8 are be VBP work_5q5kihz46jaevgqzflwcshzajm 35 9 normally normally RB work_5q5kihz46jaevgqzflwcshzajm 35 10 simple simple JJ work_5q5kihz46jaevgqzflwcshzajm 35 11 web web NN work_5q5kihz46jaevgqzflwcshzajm 35 12 server server NN work_5q5kihz46jaevgqzflwcshzajm 35 13 access access NN work_5q5kihz46jaevgqzflwcshzajm 35 14 log log NN work_5q5kihz46jaevgqzflwcshzajm 35 15 , , , work_5q5kihz46jaevgqzflwcshzajm 35 16 but but CC work_5q5kihz46jaevgqzflwcshzajm 35 17 in in IN work_5q5kihz46jaevgqzflwcshzajm 35 18 e e NN work_5q5kihz46jaevgqzflwcshzajm 35 19 - - NN work_5q5kihz46jaevgqzflwcshzajm 35 20 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 35 21 there there EX work_5q5kihz46jaevgqzflwcshzajm 35 22 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 35 23 more more JJR work_5q5kihz46jaevgqzflwcshzajm 35 24 information information NN work_5q5kihz46jaevgqzflwcshzajm 35 25 about about IN work_5q5kihz46jaevgqzflwcshzajm 35 26 a a DT work_5q5kihz46jaevgqzflwcshzajm 35 27 student student NN work_5q5kihz46jaevgqzflwcshzajm 35 28 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 35 29 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 35 30 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 35 31 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 35 32 & & CC work_5q5kihz46jaevgqzflwcshzajm 35 33 Don- Don- NNP work_5q5kihz46jaevgqzflwcshzajm 35 34 nellan nellan NNP work_5q5kihz46jaevgqzflwcshzajm 35 35 , , , work_5q5kihz46jaevgqzflwcshzajm 35 36 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 35 37 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 35 38 . . . work_5q5kihz46jaevgqzflwcshzajm 36 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 36 2 user user NN work_5q5kihz46jaevgqzflwcshzajm 36 3 model model NN work_5q5kihz46jaevgqzflwcshzajm 36 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 36 5 also also RB work_5q5kihz46jaevgqzflwcshzajm 36 6 different different JJ work_5q5kihz46jaevgqzflwcshzajm 36 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 36 8 both both DT work_5q5kihz46jaevgqzflwcshzajm 36 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 36 10 . . . work_5q5kihz46jaevgqzflwcshzajm 37 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 37 2 Objective objective JJ work_5q5kihz46jaevgqzflwcshzajm 37 3 . . . work_5q5kihz46jaevgqzflwcshzajm 38 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 38 2 objective objective NN work_5q5kihz46jaevgqzflwcshzajm 38 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 38 4 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 38 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 38 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 38 7 e e NNP work_5q5kihz46jaevgqzflwcshzajm 38 8 - - NNP work_5q5kihz46jaevgqzflwcshzajm 38 9 commerce commerce NNP work_5q5kihz46jaevgqzflwcshzajm 38 10 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 38 11 increasing increase VBG work_5q5kihz46jaevgqzflwcshzajm 38 12 profit profit NN work_5q5kihz46jaevgqzflwcshzajm 38 13 , , , work_5q5kihz46jaevgqzflwcshzajm 38 14 that that RB work_5q5kihz46jaevgqzflwcshzajm 38 15 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 38 16 tangible tangible JJ work_5q5kihz46jaevgqzflwcshzajm 38 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 38 18 can can MD work_5q5kihz46jaevgqzflwcshzajm 38 19 be be VB work_5q5kihz46jaevgqzflwcshzajm 38 20 measured measure VBN work_5q5kihz46jaevgqzflwcshzajm 38 21 in in IN work_5q5kihz46jaevgqzflwcshzajm 38 22 terms term NNS work_5q5kihz46jaevgqzflwcshzajm 38 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 38 24 amounts amount NNS work_5q5kihz46jaevgqzflwcshzajm 38 25 of of IN work_5q5kihz46jaevgqzflwcshzajm 38 26 money money NN work_5q5kihz46jaevgqzflwcshzajm 38 27 , , , work_5q5kihz46jaevgqzflwcshzajm 38 28 number number NN work_5q5kihz46jaevgqzflwcshzajm 38 29 of of IN work_5q5kihz46jaevgqzflwcshzajm 38 30 customers customer NNS work_5q5kihz46jaevgqzflwcshzajm 38 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 38 32 customer customer NN work_5q5kihz46jaevgqzflwcshzajm 38 33 loyalty loyalty NN work_5q5kihz46jaevgqzflwcshzajm 38 34 . . . work_5q5kihz46jaevgqzflwcshzajm 39 1 And and CC work_5q5kihz46jaevgqzflwcshzajm 39 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 39 3 objective objective NN work_5q5kihz46jaevgqzflwcshzajm 39 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 39 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 39 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 39 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 39 8 e e NNP work_5q5kihz46jaevgqzflwcshzajm 39 9 - - NN work_5q5kihz46jaevgqzflwcshzajm 39 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 39 11 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 39 12 to to IN work_5q5kihz46jaevgqzflwcshzajm 39 13 improving improve VBG work_5q5kihz46jaevgqzflwcshzajm 39 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 39 15 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 39 16 . . . work_5q5kihz46jaevgqzflwcshzajm 40 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 40 2 goal goal NN work_5q5kihz46jaevgqzflwcshzajm 40 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 40 4 more more RBR work_5q5kihz46jaevgqzflwcshzajm 40 5 subjective subjective JJ work_5q5kihz46jaevgqzflwcshzajm 40 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 40 7 more more RBR work_5q5kihz46jaevgqzflwcshzajm 40 8 subtle subtle JJ work_5q5kihz46jaevgqzflwcshzajm 40 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 40 10 measure measure VB work_5q5kihz46jaevgqzflwcshzajm 40 11 . . . work_5q5kihz46jaevgqzflwcshzajm 41 1 • • NN work_5q5kihz46jaevgqzflwcshzajm 41 2 Techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 41 3 . . . work_5q5kihz46jaevgqzflwcshzajm 42 1 Educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 42 2 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 42 3 have have VBP work_5q5kihz46jaevgqzflwcshzajm 42 4 special special JJ work_5q5kihz46jaevgqzflwcshzajm 42 5 character- character- NN work_5q5kihz46jaevgqzflwcshzajm 42 6 istics istic NNS work_5q5kihz46jaevgqzflwcshzajm 42 7 that that WDT work_5q5kihz46jaevgqzflwcshzajm 42 8 require require VBP work_5q5kihz46jaevgqzflwcshzajm 42 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 42 10 different different JJ work_5q5kihz46jaevgqzflwcshzajm 42 11 treatment treatment NN work_5q5kihz46jaevgqzflwcshzajm 42 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 42 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 42 14 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 42 15 problem problem NN work_5q5kihz46jaevgqzflwcshzajm 42 16 . . . work_5q5kihz46jaevgqzflwcshzajm 43 1 As as IN work_5q5kihz46jaevgqzflwcshzajm 43 2 a a DT work_5q5kihz46jaevgqzflwcshzajm 43 3 consequence consequence NN work_5q5kihz46jaevgqzflwcshzajm 43 4 , , , work_5q5kihz46jaevgqzflwcshzajm 43 5 some some DT work_5q5kihz46jaevgqzflwcshzajm 43 6 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 43 7 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 43 8 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 43 9 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 43 10 are be VBP work_5q5kihz46jaevgqzflwcshzajm 43 11 needed need VBN work_5q5kihz46jaevgqzflwcshzajm 43 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 43 13 address address VB work_5q5kihz46jaevgqzflwcshzajm 43 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 43 15 particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 43 16 the the DT work_5q5kihz46jaevgqzflwcshzajm 43 17 pro- pro- NN work_5q5kihz46jaevgqzflwcshzajm 43 18 cess cess NN work_5q5kihz46jaevgqzflwcshzajm 43 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 43 20 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 43 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 43 22 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 43 23 & & CC work_5q5kihz46jaevgqzflwcshzajm 43 24 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 43 25 , , , work_5q5kihz46jaevgqzflwcshzajm 43 26 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 43 27 ; ; : work_5q5kihz46jaevgqzflwcshzajm 43 28 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 43 29 & & CC work_5q5kihz46jaevgqzflwcshzajm 43 30 Donnellan Donnellan NNP work_5q5kihz46jaevgqzflwcshzajm 43 31 , , , work_5q5kihz46jaevgqzflwcshzajm 43 32 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 43 33 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 43 34 . . . work_5q5kihz46jaevgqzflwcshzajm 44 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 44 2 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 44 3 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 44 4 can can MD work_5q5kihz46jaevgqzflwcshzajm 44 5 be be VB work_5q5kihz46jaevgqzflwcshzajm 44 6 adapted adapt VBN work_5q5kihz46jaevgqzflwcshzajm 44 7 , , , work_5q5kihz46jaevgqzflwcshzajm 44 8 some some DT work_5q5kihz46jaevgqzflwcshzajm 44 9 can can MD work_5q5kihz46jaevgqzflwcshzajm 44 10 not not RB work_5q5kihz46jaevgqzflwcshzajm 44 11 . . . work_5q5kihz46jaevgqzflwcshzajm 45 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 45 2 application application NN work_5q5kihz46jaevgqzflwcshzajm 45 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 45 4 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 45 5 extraction extraction NN work_5q5kihz46jaevgqzflwcshzajm 45 6 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 45 7 to to IN work_5q5kihz46jaevgqzflwcshzajm 45 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 45 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 45 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 45 11 order order NN work_5q5kihz46jaevgqzflwcshzajm 45 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 45 13 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 45 14 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 45 15 can can MD work_5q5kihz46jaevgqzflwcshzajm 45 16 be be VB work_5q5kihz46jaevgqzflwcshzajm 45 17 viewed view VBN work_5q5kihz46jaevgqzflwcshzajm 45 18 as as IN work_5q5kihz46jaevgqzflwcshzajm 45 19 a a DT work_5q5kihz46jaevgqzflwcshzajm 45 20 formative formative JJ work_5q5kihz46jaevgqzflwcshzajm 45 21 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 45 22 technique technique NN work_5q5kihz46jaevgqzflwcshzajm 45 23 . . . work_5q5kihz46jaevgqzflwcshzajm 46 1 Formative formative JJ work_5q5kihz46jaevgqzflwcshzajm 46 2 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 46 3 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 46 4 Arruabarrena Arruabarrena NNP work_5q5kihz46jaevgqzflwcshzajm 46 5 , , , work_5q5kihz46jaevgqzflwcshzajm 46 6 Pérez pérez CD work_5q5kihz46jaevgqzflwcshzajm 46 7 , , , work_5q5kihz46jaevgqzflwcshzajm 46 8 López López NNP work_5q5kihz46jaevgqzflwcshzajm 46 9 - - : work_5q5kihz46jaevgqzflwcshzajm 46 10 Cuadrado Cuadrado NNP work_5q5kihz46jaevgqzflwcshzajm 46 11 , , , work_5q5kihz46jaevgqzflwcshzajm 46 12 & & CC work_5q5kihz46jaevgqzflwcshzajm 46 13 Vadillo Vadillo NNP work_5q5kihz46jaevgqzflwcshzajm 46 14 , , , work_5q5kihz46jaevgqzflwcshzajm 46 15 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 46 16 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 46 17 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 46 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 46 19 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 46 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 46 21 an an DT work_5q5kihz46jaevgqzflwcshzajm 46 22 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 46 23 program program NN work_5q5kihz46jaevgqzflwcshzajm 46 24 while while IN work_5q5kihz46jaevgqzflwcshzajm 46 25 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 46 26 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 46 27 still still RB work_5q5kihz46jaevgqzflwcshzajm 46 28 in in IN work_5q5kihz46jaevgqzflwcshzajm 46 29 development development NN work_5q5kihz46jaevgqzflwcshzajm 46 30 , , , work_5q5kihz46jaevgqzflwcshzajm 46 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 46 32 with with IN work_5q5kihz46jaevgqzflwcshzajm 46 33 the the DT work_5q5kihz46jaevgqzflwcshzajm 46 34 purpose purpose NN work_5q5kihz46jaevgqzflwcshzajm 46 35 of of IN work_5q5kihz46jaevgqzflwcshzajm 46 36 con- con- NN work_5q5kihz46jaevgqzflwcshzajm 46 37 tinually tinually RB work_5q5kihz46jaevgqzflwcshzajm 46 38 improving improve VBG work_5q5kihz46jaevgqzflwcshzajm 46 39 the the DT work_5q5kihz46jaevgqzflwcshzajm 46 40 program program NN work_5q5kihz46jaevgqzflwcshzajm 46 41 . . . work_5q5kihz46jaevgqzflwcshzajm 47 1 Examining examine VBG work_5q5kihz46jaevgqzflwcshzajm 47 2 how how WRB work_5q5kihz46jaevgqzflwcshzajm 47 3 students student NNS work_5q5kihz46jaevgqzflwcshzajm 47 4 use use VBP work_5q5kihz46jaevgqzflwcshzajm 47 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 47 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 47 7 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 47 8 one one CD work_5q5kihz46jaevgqzflwcshzajm 47 9 way way NN work_5q5kihz46jaevgqzflwcshzajm 47 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 47 11 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 47 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 47 13 instructional instructional JJ work_5q5kihz46jaevgqzflwcshzajm 47 14 design design NN work_5q5kihz46jaevgqzflwcshzajm 47 15 in in IN work_5q5kihz46jaevgqzflwcshzajm 47 16 a a DT work_5q5kihz46jaevgqzflwcshzajm 47 17 formative formative JJ work_5q5kihz46jaevgqzflwcshzajm 47 18 manner manner NN work_5q5kihz46jaevgqzflwcshzajm 47 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 47 20 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 47 21 may may MD work_5q5kihz46jaevgqzflwcshzajm 47 22 help help VB work_5q5kihz46jaevgqzflwcshzajm 47 23 the the DT work_5q5kihz46jaevgqzflwcshzajm 47 24 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 47 25 to to TO work_5q5kihz46jaevgqzflwcshzajm 47 26 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 47 27 the the DT work_5q5kihz46jaevgqzflwcshzajm 47 28 instructional instructional JJ work_5q5kihz46jaevgqzflwcshzajm 47 29 materials material NNS work_5q5kihz46jaevgqzflwcshzajm 47 30 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 47 31 Ingram Ingram NNP work_5q5kihz46jaevgqzflwcshzajm 47 32 , , , work_5q5kihz46jaevgqzflwcshzajm 47 33 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 47 34 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 47 35 . . . work_5q5kihz46jaevgqzflwcshzajm 48 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 48 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 48 3 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 48 4 can can MD work_5q5kihz46jaevgqzflwcshzajm 48 5 discover discover VB work_5q5kihz46jaevgqzflwcshzajm 48 6 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 48 7 information information NN work_5q5kihz46jaevgqzflwcshzajm 48 8 that that WDT work_5q5kihz46jaevgqzflwcshzajm 48 9 can can MD work_5q5kihz46jaevgqzflwcshzajm 48 10 be be VB work_5q5kihz46jaevgqzflwcshzajm 48 11 used use VBN work_5q5kihz46jaevgqzflwcshzajm 48 12 in in IN work_5q5kihz46jaevgqzflwcshzajm 48 13 formative formative JJ work_5q5kihz46jaevgqzflwcshzajm 48 14 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 48 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 48 16 assist assist VB work_5q5kihz46jaevgqzflwcshzajm 48 17 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 48 18 establish establish VB work_5q5kihz46jaevgqzflwcshzajm 48 19 a a DT work_5q5kihz46jaevgqzflwcshzajm 48 20 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 48 21 basis basis NN work_5q5kihz46jaevgqzflwcshzajm 48 22 for for IN work_5q5kihz46jaevgqzflwcshzajm 48 23 decisions decision NNS work_5q5kihz46jaevgqzflwcshzajm 48 24 when when WRB work_5q5kihz46jaevgqzflwcshzajm 48 25 designing design VBG work_5q5kihz46jaevgqzflwcshzajm 48 26 or or CC work_5q5kihz46jaevgqzflwcshzajm 48 27 modifying modify VBG work_5q5kihz46jaevgqzflwcshzajm 48 28 an an DT work_5q5kihz46jaevgqzflwcshzajm 48 29 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 48 30 or or CC work_5q5kihz46jaevgqzflwcshzajm 48 31 teaching teaching NN work_5q5kihz46jaevgqzflwcshzajm 48 32 approach approach NN work_5q5kihz46jaevgqzflwcshzajm 48 33 . . . work_5q5kihz46jaevgqzflwcshzajm 49 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 49 2 application application NN work_5q5kihz46jaevgqzflwcshzajm 49 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 49 4 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 49 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 49 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 49 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 49 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 49 9 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 49 10 an an DT work_5q5kihz46jaevgqzflwcshzajm 49 11 iter- iter- JJ work_5q5kihz46jaevgqzflwcshzajm 49 12 ative ative JJ work_5q5kihz46jaevgqzflwcshzajm 49 13 cycle cycle NN work_5q5kihz46jaevgqzflwcshzajm 49 14 of of IN work_5q5kihz46jaevgqzflwcshzajm 49 15 hypothesis hypothesis NN work_5q5kihz46jaevgqzflwcshzajm 49 16 formation formation NN work_5q5kihz46jaevgqzflwcshzajm 49 17 , , , work_5q5kihz46jaevgqzflwcshzajm 49 18 testing testing NN work_5q5kihz46jaevgqzflwcshzajm 49 19 , , , work_5q5kihz46jaevgqzflwcshzajm 49 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 49 21 refinement refinement NN work_5q5kihz46jaevgqzflwcshzajm 49 22 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 49 23 see see VB work_5q5kihz46jaevgqzflwcshzajm 49 24 Fig Fig NNP work_5q5kihz46jaevgqzflwcshzajm 49 25 . . . work_5q5kihz46jaevgqzflwcshzajm 50 1 1 1 LS work_5q5kihz46jaevgqzflwcshzajm 50 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 50 3 . . . work_5q5kihz46jaevgqzflwcshzajm 51 1 Mined mined JJ work_5q5kihz46jaevgqzflwcshzajm 51 2 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 51 3 should should MD work_5q5kihz46jaevgqzflwcshzajm 51 4 enter enter VB work_5q5kihz46jaevgqzflwcshzajm 51 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 51 6 loop loop NN work_5q5kihz46jaevgqzflwcshzajm 51 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 51 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 51 9 system system NN work_5q5kihz46jaevgqzflwcshzajm 51 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 51 11 guide guide NN work_5q5kihz46jaevgqzflwcshzajm 51 12 , , , work_5q5kihz46jaevgqzflwcshzajm 51 13 facilitate facilitate VB work_5q5kihz46jaevgqzflwcshzajm 51 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 51 15 enhance enhance VB work_5q5kihz46jaevgqzflwcshzajm 51 16 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 51 17 as as IN work_5q5kihz46jaevgqzflwcshzajm 51 18 a a DT work_5q5kihz46jaevgqzflwcshzajm 51 19 whole whole NN work_5q5kihz46jaevgqzflwcshzajm 51 20 . . . work_5q5kihz46jaevgqzflwcshzajm 52 1 Not not RB work_5q5kihz46jaevgqzflwcshzajm 52 2 only only RB work_5q5kihz46jaevgqzflwcshzajm 52 3 turning turn VBG work_5q5kihz46jaevgqzflwcshzajm 52 4 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 52 5 into into IN work_5q5kihz46jaevgqzflwcshzajm 52 6 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 52 7 , , , work_5q5kihz46jaevgqzflwcshzajm 52 8 but but CC work_5q5kihz46jaevgqzflwcshzajm 52 9 also also RB work_5q5kihz46jaevgqzflwcshzajm 52 10 fil- fil- VBZ work_5q5kihz46jaevgqzflwcshzajm 52 11 tering tere VBG work_5q5kihz46jaevgqzflwcshzajm 52 12 mined mine VBN work_5q5kihz46jaevgqzflwcshzajm 52 13 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 52 14 for for IN work_5q5kihz46jaevgqzflwcshzajm 52 15 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 52 16 making making NN work_5q5kihz46jaevgqzflwcshzajm 52 17 . . . work_5q5kihz46jaevgqzflwcshzajm 53 1 As as IN work_5q5kihz46jaevgqzflwcshzajm 53 2 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 53 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 53 4 see see VB work_5q5kihz46jaevgqzflwcshzajm 53 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 53 6 Fig Fig NNP work_5q5kihz46jaevgqzflwcshzajm 53 7 . . . work_5q5kihz46jaevgqzflwcshzajm 54 1 1 1 CD work_5q5kihz46jaevgqzflwcshzajm 54 2 , , , work_5q5kihz46jaevgqzflwcshzajm 54 3 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 54 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 54 5 academics academic NNS work_5q5kihz46jaevgqzflwcshzajm 54 6 respon- respon- NNP work_5q5kihz46jaevgqzflwcshzajm 54 7 sible sible NNP work_5q5kihz46jaevgqzflwcshzajm 54 8 are be VBP work_5q5kihz46jaevgqzflwcshzajm 54 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 54 10 charge charge NN work_5q5kihz46jaevgqzflwcshzajm 54 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 54 12 designing designing NN work_5q5kihz46jaevgqzflwcshzajm 54 13 , , , work_5q5kihz46jaevgqzflwcshzajm 54 14 planning planning NN work_5q5kihz46jaevgqzflwcshzajm 54 15 , , , work_5q5kihz46jaevgqzflwcshzajm 54 16 building build VBG work_5q5kihz46jaevgqzflwcshzajm 54 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 54 18 maintaining maintain VBG work_5q5kihz46jaevgqzflwcshzajm 54 19 the the DT work_5q5kihz46jaevgqzflwcshzajm 54 20 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 54 21 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 54 22 . . . work_5q5kihz46jaevgqzflwcshzajm 55 1 Students student NNS work_5q5kihz46jaevgqzflwcshzajm 55 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 55 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 55 4 interact interact VB work_5q5kihz46jaevgqzflwcshzajm 55 5 with with IN work_5q5kihz46jaevgqzflwcshzajm 55 6 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 55 7 . . . work_5q5kihz46jaevgqzflwcshzajm 56 1 Starting start VBG work_5q5kihz46jaevgqzflwcshzajm 56 2 from from IN work_5q5kihz46jaevgqzflwcshzajm 56 3 all all PDT work_5q5kihz46jaevgqzflwcshzajm 56 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 56 5 available available JJ work_5q5kihz46jaevgqzflwcshzajm 56 6 informa- informa- JJ work_5q5kihz46jaevgqzflwcshzajm 56 7 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 56 8 about about IN work_5q5kihz46jaevgqzflwcshzajm 56 9 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 56 10 , , , work_5q5kihz46jaevgqzflwcshzajm 56 11 students student NNS work_5q5kihz46jaevgqzflwcshzajm 56 12 , , , work_5q5kihz46jaevgqzflwcshzajm 56 13 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 56 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 56 15 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 56 16 , , , work_5q5kihz46jaevgqzflwcshzajm 56 17 different different JJ work_5q5kihz46jaevgqzflwcshzajm 56 18 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 56 19 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 56 20 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 56 21 can can MD work_5q5kihz46jaevgqzflwcshzajm 56 22 be be VB work_5q5kihz46jaevgqzflwcshzajm 56 23 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 56 24 in in IN work_5q5kihz46jaevgqzflwcshzajm 56 25 order order NN work_5q5kihz46jaevgqzflwcshzajm 56 26 to to TO work_5q5kihz46jaevgqzflwcshzajm 56 27 discover discover VB work_5q5kihz46jaevgqzflwcshzajm 56 28 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 56 29 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 56 30 that that WDT work_5q5kihz46jaevgqzflwcshzajm 56 31 helps help VBZ work_5q5kihz46jaevgqzflwcshzajm 56 32 to to TO work_5q5kihz46jaevgqzflwcshzajm 56 33 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 56 34 the the DT work_5q5kihz46jaevgqzflwcshzajm 56 35 e e NN work_5q5kihz46jaevgqzflwcshzajm 56 36 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 56 37 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 56 38 pro- pro- NN work_5q5kihz46jaevgqzflwcshzajm 56 39 cess cess NN work_5q5kihz46jaevgqzflwcshzajm 56 40 . . . work_5q5kihz46jaevgqzflwcshzajm 57 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 57 2 discovered discover VBN work_5q5kihz46jaevgqzflwcshzajm 57 3 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 57 4 can can MD work_5q5kihz46jaevgqzflwcshzajm 57 5 be be VB work_5q5kihz46jaevgqzflwcshzajm 57 6 used use VBN work_5q5kihz46jaevgqzflwcshzajm 57 7 not not RB work_5q5kihz46jaevgqzflwcshzajm 57 8 only only RB work_5q5kihz46jaevgqzflwcshzajm 57 9 by by IN work_5q5kihz46jaevgqzflwcshzajm 57 10 pro- pro- NN work_5q5kihz46jaevgqzflwcshzajm 57 11 viders vider NNS work_5q5kihz46jaevgqzflwcshzajm 57 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 57 13 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 57 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 57 15 but but CC work_5q5kihz46jaevgqzflwcshzajm 57 16 also also RB work_5q5kihz46jaevgqzflwcshzajm 57 17 by by IN work_5q5kihz46jaevgqzflwcshzajm 57 18 own own JJ work_5q5kihz46jaevgqzflwcshzajm 57 19 users user NNS work_5q5kihz46jaevgqzflwcshzajm 57 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 57 21 students student NNS work_5q5kihz46jaevgqzflwcshzajm 57 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 57 23 . . . work_5q5kihz46jaevgqzflwcshzajm 58 1 So so RB work_5q5kihz46jaevgqzflwcshzajm 58 2 , , , work_5q5kihz46jaevgqzflwcshzajm 58 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 58 4 application application NN work_5q5kihz46jaevgqzflwcshzajm 58 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 58 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 58 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 58 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 58 9 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 58 10 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 58 11 can can MD work_5q5kihz46jaevgqzflwcshzajm 58 12 be be VB work_5q5kihz46jaevgqzflwcshzajm 58 13 oriented orient VBN work_5q5kihz46jaevgqzflwcshzajm 58 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 58 15 different different JJ work_5q5kihz46jaevgqzflwcshzajm 58 16 actors actor NNS work_5q5kihz46jaevgqzflwcshzajm 58 17 with with IN work_5q5kihz46jaevgqzflwcshzajm 58 18 each each DT work_5q5kihz46jaevgqzflwcshzajm 58 19 particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 58 20 point point NN work_5q5kihz46jaevgqzflwcshzajm 58 21 of of IN work_5q5kihz46jaevgqzflwcshzajm 58 22 view view NN work_5q5kihz46jaevgqzflwcshzajm 58 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 58 24 Zorrilla Zorrilla NNP work_5q5kihz46jaevgqzflwcshzajm 58 25 , , , work_5q5kihz46jaevgqzflwcshzajm 58 26 Menasalvas Menasalvas NNP work_5q5kihz46jaevgqzflwcshzajm 58 27 , , , work_5q5kihz46jaevgqzflwcshzajm 58 28 Marin Marin NNP work_5q5kihz46jaevgqzflwcshzajm 58 29 , , , work_5q5kihz46jaevgqzflwcshzajm 58 30 Mora Mora NNP work_5q5kihz46jaevgqzflwcshzajm 58 31 , , , work_5q5kihz46jaevgqzflwcshzajm 58 32 & & CC work_5q5kihz46jaevgqzflwcshzajm 58 33 Segovia Segovia NNP work_5q5kihz46jaevgqzflwcshzajm 58 34 , , , work_5q5kihz46jaevgqzflwcshzajm 58 35 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 58 36 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 58 37 : : : work_5q5kihz46jaevgqzflwcshzajm 58 38 • • NNP work_5q5kihz46jaevgqzflwcshzajm 58 39 Oriented orient VBN work_5q5kihz46jaevgqzflwcshzajm 58 40 towards towards IN work_5q5kihz46jaevgqzflwcshzajm 58 41 students student NNS work_5q5kihz46jaevgqzflwcshzajm 58 42 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 58 43 Heraud Heraud NNP work_5q5kihz46jaevgqzflwcshzajm 58 44 , , , work_5q5kihz46jaevgqzflwcshzajm 58 45 France France NNP work_5q5kihz46jaevgqzflwcshzajm 58 46 , , , work_5q5kihz46jaevgqzflwcshzajm 58 47 & & CC work_5q5kihz46jaevgqzflwcshzajm 58 48 Mille Mille NNP work_5q5kihz46jaevgqzflwcshzajm 58 49 , , , work_5q5kihz46jaevgqzflwcshzajm 58 50 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 58 51 ; ; : work_5q5kihz46jaevgqzflwcshzajm 58 52 Farzan Farzan NNP work_5q5kihz46jaevgqzflwcshzajm 58 53 , , , work_5q5kihz46jaevgqzflwcshzajm 58 54 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 58 55 ; ; : work_5q5kihz46jaevgqzflwcshzajm 58 56 Lu Lu NNP work_5q5kihz46jaevgqzflwcshzajm 58 57 , , , work_5q5kihz46jaevgqzflwcshzajm 58 58 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 58 59 ; ; : work_5q5kihz46jaevgqzflwcshzajm 58 60 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 58 61 & & CC work_5q5kihz46jaevgqzflwcshzajm 58 62 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 58 63 , , , work_5q5kihz46jaevgqzflwcshzajm 58 64 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 58 65 ; ; : work_5q5kihz46jaevgqzflwcshzajm 58 66 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 58 67 , , , work_5q5kihz46jaevgqzflwcshzajm 58 68 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 58 69 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 58 70 . . . work_5q5kihz46jaevgqzflwcshzajm 59 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 59 2 objective objective NN work_5q5kihz46jaevgqzflwcshzajm 59 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 59 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 59 5 recommend recommend VB work_5q5kihz46jaevgqzflwcshzajm 59 6 to to IN work_5q5kihz46jaevgqzflwcshzajm 59 7 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 59 8 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 59 9 , , , work_5q5kihz46jaevgqzflwcshzajm 59 10 resources resource NNS work_5q5kihz46jaevgqzflwcshzajm 59 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 59 12 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 59 13 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 59 14 that that WDT work_5q5kihz46jaevgqzflwcshzajm 59 15 would would MD work_5q5kihz46jaevgqzflwcshzajm 59 16 favour favour VB work_5q5kihz46jaevgqzflwcshzajm 59 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 59 18 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 59 19 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 59 20 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 59 21 , , , work_5q5kihz46jaevgqzflwcshzajm 59 22 suggest suggest VBP work_5q5kihz46jaevgqzflwcshzajm 59 23 good good JJ work_5q5kihz46jaevgqzflwcshzajm 59 24 learn- learn- JJ work_5q5kihz46jaevgqzflwcshzajm 59 25 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 59 26 experiences experience NNS work_5q5kihz46jaevgqzflwcshzajm 59 27 for for IN work_5q5kihz46jaevgqzflwcshzajm 59 28 the the DT work_5q5kihz46jaevgqzflwcshzajm 59 29 students student NNS work_5q5kihz46jaevgqzflwcshzajm 59 30 , , , work_5q5kihz46jaevgqzflwcshzajm 59 31 suggest suggest VBP work_5q5kihz46jaevgqzflwcshzajm 59 32 path path NN work_5q5kihz46jaevgqzflwcshzajm 59 33 pruning pruning NN work_5q5kihz46jaevgqzflwcshzajm 59 34 and and CC work_5q5kihz46jaevgqzflwcshzajm 59 35 shortening shortening NN work_5q5kihz46jaevgqzflwcshzajm 59 36 or or CC work_5q5kihz46jaevgqzflwcshzajm 59 37 simply simply RB work_5q5kihz46jaevgqzflwcshzajm 59 38 links link NNS work_5q5kihz46jaevgqzflwcshzajm 59 39 to to TO work_5q5kihz46jaevgqzflwcshzajm 59 40 follow follow VB work_5q5kihz46jaevgqzflwcshzajm 59 41 , , , work_5q5kihz46jaevgqzflwcshzajm 59 42 based base VBN work_5q5kihz46jaevgqzflwcshzajm 59 43 on on IN work_5q5kihz46jaevgqzflwcshzajm 59 44 the the DT work_5q5kihz46jaevgqzflwcshzajm 59 45 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 59 46 already already RB work_5q5kihz46jaevgqzflwcshzajm 59 47 done do VBN work_5q5kihz46jaevgqzflwcshzajm 59 48 by by IN work_5q5kihz46jaevgqzflwcshzajm 59 49 the the DT work_5q5kihz46jaevgqzflwcshzajm 59 50 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 59 51 and and CC work_5q5kihz46jaevgqzflwcshzajm 59 52 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 59 53 successes success NNS work_5q5kihz46jaevgqzflwcshzajm 59 54 , , , work_5q5kihz46jaevgqzflwcshzajm 59 55 and and CC work_5q5kihz46jaevgqzflwcshzajm 59 56 on on IN work_5q5kihz46jaevgqzflwcshzajm 59 57 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 59 58 made make VBN work_5q5kihz46jaevgqzflwcshzajm 59 59 by by IN work_5q5kihz46jaevgqzflwcshzajm 59 60 other other JJ work_5q5kihz46jaevgqzflwcshzajm 59 61 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 59 62 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 59 63 , , , work_5q5kihz46jaevgqzflwcshzajm 59 64 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 59 65 . . . work_5q5kihz46jaevgqzflwcshzajm 60 1 Educational Educational NNP work_5q5kihz46jaevgqzflwcshzajm 60 2 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 60 3 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 60 4 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 60 5 classrooms classroom NNS work_5q5kihz46jaevgqzflwcshzajm 60 6 , , , work_5q5kihz46jaevgqzflwcshzajm 60 7 e e NN work_5q5kihz46jaevgqzflwcshzajm 60 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 60 9 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 60 10 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 60 11 , , , work_5q5kihz46jaevgqzflwcshzajm 60 12 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 60 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 60 14 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 60 15 web web NN work_5q5kihz46jaevgqzflwcshzajm 60 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 60 17 based base VBN work_5q5kihz46jaevgqzflwcshzajm 60 18 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 60 19 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 60 20 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 60 21 Educators Educators NNP work_5q5kihz46jaevgqzflwcshzajm 60 22 Students Students NNP work_5q5kihz46jaevgqzflwcshzajm 60 23 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 60 24 Mining Mining NNP work_5q5kihz46jaevgqzflwcshzajm 60 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 60 26 clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 60 27 , , , work_5q5kihz46jaevgqzflwcshzajm 60 28 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 60 29 , , , work_5q5kihz46jaevgqzflwcshzajm 60 30 outlier outlier NNP work_5q5kihz46jaevgqzflwcshzajm 60 31 , , , work_5q5kihz46jaevgqzflwcshzajm 60 32 association association NNP work_5q5kihz46jaevgqzflwcshzajm 60 33 , , , work_5q5kihz46jaevgqzflwcshzajm 60 34 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 60 35 matching matching NN work_5q5kihz46jaevgqzflwcshzajm 60 36 , , , work_5q5kihz46jaevgqzflwcshzajm 60 37 text text NN work_5q5kihz46jaevgqzflwcshzajm 60 38 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 60 39 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 60 40 Academics Academics NNP work_5q5kihz46jaevgqzflwcshzajm 60 41 Responsible Responsible NNP work_5q5kihz46jaevgqzflwcshzajm 60 42 Students Students NNP work_5q5kihz46jaevgqzflwcshzajm 60 43 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 60 44 and and CC work_5q5kihz46jaevgqzflwcshzajm 60 45 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 60 46 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 60 47 , , , work_5q5kihz46jaevgqzflwcshzajm 60 48 course course NN work_5q5kihz46jaevgqzflwcshzajm 60 49 information information NN work_5q5kihz46jaevgqzflwcshzajm 60 50 , , , work_5q5kihz46jaevgqzflwcshzajm 60 51 academic academic JJ work_5q5kihz46jaevgqzflwcshzajm 60 52 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 60 53 , , , work_5q5kihz46jaevgqzflwcshzajm 60 54 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 60 55 . . . work_5q5kihz46jaevgqzflwcshzajm 61 1 To to TO work_5q5kihz46jaevgqzflwcshzajm 61 2 show show VB work_5q5kihz46jaevgqzflwcshzajm 61 3 recommendations recommendation NNS work_5q5kihz46jaevgqzflwcshzajm 61 4 To to TO work_5q5kihz46jaevgqzflwcshzajm 61 5 show show VB work_5q5kihz46jaevgqzflwcshzajm 61 6 discovered discovered JJ work_5q5kihz46jaevgqzflwcshzajm 61 7 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 61 8 To to TO work_5q5kihz46jaevgqzflwcshzajm 61 9 design design NN work_5q5kihz46jaevgqzflwcshzajm 61 10 , , , work_5q5kihz46jaevgqzflwcshzajm 61 11 plan plan NN work_5q5kihz46jaevgqzflwcshzajm 61 12 , , , work_5q5kihz46jaevgqzflwcshzajm 61 13 build build VB work_5q5kihz46jaevgqzflwcshzajm 61 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 61 15 maintenance maintenance VB work_5q5kihz46jaevgqzflwcshzajm 61 16 To to TO work_5q5kihz46jaevgqzflwcshzajm 61 17 use use VB work_5q5kihz46jaevgqzflwcshzajm 61 18 , , , work_5q5kihz46jaevgqzflwcshzajm 61 19 interact interact NN work_5q5kihz46jaevgqzflwcshzajm 61 20 , , , work_5q5kihz46jaevgqzflwcshzajm 61 21 participe participe NN work_5q5kihz46jaevgqzflwcshzajm 61 22 and and CC work_5q5kihz46jaevgqzflwcshzajm 61 23 communicate communicate VB work_5q5kihz46jaevgqzflwcshzajm 61 24 Fig Fig NNP work_5q5kihz46jaevgqzflwcshzajm 61 25 . . . work_5q5kihz46jaevgqzflwcshzajm 62 1 1 1 LS work_5q5kihz46jaevgqzflwcshzajm 62 2 . . . work_5q5kihz46jaevgqzflwcshzajm 63 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 63 2 cycle cycle NN work_5q5kihz46jaevgqzflwcshzajm 63 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 63 4 applying apply VBG work_5q5kihz46jaevgqzflwcshzajm 63 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 63 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 63 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 63 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 63 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 63 10 . . . work_5q5kihz46jaevgqzflwcshzajm 64 1 136 136 CD work_5q5kihz46jaevgqzflwcshzajm 64 2 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 64 3 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 64 4 , , , work_5q5kihz46jaevgqzflwcshzajm 64 5 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 64 6 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 64 7 / / SYM work_5q5kihz46jaevgqzflwcshzajm 64 8 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 64 9 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 64 10 with with IN work_5q5kihz46jaevgqzflwcshzajm 64 11 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 64 12 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 64 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 64 14 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 64 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 64 16 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 64 17 A a NN work_5q5kihz46jaevgqzflwcshzajm 64 18 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 64 19 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 64 20 r r NN work_5q5kihz46jaevgqzflwcshzajm 64 21 's 's POS work_5q5kihz46jaevgqzflwcshzajm 64 22 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 64 23 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 64 24 on on IN work_5q5kihz46jaevgqzflwcshzajm 64 25 al al NNP work_5q5kihz46jaevgqzflwcshzajm 64 26 co co NNP work_5q5kihz46jaevgqzflwcshzajm 64 27 py py NNP work_5q5kihz46jaevgqzflwcshzajm 64 28 • • NNP work_5q5kihz46jaevgqzflwcshzajm 64 29 Oriented orient VBN work_5q5kihz46jaevgqzflwcshzajm 64 30 towards towards IN work_5q5kihz46jaevgqzflwcshzajm 64 31 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 64 32 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 64 33 Ha ha UH work_5q5kihz46jaevgqzflwcshzajm 64 34 et et FW work_5q5kihz46jaevgqzflwcshzajm 64 35 al al NNP work_5q5kihz46jaevgqzflwcshzajm 64 36 . . NNP work_5q5kihz46jaevgqzflwcshzajm 64 37 , , , work_5q5kihz46jaevgqzflwcshzajm 64 38 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 64 39 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 40 Hamalainen Hamalainen NNP work_5q5kihz46jaevgqzflwcshzajm 64 41 et et NNP work_5q5kihz46jaevgqzflwcshzajm 64 42 al al NNP work_5q5kihz46jaevgqzflwcshzajm 64 43 . . NNP work_5q5kihz46jaevgqzflwcshzajm 64 44 , , , work_5q5kihz46jaevgqzflwcshzajm 64 45 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 64 46 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 47 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 64 48 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 49 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 64 50 , , , work_5q5kihz46jaevgqzflwcshzajm 64 51 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 64 52 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 53 Minaei Minaei NNP work_5q5kihz46jaevgqzflwcshzajm 64 54 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 64 55 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 64 56 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 57 Punch Punch NNP work_5q5kihz46jaevgqzflwcshzajm 64 58 , , , work_5q5kihz46jaevgqzflwcshzajm 64 59 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 64 60 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 61 Mor Mor NNP work_5q5kihz46jaevgqzflwcshzajm 64 62 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 63 Minguillon Minguillon NNP work_5q5kihz46jaevgqzflwcshzajm 64 64 , , , work_5q5kihz46jaevgqzflwcshzajm 64 65 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 64 66 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 67 Muehlenbrock Muehlenbrock NNP work_5q5kihz46jaevgqzflwcshzajm 64 68 , , , work_5q5kihz46jaevgqzflwcshzajm 64 69 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 64 70 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 71 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 64 72 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 73 Donnellan Donnellan NNP work_5q5kihz46jaevgqzflwcshzajm 64 74 , , , work_5q5kihz46jaevgqzflwcshzajm 64 75 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 64 76 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 77 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 64 78 et et NNP work_5q5kihz46jaevgqzflwcshzajm 64 79 al al NNP work_5q5kihz46jaevgqzflwcshzajm 64 80 . . NNP work_5q5kihz46jaevgqzflwcshzajm 64 81 , , , work_5q5kihz46jaevgqzflwcshzajm 64 82 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 64 83 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 84 Silva Silva NNP work_5q5kihz46jaevgqzflwcshzajm 64 85 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 86 Vieira Vieira NNP work_5q5kihz46jaevgqzflwcshzajm 64 87 , , , work_5q5kihz46jaevgqzflwcshzajm 64 88 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 64 89 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 90 Talavera Talavera NNP work_5q5kihz46jaevgqzflwcshzajm 64 91 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 92 Gaudioso Gaudioso NNP work_5q5kihz46jaevgqzflwcshzajm 64 93 , , , work_5q5kihz46jaevgqzflwcshzajm 64 94 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 64 95 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 96 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 64 97 et et FW work_5q5kihz46jaevgqzflwcshzajm 64 98 al al NNP work_5q5kihz46jaevgqzflwcshzajm 64 99 . . NNP work_5q5kihz46jaevgqzflwcshzajm 64 100 , , , work_5q5kihz46jaevgqzflwcshzajm 64 101 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 64 102 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 103 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 64 104 , , , work_5q5kihz46jaevgqzflwcshzajm 64 105 2004b 2004b NNS work_5q5kihz46jaevgqzflwcshzajm 64 106 ; ; : work_5q5kihz46jaevgqzflwcshzajm 64 107 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 64 108 & & CC work_5q5kihz46jaevgqzflwcshzajm 64 109 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 64 110 , , , work_5q5kihz46jaevgqzflwcshzajm 64 111 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 64 112 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 64 113 . . . work_5q5kihz46jaevgqzflwcshzajm 65 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 65 2 objective objective NN work_5q5kihz46jaevgqzflwcshzajm 65 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 65 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 65 5 get get VB work_5q5kihz46jaevgqzflwcshzajm 65 6 more more JJR work_5q5kihz46jaevgqzflwcshzajm 65 7 objective objective JJ work_5q5kihz46jaevgqzflwcshzajm 65 8 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 65 9 for for IN work_5q5kihz46jaevgqzflwcshzajm 65 10 instruc- instruc- NNP work_5q5kihz46jaevgqzflwcshzajm 65 11 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 65 12 , , , work_5q5kihz46jaevgqzflwcshzajm 65 13 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 65 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 15 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 65 16 of of IN work_5q5kihz46jaevgqzflwcshzajm 65 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 18 course course NN work_5q5kihz46jaevgqzflwcshzajm 65 19 content content NN work_5q5kihz46jaevgqzflwcshzajm 65 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 65 21 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 65 22 effectiveness effectiveness NN work_5q5kihz46jaevgqzflwcshzajm 65 23 on on IN work_5q5kihz46jaevgqzflwcshzajm 65 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 25 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 65 26 process process NN work_5q5kihz46jaevgqzflwcshzajm 65 27 , , , work_5q5kihz46jaevgqzflwcshzajm 65 28 classify classify VB work_5q5kihz46jaevgqzflwcshzajm 65 29 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 65 30 into into IN work_5q5kihz46jaevgqzflwcshzajm 65 31 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 65 32 based base VBN work_5q5kihz46jaevgqzflwcshzajm 65 33 on on IN work_5q5kihz46jaevgqzflwcshzajm 65 34 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 65 35 needs need NNS work_5q5kihz46jaevgqzflwcshzajm 65 36 in in IN work_5q5kihz46jaevgqzflwcshzajm 65 37 guidance guidance NN work_5q5kihz46jaevgqzflwcshzajm 65 38 and and CC work_5q5kihz46jaevgqzflwcshzajm 65 39 mon- mon- NN work_5q5kihz46jaevgqzflwcshzajm 65 40 itoring itoring NN work_5q5kihz46jaevgqzflwcshzajm 65 41 , , , work_5q5kihz46jaevgqzflwcshzajm 65 42 find find VB work_5q5kihz46jaevgqzflwcshzajm 65 43 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 65 44 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 65 45 ’s ’s NN work_5q5kihz46jaevgqzflwcshzajm 65 46 regular regular JJ work_5q5kihz46jaevgqzflwcshzajm 65 47 as as RB work_5q5kihz46jaevgqzflwcshzajm 65 48 well well RB work_5q5kihz46jaevgqzflwcshzajm 65 49 as as IN work_5q5kihz46jaevgqzflwcshzajm 65 50 irregular irregular JJ work_5q5kihz46jaevgqzflwcshzajm 65 51 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 65 52 , , , work_5q5kihz46jaevgqzflwcshzajm 65 53 find find VB work_5q5kihz46jaevgqzflwcshzajm 65 54 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 55 most most RBS work_5q5kihz46jaevgqzflwcshzajm 65 56 frequently frequently RB work_5q5kihz46jaevgqzflwcshzajm 65 57 made make VBN work_5q5kihz46jaevgqzflwcshzajm 65 58 mistakes mistake NNS work_5q5kihz46jaevgqzflwcshzajm 65 59 , , , work_5q5kihz46jaevgqzflwcshzajm 65 60 find find VB work_5q5kihz46jaevgqzflwcshzajm 65 61 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 65 62 that that WDT work_5q5kihz46jaevgqzflwcshzajm 65 63 are be VBP work_5q5kihz46jaevgqzflwcshzajm 65 64 more more RBR work_5q5kihz46jaevgqzflwcshzajm 65 65 effective effective JJ work_5q5kihz46jaevgqzflwcshzajm 65 66 , , , work_5q5kihz46jaevgqzflwcshzajm 65 67 discover discover VB work_5q5kihz46jaevgqzflwcshzajm 65 68 information information NN work_5q5kihz46jaevgqzflwcshzajm 65 69 to to TO work_5q5kihz46jaevgqzflwcshzajm 65 70 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 65 71 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 72 adaptation adaptation NN work_5q5kihz46jaevgqzflwcshzajm 65 73 and and CC work_5q5kihz46jaevgqzflwcshzajm 65 74 customization customization NN work_5q5kihz46jaevgqzflwcshzajm 65 75 of of IN work_5q5kihz46jaevgqzflwcshzajm 65 76 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 77 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 65 78 , , , work_5q5kihz46jaevgqzflwcshzajm 65 79 restructure restructure NN work_5q5kihz46jaevgqzflwcshzajm 65 80 sites site NNS work_5q5kihz46jaevgqzflwcshzajm 65 81 to to TO work_5q5kihz46jaevgqzflwcshzajm 65 82 better better RB work_5q5kihz46jaevgqzflwcshzajm 65 83 personalize personalize VB work_5q5kihz46jaevgqzflwcshzajm 65 84 course- course- NNP work_5q5kihz46jaevgqzflwcshzajm 65 85 ware ware NNP work_5q5kihz46jaevgqzflwcshzajm 65 86 , , , work_5q5kihz46jaevgqzflwcshzajm 65 87 organize organize VB work_5q5kihz46jaevgqzflwcshzajm 65 88 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 89 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 65 90 efficiently efficiently RB work_5q5kihz46jaevgqzflwcshzajm 65 91 to to IN work_5q5kihz46jaevgqzflwcshzajm 65 92 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 93 progress progress NN work_5q5kihz46jaevgqzflwcshzajm 65 94 of of IN work_5q5kihz46jaevgqzflwcshzajm 65 95 the the DT work_5q5kihz46jaevgqzflwcshzajm 65 96 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 65 97 and and CC work_5q5kihz46jaevgqzflwcshzajm 65 98 adaptively adaptively RB work_5q5kihz46jaevgqzflwcshzajm 65 99 constructing construct VBG work_5q5kihz46jaevgqzflwcshzajm 65 100 instructional instructional JJ work_5q5kihz46jaevgqzflwcshzajm 65 101 plans plan NNS work_5q5kihz46jaevgqzflwcshzajm 65 102 , , , work_5q5kihz46jaevgqzflwcshzajm 65 103 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 65 104 . . . work_5q5kihz46jaevgqzflwcshzajm 66 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 66 2 Oriented orient VBN work_5q5kihz46jaevgqzflwcshzajm 66 3 towards towards IN work_5q5kihz46jaevgqzflwcshzajm 66 4 academics academic NNS work_5q5kihz46jaevgqzflwcshzajm 66 5 responsible responsible JJ work_5q5kihz46jaevgqzflwcshzajm 66 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 66 7 administra- administra- JJ work_5q5kihz46jaevgqzflwcshzajm 66 8 tors tor NNS work_5q5kihz46jaevgqzflwcshzajm 66 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 66 10 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 66 11 , , , work_5q5kihz46jaevgqzflwcshzajm 66 12 Ghedini Ghedini NNP work_5q5kihz46jaevgqzflwcshzajm 66 13 , , , work_5q5kihz46jaevgqzflwcshzajm 66 14 & & CC work_5q5kihz46jaevgqzflwcshzajm 66 15 Terra Terra NNP work_5q5kihz46jaevgqzflwcshzajm 66 16 , , , work_5q5kihz46jaevgqzflwcshzajm 66 17 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 66 18 ; ; : work_5q5kihz46jaevgqzflwcshzajm 66 19 Grob Grob NNP work_5q5kihz46jaevgqzflwcshzajm 66 20 , , , work_5q5kihz46jaevgqzflwcshzajm 66 21 Bensberg Bensberg NNP work_5q5kihz46jaevgqzflwcshzajm 66 22 , , , work_5q5kihz46jaevgqzflwcshzajm 66 23 & & CC work_5q5kihz46jaevgqzflwcshzajm 66 24 Kaderali Kaderali NNP work_5q5kihz46jaevgqzflwcshzajm 66 25 , , , work_5q5kihz46jaevgqzflwcshzajm 66 26 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 66 27 ; ; : work_5q5kihz46jaevgqzflwcshzajm 66 28 Luan Luan NNP work_5q5kihz46jaevgqzflwcshzajm 66 29 , , , work_5q5kihz46jaevgqzflwcshzajm 66 30 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 66 31 ; ; : work_5q5kihz46jaevgqzflwcshzajm 66 32 Ma Ma NNP work_5q5kihz46jaevgqzflwcshzajm 66 33 , , , work_5q5kihz46jaevgqzflwcshzajm 66 34 Liu Liu NNP work_5q5kihz46jaevgqzflwcshzajm 66 35 , , , work_5q5kihz46jaevgqzflwcshzajm 66 36 Wong Wong NNP work_5q5kihz46jaevgqzflwcshzajm 66 37 , , , work_5q5kihz46jaevgqzflwcshzajm 66 38 Yu Yu NNP work_5q5kihz46jaevgqzflwcshzajm 66 39 , , , work_5q5kihz46jaevgqzflwcshzajm 66 40 & & CC work_5q5kihz46jaevgqzflwcshzajm 66 41 Lee Lee NNP work_5q5kihz46jaevgqzflwcshzajm 66 42 , , , work_5q5kihz46jaevgqzflwcshzajm 66 43 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 66 44 ; ; : work_5q5kihz46jaevgqzflwcshzajm 66 45 Peled Peled NNP work_5q5kihz46jaevgqzflwcshzajm 66 46 & & CC work_5q5kihz46jaevgqzflwcshzajm 66 47 Rashty Rashty NNP work_5q5kihz46jaevgqzflwcshzajm 66 48 , , , work_5q5kihz46jaevgqzflwcshzajm 66 49 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 66 50 ; ; : work_5q5kihz46jaevgqzflwcshzajm 66 51 Sanjeev Sanjeev NNP work_5q5kihz46jaevgqzflwcshzajm 66 52 & & CC work_5q5kihz46jaevgqzflwcshzajm 66 53 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 66 54 , , , work_5q5kihz46jaevgqzflwcshzajm 66 55 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 66 56 ; ; : work_5q5kihz46jaevgqzflwcshzajm 66 57 Urbancic Urbancic NNP work_5q5kihz46jaevgqzflwcshzajm 66 58 , , , work_5q5kihz46jaevgqzflwcshzajm 66 59 Skrjanc Skrjanc NNP work_5q5kihz46jaevgqzflwcshzajm 66 60 , , , work_5q5kihz46jaevgqzflwcshzajm 66 61 & & CC work_5q5kihz46jaevgqzflwcshzajm 66 62 Flach Flach NNP work_5q5kihz46jaevgqzflwcshzajm 66 63 , , , work_5q5kihz46jaevgqzflwcshzajm 66 64 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 66 65 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 66 66 . . . work_5q5kihz46jaevgqzflwcshzajm 67 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 67 2 objective objective NN work_5q5kihz46jaevgqzflwcshzajm 67 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 67 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 67 5 have have VB work_5q5kihz46jaevgqzflwcshzajm 67 6 parameters parameter NNS work_5q5kihz46jaevgqzflwcshzajm 67 7 about about IN work_5q5kihz46jaevgqzflwcshzajm 67 8 how how WRB work_5q5kihz46jaevgqzflwcshzajm 67 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 67 10 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 67 11 site site NN work_5q5kihz46jaevgqzflwcshzajm 67 12 effi- effi- NN work_5q5kihz46jaevgqzflwcshzajm 67 13 ciency ciency NN work_5q5kihz46jaevgqzflwcshzajm 67 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 67 15 adapt adapt VB work_5q5kihz46jaevgqzflwcshzajm 67 16 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 67 17 to to IN work_5q5kihz46jaevgqzflwcshzajm 67 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 67 19 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 67 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 67 21 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 67 22 users user NNS work_5q5kihz46jaevgqzflwcshzajm 67 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 67 24 opti- opti- NNP work_5q5kihz46jaevgqzflwcshzajm 67 25 mal mal NNP work_5q5kihz46jaevgqzflwcshzajm 67 26 server server NNP work_5q5kihz46jaevgqzflwcshzajm 67 27 size size NN work_5q5kihz46jaevgqzflwcshzajm 67 28 , , , work_5q5kihz46jaevgqzflwcshzajm 67 29 network network NN work_5q5kihz46jaevgqzflwcshzajm 67 30 traffic traffic NN work_5q5kihz46jaevgqzflwcshzajm 67 31 distribution distribution NN work_5q5kihz46jaevgqzflwcshzajm 67 32 , , , work_5q5kihz46jaevgqzflwcshzajm 67 33 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 67 34 . . . work_5q5kihz46jaevgqzflwcshzajm 68 1 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 68 2 , , , work_5q5kihz46jaevgqzflwcshzajm 68 3 have have VBP work_5q5kihz46jaevgqzflwcshzajm 68 4 measures measure NNS work_5q5kihz46jaevgqzflwcshzajm 68 5 about about IN work_5q5kihz46jaevgqzflwcshzajm 68 6 how how WRB work_5q5kihz46jaevgqzflwcshzajm 68 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 68 8 better well RBR work_5q5kihz46jaevgqzflwcshzajm 68 9 organize organize VB work_5q5kihz46jaevgqzflwcshzajm 68 10 institutional institutional JJ work_5q5kihz46jaevgqzflwcshzajm 68 11 resources resource NNS work_5q5kihz46jaevgqzflwcshzajm 68 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 68 13 human human JJ work_5q5kihz46jaevgqzflwcshzajm 68 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 68 15 material material JJ work_5q5kihz46jaevgqzflwcshzajm 68 16 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 68 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 68 18 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 68 19 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 68 20 offer offer NN work_5q5kihz46jaevgqzflwcshzajm 68 21 , , , work_5q5kihz46jaevgqzflwcshzajm 68 22 enhance enhance VB work_5q5kihz46jaevgqzflwcshzajm 68 23 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 68 24 programs program NNS work_5q5kihz46jaevgqzflwcshzajm 68 25 offer offer VBP work_5q5kihz46jaevgqzflwcshzajm 68 26 and and CC work_5q5kihz46jaevgqzflwcshzajm 68 27 determine determine VB work_5q5kihz46jaevgqzflwcshzajm 68 28 effectiveness effectiveness NN work_5q5kihz46jaevgqzflwcshzajm 68 29 of of IN work_5q5kihz46jaevgqzflwcshzajm 68 30 the the DT work_5q5kihz46jaevgqzflwcshzajm 68 31 new new JJ work_5q5kihz46jaevgqzflwcshzajm 68 32 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 68 33 mediated mediate VBN work_5q5kihz46jaevgqzflwcshzajm 68 34 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 68 35 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 68 36 approach approach NN work_5q5kihz46jaevgqzflwcshzajm 68 37 . . . work_5q5kihz46jaevgqzflwcshzajm 69 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 69 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 69 3 many many JJ work_5q5kihz46jaevgqzflwcshzajm 69 4 general general JJ work_5q5kihz46jaevgqzflwcshzajm 69 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 69 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 69 7 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 69 8 that that WDT work_5q5kihz46jaevgqzflwcshzajm 69 9 provide provide VBP work_5q5kihz46jaevgqzflwcshzajm 69 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 69 11 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 69 12 , , , work_5q5kihz46jaevgqzflwcshzajm 69 13 filtering filtering NN work_5q5kihz46jaevgqzflwcshzajm 69 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 69 15 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 69 16 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 69 17 . . . work_5q5kihz46jaevgqzflwcshzajm 70 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 70 2 examples example NNS work_5q5kihz46jaevgqzflwcshzajm 70 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 70 4 commercial commercial JJ work_5q5kihz46jaevgqzflwcshzajm 70 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 70 6 academic academic JJ work_5q5kihz46jaevgqzflwcshzajm 70 7 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 70 8 are be VBP work_5q5kihz46jaevgqzflwcshzajm 70 9 DBMiner DBMiner NNP work_5q5kihz46jaevgqzflwcshzajm 70 10 , , , work_5q5kihz46jaevgqzflwcshzajm 70 11 Clementine Clementine NNP work_5q5kihz46jaevgqzflwcshzajm 70 12 , , , work_5q5kihz46jaevgqzflwcshzajm 70 13 Intelligent Intelligent NNP work_5q5kihz46jaevgqzflwcshzajm 70 14 Miner Miner NNP work_5q5kihz46jaevgqzflwcshzajm 70 15 , , , work_5q5kihz46jaevgqzflwcshzajm 70 16 Weka Weka NNP work_5q5kihz46jaevgqzflwcshzajm 70 17 , , , work_5q5kihz46jaevgqzflwcshzajm 70 18 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 70 19 . . . work_5q5kihz46jaevgqzflwcshzajm 71 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 71 2 Klos- Klos- NNP work_5q5kihz46jaevgqzflwcshzajm 71 3 gen gen NNP work_5q5kihz46jaevgqzflwcshzajm 71 4 & & CC work_5q5kihz46jaevgqzflwcshzajm 71 5 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 71 6 , , , work_5q5kihz46jaevgqzflwcshzajm 71 7 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 71 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 71 9 . . . work_5q5kihz46jaevgqzflwcshzajm 72 1 However however RB work_5q5kihz46jaevgqzflwcshzajm 72 2 these these DT work_5q5kihz46jaevgqzflwcshzajm 72 3 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 72 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 72 5 not not RB work_5q5kihz46jaevgqzflwcshzajm 72 6 specifi- specifi- JJ work_5q5kihz46jaevgqzflwcshzajm 72 7 cally cally RB work_5q5kihz46jaevgqzflwcshzajm 72 8 designed design VBN work_5q5kihz46jaevgqzflwcshzajm 72 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 72 10 maintained maintain VBN work_5q5kihz46jaevgqzflwcshzajm 72 11 for for IN work_5q5kihz46jaevgqzflwcshzajm 72 12 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 72 13 purposes purpose NNS work_5q5kihz46jaevgqzflwcshzajm 72 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 72 15 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 72 16 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 72 17 cumbersome cumbersome JJ work_5q5kihz46jaevgqzflwcshzajm 72 18 for for IN work_5q5kihz46jaevgqzflwcshzajm 72 19 an an DT work_5q5kihz46jaevgqzflwcshzajm 72 20 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 72 21 who who WP work_5q5kihz46jaevgqzflwcshzajm 72 22 does do VBZ work_5q5kihz46jaevgqzflwcshzajm 72 23 not not RB work_5q5kihz46jaevgqzflwcshzajm 72 24 have have VB work_5q5kihz46jaevgqzflwcshzajm 72 25 an an DT work_5q5kihz46jaevgqzflwcshzajm 72 26 extensive extensive JJ work_5q5kihz46jaevgqzflwcshzajm 72 27 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 72 28 in in IN work_5q5kihz46jaevgqzflwcshzajm 72 29 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 72 30 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 72 31 to to TO work_5q5kihz46jaevgqzflwcshzajm 72 32 use use VB work_5q5kihz46jaevgqzflwcshzajm 72 33 these these DT work_5q5kihz46jaevgqzflwcshzajm 72 34 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 72 35 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 72 36 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 72 37 , , , work_5q5kihz46jaevgqzflwcshzajm 72 38 Xin Xin NNP work_5q5kihz46jaevgqzflwcshzajm 72 39 , , , work_5q5kihz46jaevgqzflwcshzajm 72 40 & & CC work_5q5kihz46jaevgqzflwcshzajm 72 41 Han Han NNP work_5q5kihz46jaevgqzflwcshzajm 72 42 , , , work_5q5kihz46jaevgqzflwcshzajm 72 43 1998 1998 CD work_5q5kihz46jaevgqzflwcshzajm 72 44 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 72 45 . . . work_5q5kihz46jaevgqzflwcshzajm 73 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 73 2 order order NN work_5q5kihz46jaevgqzflwcshzajm 73 3 to to TO work_5q5kihz46jaevgqzflwcshzajm 73 4 solve solve VB work_5q5kihz46jaevgqzflwcshzajm 73 5 this this DT work_5q5kihz46jaevgqzflwcshzajm 73 6 problem problem NN work_5q5kihz46jaevgqzflwcshzajm 73 7 , , , work_5q5kihz46jaevgqzflwcshzajm 73 8 some some DT work_5q5kihz46jaevgqzflwcshzajm 73 9 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 73 10 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 73 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 73 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 73 13 , , , work_5q5kihz46jaevgqzflwcshzajm 73 14 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 73 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 73 16 visu- visu- JJ 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73 35 see see VB work_5q5kihz46jaevgqzflwcshzajm 73 36 Table table NN work_5q5kihz46jaevgqzflwcshzajm 73 37 1 1 CD work_5q5kihz46jaevgqzflwcshzajm 73 38 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 73 39 . . . work_5q5kihz46jaevgqzflwcshzajm 74 1 We -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 74 2 have have VBP work_5q5kihz46jaevgqzflwcshzajm 74 3 divided divide VBN work_5q5kihz46jaevgqzflwcshzajm 74 4 this this DT work_5q5kihz46jaevgqzflwcshzajm 74 5 paper paper NN work_5q5kihz46jaevgqzflwcshzajm 74 6 into into IN work_5q5kihz46jaevgqzflwcshzajm 74 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 74 8 following follow VBG work_5q5kihz46jaevgqzflwcshzajm 74 9 sections section NNS work_5q5kihz46jaevgqzflwcshzajm 74 10 . . . work_5q5kihz46jaevgqzflwcshzajm 75 1 We -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 75 2 first first RB work_5q5kihz46jaevgqzflwcshzajm 75 3 review review VBP work_5q5kihz46jaevgqzflwcshzajm 75 4 some some DT work_5q5kihz46jaevgqzflwcshzajm 75 5 different different JJ 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work_5q5kihz46jaevgqzflwcshzajm 77 4 summarize summarize VBP work_5q5kihz46jaevgqzflwcshzajm 77 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 77 6 main main JJ work_5q5kihz46jaevgqzflwcshzajm 77 7 conclusions conclusion NNS work_5q5kihz46jaevgqzflwcshzajm 77 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 77 9 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 77 10 draw draw VBP work_5q5kihz46jaevgqzflwcshzajm 77 11 some some DT work_5q5kihz46jaevgqzflwcshzajm 77 12 future future JJ work_5q5kihz46jaevgqzflwcshzajm 77 13 research research NN work_5q5kihz46jaevgqzflwcshzajm 77 14 . . . work_5q5kihz46jaevgqzflwcshzajm 78 1 2 2 LS work_5q5kihz46jaevgqzflwcshzajm 78 2 . . . work_5q5kihz46jaevgqzflwcshzajm 79 1 Educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 79 2 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 79 3 : : : work_5q5kihz46jaevgqzflwcshzajm 79 4 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 79 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 79 6 objectives objective NNS 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. . . work_5q5kihz46jaevgqzflwcshzajm 86 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 86 2 conventional conventional JJ work_5q5kihz46jaevgqzflwcshzajm 86 3 classrooms classroom NNS work_5q5kihz46jaevgqzflwcshzajm 86 4 , , , work_5q5kihz46jaevgqzflwcshzajm 86 5 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 86 6 attempt attempt VBP work_5q5kihz46jaevgqzflwcshzajm 86 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 86 8 enhance enhance VB work_5q5kihz46jaevgqzflwcshzajm 86 9 instructions instruction NNS work_5q5kihz46jaevgqzflwcshzajm 86 10 by by IN work_5q5kihz46jaevgqzflwcshzajm 86 11 monitoring monitor VBG work_5q5kihz46jaevgqzflwcshzajm 86 12 student student NN work_5q5kihz46jaevgqzflwcshzajm 86 13 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 86 14 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 86 15 pro- pro- NN work_5q5kihz46jaevgqzflwcshzajm 86 16 cesses cesse NNS work_5q5kihz46jaevgqzflwcshzajm 86 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 86 18 analyzing analyze VBG work_5q5kihz46jaevgqzflwcshzajm 86 19 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 86 20 performances performance NNS work_5q5kihz46jaevgqzflwcshzajm 86 21 by by IN work_5q5kihz46jaevgqzflwcshzajm 86 22 paper paper NN work_5q5kihz46jaevgqzflwcshzajm 86 23 records record NNS work_5q5kihz46jaevgqzflwcshzajm 86 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 86 25 observation observation NN work_5q5kihz46jaevgqzflwcshzajm 86 26 . . . work_5q5kihz46jaevgqzflwcshzajm 87 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 87 2 can can MD work_5q5kihz46jaevgqzflwcshzajm 87 3 also also RB work_5q5kihz46jaevgqzflwcshzajm 87 4 use use VB work_5q5kihz46jaevgqzflwcshzajm 87 5 information information NN work_5q5kihz46jaevgqzflwcshzajm 87 6 about about IN work_5q5kihz46jaevgqzflwcshzajm 87 7 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 87 8 dent dent NN work_5q5kihz46jaevgqzflwcshzajm 87 9 attendance attendance NN work_5q5kihz46jaevgqzflwcshzajm 87 10 , , , work_5q5kihz46jaevgqzflwcshzajm 87 11 course course NN work_5q5kihz46jaevgqzflwcshzajm 87 12 information information NN work_5q5kihz46jaevgqzflwcshzajm 87 13 , , , work_5q5kihz46jaevgqzflwcshzajm 87 14 curriculum curriculum NN work_5q5kihz46jaevgqzflwcshzajm 87 15 goals goal NNS work_5q5kihz46jaevgqzflwcshzajm 87 16 , , , work_5q5kihz46jaevgqzflwcshzajm 87 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 87 18 individualized individualized JJ work_5q5kihz46jaevgqzflwcshzajm 87 19 plan plan NN work_5q5kihz46jaevgqzflwcshzajm 87 20 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 87 21 . . . work_5q5kihz46jaevgqzflwcshzajm 88 1 And and CC work_5q5kihz46jaevgqzflwcshzajm 88 2 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 88 3 institution institution NN work_5q5kihz46jaevgqzflwcshzajm 88 4 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 88 5 many many JJ work_5q5kihz46jaevgqzflwcshzajm 88 6 diverse diverse JJ work_5q5kihz46jaevgqzflwcshzajm 88 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 88 8 varied varied JJ work_5q5kihz46jaevgqzflwcshzajm 88 9 sources source NNS work_5q5kihz46jaevgqzflwcshzajm 88 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 88 11 information information NN work_5q5kihz46jaevgqzflwcshzajm 88 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 88 13 Ma Ma NNP work_5q5kihz46jaevgqzflwcshzajm 88 14 et et FW work_5q5kihz46jaevgqzflwcshzajm 88 15 al al NNP work_5q5kihz46jaevgqzflwcshzajm 88 16 . . NNP work_5q5kihz46jaevgqzflwcshzajm 88 17 , , , work_5q5kihz46jaevgqzflwcshzajm 88 18 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 88 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 88 20 : : : work_5q5kihz46jaevgqzflwcshzajm 88 21 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 88 22 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 88 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 88 24 with with IN work_5q5kihz46jaevgqzflwcshzajm 88 25 a a DT work_5q5kihz46jaevgqzflwcshzajm 88 26 student student NN work_5q5kihz46jaevgqzflwcshzajm 88 27 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 88 28 infor- infor- XX work_5q5kihz46jaevgqzflwcshzajm 88 29 mation mation NN work_5q5kihz46jaevgqzflwcshzajm 88 30 , , , work_5q5kihz46jaevgqzflwcshzajm 88 31 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 88 32 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 88 33 information information NN work_5q5kihz46jaevgqzflwcshzajm 88 34 , , , work_5q5kihz46jaevgqzflwcshzajm 88 35 class class NN work_5q5kihz46jaevgqzflwcshzajm 88 36 and and CC work_5q5kihz46jaevgqzflwcshzajm 88 37 schedule schedule NN work_5q5kihz46jaevgqzflwcshzajm 88 38 infor- infor- FW work_5q5kihz46jaevgqzflwcshzajm 88 39 mation mation NN work_5q5kihz46jaevgqzflwcshzajm 88 40 , , , work_5q5kihz46jaevgqzflwcshzajm 88 41 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 88 42 . . . work_5q5kihz46jaevgqzflwcshzajm 89 1 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 89 2 , , , work_5q5kihz46jaevgqzflwcshzajm 89 3 online online JJ work_5q5kihz46jaevgqzflwcshzajm 89 4 information information NN work_5q5kihz46jaevgqzflwcshzajm 89 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 89 6 online online JJ work_5q5kihz46jaevgqzflwcshzajm 89 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 89 8 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 89 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 89 10 course course VB work_5q5kihz46jaevgqzflwcshzajm 89 11 content content NN work_5q5kihz46jaevgqzflwcshzajm 89 12 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 89 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 89 14 , , , work_5q5kihz46jaevgqzflwcshzajm 89 15 multimedia multimedia NNP work_5q5kihz46jaevgqzflwcshzajm 89 16 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 89 17 , , , work_5q5kihz46jaevgqzflwcshzajm 89 18 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 89 19 . . . work_5q5kihz46jaevgqzflwcshzajm 90 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 90 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 90 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 90 4 help help VB work_5q5kihz46jaevgqzflwcshzajm 90 5 each each DT work_5q5kihz46jaevgqzflwcshzajm 90 6 actor actor NN work_5q5kihz46jaevgqzflwcshzajm 90 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 90 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 90 9 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 90 10 process process NN work_5q5kihz46jaevgqzflwcshzajm 90 11 . . . work_5q5kihz46jaevgqzflwcshzajm 91 1 Institutions institution NNS work_5q5kihz46jaevgqzflwcshzajm 91 2 would would MD work_5q5kihz46jaevgqzflwcshzajm 91 3 like like VB work_5q5kihz46jaevgqzflwcshzajm 91 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 91 5 know know VB work_5q5kihz46jaevgqzflwcshzajm 91 6 which which WDT work_5q5kihz46jaevgqzflwcshzajm 91 7 students student NNS work_5q5kihz46jaevgqzflwcshzajm 91 8 will will MD work_5q5kihz46jaevgqzflwcshzajm 91 9 enroll enroll VB work_5q5kihz46jaevgqzflwcshzajm 91 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 91 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 91 12 particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 91 13 course course NN work_5q5kihz46jaevgqzflwcshzajm 91 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 91 15 which which WDT work_5q5kihz46jaevgqzflwcshzajm 91 16 students student NNS work_5q5kihz46jaevgqzflwcshzajm 91 17 will will MD work_5q5kihz46jaevgqzflwcshzajm 91 18 need need VB work_5q5kihz46jaevgqzflwcshzajm 91 19 assis- assis- IN work_5q5kihz46jaevgqzflwcshzajm 91 20 tance tance NN work_5q5kihz46jaevgqzflwcshzajm 91 21 in in IN work_5q5kihz46jaevgqzflwcshzajm 91 22 order order NN work_5q5kihz46jaevgqzflwcshzajm 91 23 to to TO work_5q5kihz46jaevgqzflwcshzajm 91 24 graduate graduate VB work_5q5kihz46jaevgqzflwcshzajm 91 25 . . . work_5q5kihz46jaevgqzflwcshzajm 92 1 An an DT work_5q5kihz46jaevgqzflwcshzajm 92 2 administrator administrator NN work_5q5kihz46jaevgqzflwcshzajm 92 3 may may MD work_5q5kihz46jaevgqzflwcshzajm 92 4 wish wish VB work_5q5kihz46jaevgqzflwcshzajm 92 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 92 6 find find VB work_5q5kihz46jaevgqzflwcshzajm 92 7 out out RP work_5q5kihz46jaevgqzflwcshzajm 92 8 information information NN work_5q5kihz46jaevgqzflwcshzajm 92 9 such such JJ work_5q5kihz46jaevgqzflwcshzajm 92 10 as as IN work_5q5kihz46jaevgqzflwcshzajm 92 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 92 12 admission admission NN work_5q5kihz46jaevgqzflwcshzajm 92 13 requirements requirement NNS work_5q5kihz46jaevgqzflwcshzajm 92 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 92 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 92 16 predict predict VB work_5q5kihz46jaevgqzflwcshzajm 92 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 92 18 class class NN work_5q5kihz46jaevgqzflwcshzajm 92 19 enrollment enrollment NN work_5q5kihz46jaevgqzflwcshzajm 92 20 size size NN work_5q5kihz46jaevgqzflwcshzajm 92 21 for for IN work_5q5kihz46jaevgqzflwcshzajm 92 22 timetabling timetable VBG work_5q5kihz46jaevgqzflwcshzajm 92 23 . . . work_5q5kihz46jaevgqzflwcshzajm 93 1 Students student NNS work_5q5kihz46jaevgqzflwcshzajm 93 2 may may MD work_5q5kihz46jaevgqzflwcshzajm 93 3 wish wish VB work_5q5kihz46jaevgqzflwcshzajm 93 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 93 5 know know VB work_5q5kihz46jaevgqzflwcshzajm 93 6 how how WRB work_5q5kihz46jaevgqzflwcshzajm 93 7 best good JJS work_5q5kihz46jaevgqzflwcshzajm 93 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 93 9 select select VB work_5q5kihz46jaevgqzflwcshzajm 93 10 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 93 11 Table table NN work_5q5kihz46jaevgqzflwcshzajm 93 12 1 1 CD work_5q5kihz46jaevgqzflwcshzajm 93 13 Some some DT work_5q5kihz46jaevgqzflwcshzajm 93 14 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 93 15 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 93 16 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 93 17 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 93 18 , , , work_5q5kihz46jaevgqzflwcshzajm 93 19 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 93 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 93 21 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 93 22 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 93 23 Tool Tool NNP work_5q5kihz46jaevgqzflwcshzajm 93 24 name name NN work_5q5kihz46jaevgqzflwcshzajm 93 25 Authors Authors NNP work_5q5kihz46jaevgqzflwcshzajm 93 26 Mining Mining NNP work_5q5kihz46jaevgqzflwcshzajm 93 27 task task NN work_5q5kihz46jaevgqzflwcshzajm 93 28 Mining Mining NNP work_5q5kihz46jaevgqzflwcshzajm 93 29 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 93 30 Za€ıane Za€ıane NNP work_5q5kihz46jaevgqzflwcshzajm 93 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 93 32 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 93 33 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 93 34 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 93 35 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 93 36 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 93 37 and and CC work_5q5kihz46jaevgqzflwcshzajm 93 38 patterns pattern VBZ work_5q5kihz46jaevgqzflwcshzajm 93 39 MultiStar MultiStar NNP work_5q5kihz46jaevgqzflwcshzajm 93 40 Silva Silva NNP work_5q5kihz46jaevgqzflwcshzajm 93 41 and and CC work_5q5kihz46jaevgqzflwcshzajm 93 42 Vieira Vieira NNP work_5q5kihz46jaevgqzflwcshzajm 93 43 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 93 44 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 93 45 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 93 46 Association association NN work_5q5kihz46jaevgqzflwcshzajm 93 47 and and CC work_5q5kihz46jaevgqzflwcshzajm 93 48 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 93 49 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 93 50 Analysis Analysis NNP work_5q5kihz46jaevgqzflwcshzajm 93 51 Center Center NNP work_5q5kihz46jaevgqzflwcshzajm 93 52 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 93 53 et et NNP work_5q5kihz46jaevgqzflwcshzajm 93 54 al al NNP work_5q5kihz46jaevgqzflwcshzajm 93 55 . . . work_5q5kihz46jaevgqzflwcshzajm 94 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 94 2 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 94 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 94 4 Association association NN work_5q5kihz46jaevgqzflwcshzajm 94 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 94 6 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 94 7 EPRules EPRules NNP work_5q5kihz46jaevgqzflwcshzajm 94 8 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 94 9 et et NNP work_5q5kihz46jaevgqzflwcshzajm 94 10 al al NNP work_5q5kihz46jaevgqzflwcshzajm 94 11 . . . work_5q5kihz46jaevgqzflwcshzajm 95 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 95 2 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 95 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 95 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 95 5 KAON KAON NNP work_5q5kihz46jaevgqzflwcshzajm 95 6 Tane Tane NNP work_5q5kihz46jaevgqzflwcshzajm 95 7 et et NNP work_5q5kihz46jaevgqzflwcshzajm 95 8 al al NNP work_5q5kihz46jaevgqzflwcshzajm 95 9 . . . work_5q5kihz46jaevgqzflwcshzajm 96 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 96 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 96 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 96 4 Text text NN work_5q5kihz46jaevgqzflwcshzajm 96 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 96 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 96 7 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 96 8 TADA TADA NNP work_5q5kihz46jaevgqzflwcshzajm 96 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 96 10 ED ED NNP work_5q5kihz46jaevgqzflwcshzajm 96 11 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 96 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 96 13 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 96 14 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 96 15 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 96 16 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 96 17 Classification Classification NNP work_5q5kihz46jaevgqzflwcshzajm 96 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 96 19 association association NN work_5q5kihz46jaevgqzflwcshzajm 96 20 O3R O3R NNP work_5q5kihz46jaevgqzflwcshzajm 96 21 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 96 22 et et NNP work_5q5kihz46jaevgqzflwcshzajm 96 23 al al NNP work_5q5kihz46jaevgqzflwcshzajm 96 24 . . . work_5q5kihz46jaevgqzflwcshzajm 97 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 97 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 97 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 97 4 Sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 97 5 patterns patterns NNPS work_5q5kihz46jaevgqzflwcshzajm 97 6 Synergo Synergo NNP work_5q5kihz46jaevgqzflwcshzajm 97 7 / / SYM work_5q5kihz46jaevgqzflwcshzajm 97 8 ColAT ColAT NNP work_5q5kihz46jaevgqzflwcshzajm 97 9 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 97 10 et et NNP work_5q5kihz46jaevgqzflwcshzajm 97 11 al al NNP work_5q5kihz46jaevgqzflwcshzajm 97 12 . . . work_5q5kihz46jaevgqzflwcshzajm 98 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 98 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 98 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 98 4 Statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 98 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 98 6 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 98 7 GISMO GISMO NNP work_5q5kihz46jaevgqzflwcshzajm 98 8 / / SYM work_5q5kihz46jaevgqzflwcshzajm 98 9 CourseVis CourseVis NNP work_5q5kihz46jaevgqzflwcshzajm 98 10 Mazza Mazza NNP work_5q5kihz46jaevgqzflwcshzajm 98 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 98 12 Milani Milani NNP work_5q5kihz46jaevgqzflwcshzajm 98 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 98 14 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 98 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 98 16 Visualization Visualization NNP work_5q5kihz46jaevgqzflwcshzajm 98 17 Listen Listen NNP work_5q5kihz46jaevgqzflwcshzajm 98 18 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 98 19 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 98 20 et et NNP work_5q5kihz46jaevgqzflwcshzajm 98 21 al al NNP work_5q5kihz46jaevgqzflwcshzajm 98 22 . . . work_5q5kihz46jaevgqzflwcshzajm 99 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 99 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 99 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 99 4 Visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 99 5 TAFPA TAFPA NNP work_5q5kihz46jaevgqzflwcshzajm 99 6 Damez Damez NNP work_5q5kihz46jaevgqzflwcshzajm 99 7 et et NNP work_5q5kihz46jaevgqzflwcshzajm 99 8 al al NNP work_5q5kihz46jaevgqzflwcshzajm 99 9 . . . work_5q5kihz46jaevgqzflwcshzajm 100 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 100 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 100 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 100 4 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 100 5 iPDF_Analyzer ipdf_analyzer NN work_5q5kihz46jaevgqzflwcshzajm 100 6 Bari Bari NNP work_5q5kihz46jaevgqzflwcshzajm 100 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 100 8 Benzater Benzater NNP work_5q5kihz46jaevgqzflwcshzajm 100 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 100 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 100 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 100 12 Text Text NNP work_5q5kihz46jaevgqzflwcshzajm 100 13 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 100 14 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 100 15 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 100 16 , , , work_5q5kihz46jaevgqzflwcshzajm 100 17 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 100 18 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 100 19 / / SYM work_5q5kihz46jaevgqzflwcshzajm 100 20 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 100 21 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 100 22 with with IN work_5q5kihz46jaevgqzflwcshzajm 100 23 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 100 24 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 100 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 100 26 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 100 27 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 100 28 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 100 29 137 137 CD work_5q5kihz46jaevgqzflwcshzajm 100 30 A a NN work_5q5kihz46jaevgqzflwcshzajm 100 31 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 100 32 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 100 33 r r NN work_5q5kihz46jaevgqzflwcshzajm 100 34 's 's POS work_5q5kihz46jaevgqzflwcshzajm 100 35 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 100 36 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 100 37 on on IN work_5q5kihz46jaevgqzflwcshzajm 100 38 al al NNP work_5q5kihz46jaevgqzflwcshzajm 100 39 co co NNP work_5q5kihz46jaevgqzflwcshzajm 100 40 py py NNP work_5q5kihz46jaevgqzflwcshzajm 100 41 based base VBN work_5q5kihz46jaevgqzflwcshzajm 100 42 on on IN work_5q5kihz46jaevgqzflwcshzajm 100 43 prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 100 44 of of IN work_5q5kihz46jaevgqzflwcshzajm 100 45 how how WRB work_5q5kihz46jaevgqzflwcshzajm 100 46 well well RB work_5q5kihz46jaevgqzflwcshzajm 100 47 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 100 48 will will MD work_5q5kihz46jaevgqzflwcshzajm 100 49 perform perform VB work_5q5kihz46jaevgqzflwcshzajm 100 50 in in IN work_5q5kihz46jaevgqzflwcshzajm 100 51 the the DT work_5q5kihz46jaevgqzflwcshzajm 100 52 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 100 53 selected select VBN work_5q5kihz46jaevgqzflwcshzajm 100 54 . . . work_5q5kihz46jaevgqzflwcshzajm 101 1 Instructors instructor NNS work_5q5kihz46jaevgqzflwcshzajm 101 2 may may MD work_5q5kihz46jaevgqzflwcshzajm 101 3 wish wish VB work_5q5kihz46jaevgqzflwcshzajm 101 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 101 5 know know VB work_5q5kihz46jaevgqzflwcshzajm 101 6 what what WP work_5q5kihz46jaevgqzflwcshzajm 101 7 learn- learn- JJ work_5q5kihz46jaevgqzflwcshzajm 101 8 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 101 9 experiences experience NNS work_5q5kihz46jaevgqzflwcshzajm 101 10 are be VBP work_5q5kihz46jaevgqzflwcshzajm 101 11 most most RBS work_5q5kihz46jaevgqzflwcshzajm 101 12 contributive contributive JJ work_5q5kihz46jaevgqzflwcshzajm 101 13 to to IN work_5q5kihz46jaevgqzflwcshzajm 101 14 overall overall JJ work_5q5kihz46jaevgqzflwcshzajm 101 15 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 101 16 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 101 17 , , , work_5q5kihz46jaevgqzflwcshzajm 101 18 why why WRB work_5q5kihz46jaevgqzflwcshzajm 101 19 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 101 20 one one CD work_5q5kihz46jaevgqzflwcshzajm 101 21 class class NN work_5q5kihz46jaevgqzflwcshzajm 101 22 outperforming outperform VBG work_5q5kihz46jaevgqzflwcshzajm 101 23 the the DT work_5q5kihz46jaevgqzflwcshzajm 101 24 other other JJ work_5q5kihz46jaevgqzflwcshzajm 101 25 , , , work_5q5kihz46jaevgqzflwcshzajm 101 26 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 101 27 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 101 28 of of IN work_5q5kihz46jaevgqzflwcshzajm 101 29 students student NNS work_5q5kihz46jaevgqzflwcshzajm 101 30 , , , work_5q5kihz46jaevgqzflwcshzajm 101 31 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 101 32 . . . work_5q5kihz46jaevgqzflwcshzajm 102 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 102 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 102 3 some some DT work_5q5kihz46jaevgqzflwcshzajm 102 4 works work NNS work_5q5kihz46jaevgqzflwcshzajm 102 5 about about IN work_5q5kihz46jaevgqzflwcshzajm 102 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 102 7 application application NN work_5q5kihz46jaevgqzflwcshzajm 102 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 102 9 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 102 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 102 11 in in IN work_5q5kihz46jaevgqzflwcshzajm 102 12 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 102 13 education education NN work_5q5kihz46jaevgqzflwcshzajm 102 14 . . . work_5q5kihz46jaevgqzflwcshzajm 103 1 One one CD work_5q5kihz46jaevgqzflwcshzajm 103 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 103 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 103 4 first first JJ work_5q5kihz46jaevgqzflwcshzajm 103 5 articles article NNS work_5q5kihz46jaevgqzflwcshzajm 103 6 about about IN work_5q5kihz46jaevgqzflwcshzajm 103 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 103 8 use use NN work_5q5kihz46jaevgqzflwcshzajm 103 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 103 10 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 103 11 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 103 12 in in IN work_5q5kihz46jaevgqzflwcshzajm 103 13 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 103 14 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 103 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 103 16 understand understand VB work_5q5kihz46jaevgqzflwcshzajm 103 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 103 18 student student NN work_5q5kihz46jaevgqzflwcshzajm 103 19 enrollment enrollment NN work_5q5kihz46jaevgqzflwcshzajm 103 20 was be VBD work_5q5kihz46jaevgqzflwcshzajm 103 21 written write VBN work_5q5kihz46jaevgqzflwcshzajm 103 22 by by IN work_5q5kihz46jaevgqzflwcshzajm 103 23 Sanjeev Sanjeev NNP work_5q5kihz46jaevgqzflwcshzajm 103 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 103 25 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 103 26 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 103 27 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 103 28 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 103 29 . . . work_5q5kihz46jaevgqzflwcshzajm 104 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 104 2 apply apply VBP work_5q5kihz46jaevgqzflwcshzajm 104 3 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 104 4 discov- discov- NN work_5q5kihz46jaevgqzflwcshzajm 104 5 ery ery NN work_5q5kihz46jaevgqzflwcshzajm 104 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 104 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 104 8 form form NN work_5q5kihz46jaevgqzflwcshzajm 104 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 104 10 statements statement NNS work_5q5kihz46jaevgqzflwcshzajm 104 11 ‘ ' `` work_5q5kihz46jaevgqzflwcshzajm 104 12 ‘ ' `` work_5q5kihz46jaevgqzflwcshzajm 104 13 Pattern Pattern NNP work_5q5kihz46jaevgqzflwcshzajm 104 14 P P NNP work_5q5kihz46jaevgqzflwcshzajm 104 15 holds hold VBZ work_5q5kihz46jaevgqzflwcshzajm 104 16 for for IN work_5q5kihz46jaevgqzflwcshzajm 104 17 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 104 18 in in IN work_5q5kihz46jaevgqzflwcshzajm 104 19 Range Range NNP work_5q5kihz46jaevgqzflwcshzajm 104 20 R R NNP work_5q5kihz46jaevgqzflwcshzajm 104 21 ’ ' '' work_5q5kihz46jaevgqzflwcshzajm 104 22 ’ ' '' work_5q5kihz46jaevgqzflwcshzajm 104 23 to to IN work_5q5kihz46jaevgqzflwcshzajm 104 24 university university NN work_5q5kihz46jaevgqzflwcshzajm 104 25 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 104 26 . . . work_5q5kihz46jaevgqzflwcshzajm 105 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 105 2 results result NNS work_5q5kihz46jaevgqzflwcshzajm 105 3 were be VBD work_5q5kihz46jaevgqzflwcshzajm 105 4 pre- pre- RB work_5q5kihz46jaevgqzflwcshzajm 105 5 sented sente VBN work_5q5kihz46jaevgqzflwcshzajm 105 6 to to IN work_5q5kihz46jaevgqzflwcshzajm 105 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 105 8 senior senior JJ work_5q5kihz46jaevgqzflwcshzajm 105 9 university university NN work_5q5kihz46jaevgqzflwcshzajm 105 10 administrator administrator NN work_5q5kihz46jaevgqzflwcshzajm 105 11 in in IN work_5q5kihz46jaevgqzflwcshzajm 105 12 order order NN work_5q5kihz46jaevgqzflwcshzajm 105 13 to to TO work_5q5kihz46jaevgqzflwcshzajm 105 14 make make VB work_5q5kihz46jaevgqzflwcshzajm 105 15 strategic strategic JJ work_5q5kihz46jaevgqzflwcshzajm 105 16 decisions decision NNS work_5q5kihz46jaevgqzflwcshzajm 105 17 about about IN work_5q5kihz46jaevgqzflwcshzajm 105 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 105 19 institutional institutional JJ work_5q5kihz46jaevgqzflwcshzajm 105 20 policies policy NNS work_5q5kihz46jaevgqzflwcshzajm 105 21 . . . work_5q5kihz46jaevgqzflwcshzajm 106 1 Another another DT work_5q5kihz46jaevgqzflwcshzajm 106 2 work work NN work_5q5kihz46jaevgqzflwcshzajm 106 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 106 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 106 5 use use NN work_5q5kihz46jaevgqzflwcshzajm 106 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 106 7 KDD KDD NNP work_5q5kihz46jaevgqzflwcshzajm 106 8 to to IN work_5q5kihz46jaevgqzflwcshzajm 106 9 identity identity NN work_5q5kihz46jaevgqzflwcshzajm 106 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 106 11 understand understand VB work_5q5kihz46jaevgqzflwcshzajm 106 12 whether whether IN work_5q5kihz46jaevgqzflwcshzajm 106 13 curriculum curriculum NN work_5q5kihz46jaevgqzflwcshzajm 106 14 revisions revision NNS work_5q5kihz46jaevgqzflwcshzajm 106 15 can can MD work_5q5kihz46jaevgqzflwcshzajm 106 16 affect affect VB work_5q5kihz46jaevgqzflwcshzajm 106 17 students student NNS work_5q5kihz46jaevgqzflwcshzajm 106 18 in in IN work_5q5kihz46jaevgqzflwcshzajm 106 19 a a DT work_5q5kihz46jaevgqzflwcshzajm 106 20 Bra- Bra- NNP work_5q5kihz46jaevgqzflwcshzajm 106 21 zilian zilian NNP work_5q5kihz46jaevgqzflwcshzajm 106 22 university university NN work_5q5kihz46jaevgqzflwcshzajm 106 23 was be VBD work_5q5kihz46jaevgqzflwcshzajm 106 24 done do VBN work_5q5kihz46jaevgqzflwcshzajm 106 25 by by IN work_5q5kihz46jaevgqzflwcshzajm 106 26 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 106 27 et et NNP work_5q5kihz46jaevgqzflwcshzajm 106 28 al al NNP work_5q5kihz46jaevgqzflwcshzajm 106 29 . . . work_5q5kihz46jaevgqzflwcshzajm 107 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 107 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 107 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 107 4 . . . work_5q5kihz46jaevgqzflwcshzajm 108 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 108 2 ver- ver- VBP work_5q5kihz46jaevgqzflwcshzajm 108 3 ify ify VBP work_5q5kihz46jaevgqzflwcshzajm 108 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 108 5 qualitative qualitative JJ work_5q5kihz46jaevgqzflwcshzajm 108 6 impact impact NN work_5q5kihz46jaevgqzflwcshzajm 108 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 108 8 revisions revision NNS work_5q5kihz46jaevgqzflwcshzajm 108 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 108 10 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 108 11 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 108 12 using use VBG work_5q5kihz46jaevgqzflwcshzajm 108 13 a a DT work_5q5kihz46jaevgqzflwcshzajm 108 14 number number NN work_5q5kihz46jaevgqzflwcshzajm 108 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 108 16 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 108 17 , , , work_5q5kihz46jaevgqzflwcshzajm 108 18 such such JJ work_5q5kihz46jaevgqzflwcshzajm 108 19 as as IN work_5q5kihz46jaevgqzflwcshzajm 108 20 summarization summarization NN work_5q5kihz46jaevgqzflwcshzajm 108 21 , , , work_5q5kihz46jaevgqzflwcshzajm 108 22 associa- associa- NNP work_5q5kihz46jaevgqzflwcshzajm 108 23 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 108 24 , , , work_5q5kihz46jaevgqzflwcshzajm 108 25 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 108 26 . . . work_5q5kihz46jaevgqzflwcshzajm 109 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 109 2 a a DT work_5q5kihz46jaevgqzflwcshzajm 109 3 related related JJ work_5q5kihz46jaevgqzflwcshzajm 109 4 work work NN work_5q5kihz46jaevgqzflwcshzajm 109 5 , , , work_5q5kihz46jaevgqzflwcshzajm 109 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 109 7 objective objective NN work_5q5kihz46jaevgqzflwcshzajm 109 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 109 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 109 10 select select VB work_5q5kihz46jaevgqzflwcshzajm 109 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 109 12 weak weak JJ work_5q5kihz46jaevgqzflwcshzajm 109 13 students student NNS work_5q5kihz46jaevgqzflwcshzajm 109 14 to to TO work_5q5kihz46jaevgqzflwcshzajm 109 15 attend attend VB work_5q5kihz46jaevgqzflwcshzajm 109 16 remedial remedial JJ work_5q5kihz46jaevgqzflwcshzajm 109 17 classes class NNS work_5q5kihz46jaevgqzflwcshzajm 109 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 109 19 Ma Ma NNP work_5q5kihz46jaevgqzflwcshzajm 109 20 et et FW work_5q5kihz46jaevgqzflwcshzajm 109 21 al al NNP work_5q5kihz46jaevgqzflwcshzajm 109 22 . . NNP work_5q5kihz46jaevgqzflwcshzajm 109 23 , , , work_5q5kihz46jaevgqzflwcshzajm 109 24 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 109 25 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 109 26 . . . work_5q5kihz46jaevgqzflwcshzajm 110 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 110 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 110 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 110 4 scoring score VBG work_5q5kihz46jaevgqzflwcshzajm 110 5 function function NN work_5q5kihz46jaevgqzflwcshzajm 110 6 that that WDT work_5q5kihz46jaevgqzflwcshzajm 110 7 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 110 8 based base VBN work_5q5kihz46jaevgqzflwcshzajm 110 9 on on IN work_5q5kihz46jaevgqzflwcshzajm 110 10 association association NN work_5q5kihz46jaevgqzflwcshzajm 110 11 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 110 12 . . . work_5q5kihz46jaevgqzflwcshzajm 111 1 First first RB work_5q5kihz46jaevgqzflwcshzajm 111 2 , , , work_5q5kihz46jaevgqzflwcshzajm 111 3 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 111 4 identify identify VBP work_5q5kihz46jaevgqzflwcshzajm 111 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 111 6 potential potential JJ work_5q5kihz46jaevgqzflwcshzajm 111 7 weak weak JJ work_5q5kihz46jaevgqzflwcshzajm 111 8 students student NNS work_5q5kihz46jaevgqzflwcshzajm 111 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 111 10 then then RB work_5q5kihz46jaevgqzflwcshzajm 111 11 select select VB work_5q5kihz46jaevgqzflwcshzajm 111 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 111 13 course course NN work_5q5kihz46jaevgqzflwcshzajm 111 14 that that IN work_5q5kihz46jaevgqzflwcshzajm 111 15 each each DT work_5q5kihz46jaevgqzflwcshzajm 111 16 weak weak JJ work_5q5kihz46jaevgqzflwcshzajm 111 17 student student NN work_5q5kihz46jaevgqzflwcshzajm 111 18 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 111 19 recommended recommend VBN work_5q5kihz46jaevgqzflwcshzajm 111 20 to to TO work_5q5kihz46jaevgqzflwcshzajm 111 21 take take VB work_5q5kihz46jaevgqzflwcshzajm 111 22 . . . work_5q5kihz46jaevgqzflwcshzajm 112 1 Finally finally RB work_5q5kihz46jaevgqzflwcshzajm 112 2 , , , work_5q5kihz46jaevgqzflwcshzajm 112 3 an an DT work_5q5kihz46jaevgqzflwcshzajm 112 4 application application NN work_5q5kihz46jaevgqzflwcshzajm 112 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 112 6 higher high JJR work_5q5kihz46jaevgqzflwcshzajm 112 7 education education NN work_5q5kihz46jaevgqzflwcshzajm 112 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 112 9 doing do VBG work_5q5kihz46jaevgqzflwcshzajm 112 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 112 11 comprehensive comprehensive JJ work_5q5kihz46jaevgqzflwcshzajm 112 12 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 112 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 112 14 student student NN work_5q5kihz46jaevgqzflwcshzajm 112 15 characteristics characteristic NNS work_5q5kihz46jaevgqzflwcshzajm 112 16 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 112 17 done do VBN work_5q5kihz46jaevgqzflwcshzajm 112 18 by by IN work_5q5kihz46jaevgqzflwcshzajm 112 19 Luan Luan NNP work_5q5kihz46jaevgqzflwcshzajm 112 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 112 21 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 112 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 112 23 . . . work_5q5kihz46jaevgqzflwcshzajm 113 1 He -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 113 2 proposes propose VBZ work_5q5kihz46jaevgqzflwcshzajm 113 3 to to TO work_5q5kihz46jaevgqzflwcshzajm 113 4 use use VB work_5q5kihz46jaevgqzflwcshzajm 113 5 different different JJ work_5q5kihz46jaevgqzflwcshzajm 113 6 unsupervised unsupervised JJ work_5q5kihz46jaevgqzflwcshzajm 113 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 113 8 Kohonen Kohonen NNP work_5q5kihz46jaevgqzflwcshzajm 113 9 nets net NNS work_5q5kihz46jaevgqzflwcshzajm 113 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 113 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 113 12 supervised supervise VBN work_5q5kihz46jaevgqzflwcshzajm 113 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 113 14 C5.0 C5.0 NNP work_5q5kihz46jaevgqzflwcshzajm 113 15 , , , work_5q5kihz46jaevgqzflwcshzajm 113 16 genetic genetic JJ work_5q5kihz46jaevgqzflwcshzajm 113 17 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 113 18 , , , work_5q5kihz46jaevgqzflwcshzajm 113 19 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 113 20 . . . work_5q5kihz46jaevgqzflwcshzajm 113 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 114 1 data data NNP work_5q5kihz46jaevgqzflwcshzajm 114 2 mining mining NNP work_5q5kihz46jaevgqzflwcshzajm 114 3 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 114 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 114 5 do do VB work_5q5kihz46jaevgqzflwcshzajm 114 6 clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 114 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 114 8 prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 114 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 114 10 order order NN work_5q5kihz46jaevgqzflwcshzajm 114 11 to to TO work_5q5kihz46jaevgqzflwcshzajm 114 12 enable enable VB work_5q5kihz46jaevgqzflwcshzajm 114 13 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 114 14 institutions institution NNS work_5q5kihz46jaevgqzflwcshzajm 114 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 114 16 better well RBR work_5q5kihz46jaevgqzflwcshzajm 114 17 allocate allocate VB work_5q5kihz46jaevgqzflwcshzajm 114 18 resources resource NNS work_5q5kihz46jaevgqzflwcshzajm 114 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 114 20 staff staff NN work_5q5kihz46jaevgqzflwcshzajm 114 21 , , , work_5q5kihz46jaevgqzflwcshzajm 114 22 proac- proac- NNP work_5q5kihz46jaevgqzflwcshzajm 114 23 tively tively RB work_5q5kihz46jaevgqzflwcshzajm 114 24 manage manage VBP work_5q5kihz46jaevgqzflwcshzajm 114 25 student student NN work_5q5kihz46jaevgqzflwcshzajm 114 26 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 114 27 , , , work_5q5kihz46jaevgqzflwcshzajm 114 28 and and CC work_5q5kihz46jaevgqzflwcshzajm 114 29 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 114 30 the the DT work_5q5kihz46jaevgqzflwcshzajm 114 31 effective- effective- JJ work_5q5kihz46jaevgqzflwcshzajm 114 32 ness ness NN work_5q5kihz46jaevgqzflwcshzajm 114 33 of of IN work_5q5kihz46jaevgqzflwcshzajm 114 34 alumni alumnus NNS work_5q5kihz46jaevgqzflwcshzajm 114 35 development development NN work_5q5kihz46jaevgqzflwcshzajm 114 36 . . . work_5q5kihz46jaevgqzflwcshzajm 115 1 2.2 2.2 CD work_5q5kihz46jaevgqzflwcshzajm 115 2 . . . work_5q5kihz46jaevgqzflwcshzajm 116 1 Distance distance NN work_5q5kihz46jaevgqzflwcshzajm 116 2 education education NN work_5q5kihz46jaevgqzflwcshzajm 116 3 Distance Distance NNP work_5q5kihz46jaevgqzflwcshzajm 116 4 education education NN work_5q5kihz46jaevgqzflwcshzajm 116 5 or or CC work_5q5kihz46jaevgqzflwcshzajm 116 6 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 116 7 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 116 8 consists consist VBZ work_5q5kihz46jaevgqzflwcshzajm 116 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 116 10 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 116 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 116 12 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 116 13 providing provide VBG work_5q5kihz46jaevgqzflwcshzajm 116 14 access access NN work_5q5kihz46jaevgqzflwcshzajm 116 15 to to IN work_5q5kihz46jaevgqzflwcshzajm 116 16 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 116 17 programs program NNS work_5q5kihz46jaevgqzflwcshzajm 116 18 for for IN work_5q5kihz46jaevgqzflwcshzajm 116 19 students student NNS work_5q5kihz46jaevgqzflwcshzajm 116 20 who who WP work_5q5kihz46jaevgqzflwcshzajm 116 21 are be VBP work_5q5kihz46jaevgqzflwcshzajm 116 22 separated separate VBN work_5q5kihz46jaevgqzflwcshzajm 116 23 by by IN work_5q5kihz46jaevgqzflwcshzajm 116 24 time time NN work_5q5kihz46jaevgqzflwcshzajm 116 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 116 26 space space NN work_5q5kihz46jaevgqzflwcshzajm 116 27 from from IN work_5q5kihz46jaevgqzflwcshzajm 116 28 lecturers lecturer NNS work_5q5kihz46jaevgqzflwcshzajm 116 29 . . . work_5q5kihz46jaevgqzflwcshzajm 117 1 e e LS work_5q5kihz46jaevgqzflwcshzajm 117 2 - - : work_5q5kihz46jaevgqzflwcshzajm 117 3 Learning Learning NNP work_5q5kihz46jaevgqzflwcshzajm 117 4 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 117 5 lack lack VBP work_5q5kihz46jaevgqzflwcshzajm 117 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 117 7 closer close JJR work_5q5kihz46jaevgqzflwcshzajm 117 8 student student NN work_5q5kihz46jaevgqzflwcshzajm 117 9 – – : work_5q5kihz46jaevgqzflwcshzajm 117 10 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 117 11 relationship relationship NN work_5q5kihz46jaevgqzflwcshzajm 117 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 117 13 one one CD work_5q5kihz46jaevgqzflwcshzajm 117 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 117 15 one one CD work_5q5kihz46jaevgqzflwcshzajm 117 16 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 117 17 . . . work_5q5kihz46jaevgqzflwcshzajm 118 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 118 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 118 3 dif- dif- RB work_5q5kihz46jaevgqzflwcshzajm 118 4 ferent ferent JJ work_5q5kihz46jaevgqzflwcshzajm 118 5 subtypes subtype NNS work_5q5kihz46jaevgqzflwcshzajm 118 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 118 7 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 118 8 education education NN work_5q5kihz46jaevgqzflwcshzajm 118 9 : : : work_5q5kihz46jaevgqzflwcshzajm 118 10 paper paper NN work_5q5kihz46jaevgqzflwcshzajm 118 11 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 118 12 based base VBN work_5q5kihz46jaevgqzflwcshzajm 118 13 corre- corre- NN work_5q5kihz46jaevgqzflwcshzajm 118 14 spondence spondence NNP work_5q5kihz46jaevgqzflwcshzajm 118 15 education education NNP work_5q5kihz46jaevgqzflwcshzajm 118 16 , , , work_5q5kihz46jaevgqzflwcshzajm 118 17 videotape videotape NN work_5q5kihz46jaevgqzflwcshzajm 118 18 education education NN work_5q5kihz46jaevgqzflwcshzajm 118 19 , , , work_5q5kihz46jaevgqzflwcshzajm 118 20 computer- computer- NN work_5q5kihz46jaevgqzflwcshzajm 118 21 aided aid VBN work_5q5kihz46jaevgqzflwcshzajm 118 22 education education NN work_5q5kihz46jaevgqzflwcshzajm 118 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 118 24 multimedia multimedia NNP work_5q5kihz46jaevgqzflwcshzajm 118 25 education education NNP work_5q5kihz46jaevgqzflwcshzajm 118 26 , , , work_5q5kihz46jaevgqzflwcshzajm 118 27 internet internet NN work_5q5kihz46jaevgqzflwcshzajm 118 28 education education NN work_5q5kihz46jaevgqzflwcshzajm 118 29 or or CC work_5q5kihz46jaevgqzflwcshzajm 118 30 web web NN work_5q5kihz46jaevgqzflwcshzajm 118 31 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 118 32 based base VBN work_5q5kihz46jaevgqzflwcshzajm 118 33 education education NN work_5q5kihz46jaevgqzflwcshzajm 118 34 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 118 35 , , , work_5q5kihz46jaevgqzflwcshzajm 118 36 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 118 37 . . . work_5q5kihz46jaevgqzflwcshzajm 119 1 Currently currently RB work_5q5kihz46jaevgqzflwcshzajm 119 2 , , , work_5q5kihz46jaevgqzflwcshzajm 119 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 119 4 most most RBS work_5q5kihz46jaevgqzflwcshzajm 119 5 used use VBN work_5q5kihz46jaevgqzflwcshzajm 119 6 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 119 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 119 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 119 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 119 10 education education NN work_5q5kihz46jaevgqzflwcshzajm 119 11 allowing allow VBG work_5q5kihz46jaevgqzflwcshzajm 119 12 students student NNS work_5q5kihz46jaevgqzflwcshzajm 119 13 to to TO work_5q5kihz46jaevgqzflwcshzajm 119 14 conveniently conveniently RB work_5q5kihz46jaevgqzflwcshzajm 119 15 learn learn VB work_5q5kihz46jaevgqzflwcshzajm 119 16 via via IN work_5q5kihz46jaevgqzflwcshzajm 119 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 119 18 Internet internet NN work_5q5kihz46jaevgqzflwcshzajm 119 19 . . . work_5q5kihz46jaevgqzflwcshzajm 120 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 120 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 120 3 based base VBN work_5q5kihz46jaevgqzflwcshzajm 120 4 education education NN work_5q5kihz46jaevgqzflwcshzajm 120 5 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 120 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 120 7 form form NN work_5q5kihz46jaevgqzflwcshzajm 120 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 120 9 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 120 10 education education NN work_5q5kihz46jaevgqzflwcshzajm 120 11 delivered deliver VBN work_5q5kihz46jaevgqzflwcshzajm 120 12 over over IN work_5q5kihz46jaevgqzflwcshzajm 120 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 120 14 Internet internet NN work_5q5kihz46jaevgqzflwcshzajm 120 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 120 16 Johnson Johnson NNP work_5q5kihz46jaevgqzflwcshzajm 120 17 et et NNP work_5q5kihz46jaevgqzflwcshzajm 120 18 al al NNP work_5q5kihz46jaevgqzflwcshzajm 120 19 . . NNP work_5q5kihz46jaevgqzflwcshzajm 120 20 , , , work_5q5kihz46jaevgqzflwcshzajm 120 21 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 120 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 120 23 . . . work_5q5kihz46jaevgqzflwcshzajm 121 1 Today today NN work_5q5kihz46jaevgqzflwcshzajm 121 2 , , , work_5q5kihz46jaevgqzflwcshzajm 121 3 there there EX work_5q5kihz46jaevgqzflwcshzajm 121 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 121 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 121 6 lot lot NN work_5q5kihz46jaevgqzflwcshzajm 121 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 121 8 terms term NNS work_5q5kihz46jaevgqzflwcshzajm 121 9 used use VBN work_5q5kihz46jaevgqzflwcshzajm 121 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 121 11 refer refer VB work_5q5kihz46jaevgqzflwcshzajm 121 12 to to IN work_5q5kihz46jaevgqzflwcshzajm 121 13 web web NN work_5q5kihz46jaevgqzflwcshzajm 121 14 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 121 15 based base VBN work_5q5kihz46jaevgqzflwcshzajm 121 16 education education NN work_5q5kihz46jaevgqzflwcshzajm 121 17 such such JJ work_5q5kihz46jaevgqzflwcshzajm 121 18 as as IN work_5q5kihz46jaevgqzflwcshzajm 121 19 e e NN work_5q5kihz46jaevgqzflwcshzajm 121 20 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 121 21 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 121 22 , , , work_5q5kihz46jaevgqzflwcshzajm 121 23 e e NN work_5q5kihz46jaevgqzflwcshzajm 121 24 - - NN work_5q5kihz46jaevgqzflwcshzajm 121 25 training training NN work_5q5kihz46jaevgqzflwcshzajm 121 26 , , , work_5q5kihz46jaevgqzflwcshzajm 121 27 online online JJ work_5q5kihz46jaevgqzflwcshzajm 121 28 instruction instruction NN work_5q5kihz46jaevgqzflwcshzajm 121 29 , , , work_5q5kihz46jaevgqzflwcshzajm 121 30 web web NN work_5q5kihz46jaevgqzflwcshzajm 121 31 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 121 32 based base VBN work_5q5kihz46jaevgqzflwcshzajm 121 33 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 121 34 , , , work_5q5kihz46jaevgqzflwcshzajm 121 35 web web NN work_5q5kihz46jaevgqzflwcshzajm 121 36 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 121 37 based base VBN work_5q5kihz46jaevgqzflwcshzajm 121 38 training training NN work_5q5kihz46jaevgqzflwcshzajm 121 39 , , , work_5q5kihz46jaevgqzflwcshzajm 121 40 web web NN work_5q5kihz46jaevgqzflwcshzajm 121 41 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 121 42 based base VBN work_5q5kihz46jaevgqzflwcshzajm 121 43 instruction instruction NN work_5q5kihz46jaevgqzflwcshzajm 121 44 , , , work_5q5kihz46jaevgqzflwcshzajm 121 45 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 121 46 . . . work_5q5kihz46jaevgqzflwcshzajm 122 1 And and CC work_5q5kihz46jaevgqzflwcshzajm 122 2 there there EX work_5q5kihz46jaevgqzflwcshzajm 122 3 are be VBP work_5q5kihz46jaevgqzflwcshzajm 122 4 different different JJ work_5q5kihz46jaevgqzflwcshzajm 122 5 types type NNS work_5q5kihz46jaevgqzflwcshzajm 122 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 122 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 122 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 122 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 122 10 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 122 11 : : : work_5q5kihz46jaevgqzflwcshzajm 122 12 synchronous synchronous JJ work_5q5kihz46jaevgqzflwcshzajm 122 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 122 14 asynchronous asynchronous JJ work_5q5kihz46jaevgqzflwcshzajm 122 15 , , , work_5q5kihz46jaevgqzflwcshzajm 122 16 col- col- JJ work_5q5kihz46jaevgqzflwcshzajm 122 17 laborative laborative NN work_5q5kihz46jaevgqzflwcshzajm 122 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 122 19 non non JJ work_5q5kihz46jaevgqzflwcshzajm 122 20 - - JJ work_5q5kihz46jaevgqzflwcshzajm 122 21 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 122 22 , , , work_5q5kihz46jaevgqzflwcshzajm 122 23 closed close VBD work_5q5kihz46jaevgqzflwcshzajm 122 24 corpus corpus NNP work_5q5kihz46jaevgqzflwcshzajm 122 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 122 26 open open JJ work_5q5kihz46jaevgqzflwcshzajm 122 27 corpus corpus NN work_5q5kihz46jaevgqzflwcshzajm 122 28 , , , work_5q5kihz46jaevgqzflwcshzajm 122 29 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 122 30 . . . work_5q5kihz46jaevgqzflwcshzajm 123 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 123 2 web web NN work_5q5kihz46jaevgqzflwcshzajm 123 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 123 4 based base VBN work_5q5kihz46jaevgqzflwcshzajm 123 5 education education NN work_5q5kihz46jaevgqzflwcshzajm 123 6 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 123 7 can can MD work_5q5kihz46jaevgqzflwcshzajm 123 8 nor- nor- RB work_5q5kihz46jaevgqzflwcshzajm 123 9 mally mally RB work_5q5kihz46jaevgqzflwcshzajm 123 10 record record VB work_5q5kihz46jaevgqzflwcshzajm 123 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 123 12 student student NN work_5q5kihz46jaevgqzflwcshzajm 123 13 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 123 14 accesses access NNS work_5q5kihz46jaevgqzflwcshzajm 123 15 in in IN work_5q5kihz46jaevgqzflwcshzajm 123 16 web web NN work_5q5kihz46jaevgqzflwcshzajm 123 17 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 123 18 that that WDT work_5q5kihz46jaevgqzflwcshzajm 123 19 provide provide VBP work_5q5kihz46jaevgqzflwcshzajm 123 20 a a DT work_5q5kihz46jaevgqzflwcshzajm 123 21 raw raw JJ work_5q5kihz46jaevgqzflwcshzajm 123 22 trace trace NN work_5q5kihz46jaevgqzflwcshzajm 123 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 123 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 123 25 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 123 26 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 123 27 navigation navigation NN work_5q5kihz46jaevgqzflwcshzajm 123 28 on on IN work_5q5kihz46jaevgqzflwcshzajm 123 29 the the DT work_5q5kihz46jaevgqzflwcshzajm 123 30 site site NN work_5q5kihz46jaevgqzflwcshzajm 123 31 . . . work_5q5kihz46jaevgqzflwcshzajm 124 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 124 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 124 3 several several JJ work_5q5kihz46jaevgqzflwcshzajm 124 4 types type NNS work_5q5kihz46jaevgqzflwcshzajm 124 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 124 6 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 124 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 124 8 Srivastava Srivastava NNP work_5q5kihz46jaevgqzflwcshzajm 124 9 et et FW work_5q5kihz46jaevgqzflwcshzajm 124 10 al al NNP work_5q5kihz46jaevgqzflwcshzajm 124 11 . . NNP work_5q5kihz46jaevgqzflwcshzajm 124 12 , , , work_5q5kihz46jaevgqzflwcshzajm 124 13 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 124 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 124 15 : : : work_5q5kihz46jaevgqzflwcshzajm 124 16 • • NNP work_5q5kihz46jaevgqzflwcshzajm 124 17 Server server NN work_5q5kihz46jaevgqzflwcshzajm 124 18 log log NN work_5q5kihz46jaevgqzflwcshzajm 124 19 file file NN work_5q5kihz46jaevgqzflwcshzajm 124 20 . . . work_5q5kihz46jaevgqzflwcshzajm 125 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 125 2 constitutes constitute VBZ work_5q5kihz46jaevgqzflwcshzajm 125 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 125 4 most most RBS work_5q5kihz46jaevgqzflwcshzajm 125 5 widely widely RB work_5q5kihz46jaevgqzflwcshzajm 125 6 used use VBN work_5q5kihz46jaevgqzflwcshzajm 125 7 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 125 8 source source NN work_5q5kihz46jaevgqzflwcshzajm 125 9 for for IN work_5q5kihz46jaevgqzflwcshzajm 125 10 performing perform VBG work_5q5kihz46jaevgqzflwcshzajm 125 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 125 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 125 13 , , , work_5q5kihz46jaevgqzflwcshzajm 125 14 containing contain VBG work_5q5kihz46jaevgqzflwcshzajm 125 15 just just RB work_5q5kihz46jaevgqzflwcshzajm 125 16 the the DT work_5q5kihz46jaevgqzflwcshzajm 125 17 bare bare JJ work_5q5kihz46jaevgqzflwcshzajm 125 18 details detail NNS work_5q5kihz46jaevgqzflwcshzajm 125 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 125 20 timing timing NN work_5q5kihz46jaevgqzflwcshzajm 125 21 , , , work_5q5kihz46jaevgqzflwcshzajm 125 22 path path NN work_5q5kihz46jaevgqzflwcshzajm 125 23 , , , work_5q5kihz46jaevgqzflwcshzajm 125 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 125 25 input input NN work_5q5kihz46jaevgqzflwcshzajm 125 26 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 125 27 response response NN work_5q5kihz46jaevgqzflwcshzajm 125 28 . . . work_5q5kihz46jaevgqzflwcshzajm 126 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 126 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 126 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 126 4 variety variety NN work_5q5kihz46jaevgqzflwcshzajm 126 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 126 6 formats format NNS work_5q5kihz46jaevgqzflwcshzajm 126 7 , , , work_5q5kihz46jaevgqzflwcshzajm 126 8 such such JJ work_5q5kihz46jaevgqzflwcshzajm 126 9 as as IN work_5q5kihz46jaevgqzflwcshzajm 126 10 common common JJ work_5q5kihz46jaevgqzflwcshzajm 126 11 log log NN work_5q5kihz46jaevgqzflwcshzajm 126 12 for- for- XX work_5q5kihz46jaevgqzflwcshzajm 126 13 mat mat NN work_5q5kihz46jaevgqzflwcshzajm 126 14 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 126 15 CLF CLF NNP work_5q5kihz46jaevgqzflwcshzajm 126 16 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 126 17 , , , work_5q5kihz46jaevgqzflwcshzajm 126 18 extended extend VBN work_5q5kihz46jaevgqzflwcshzajm 126 19 log log NN work_5q5kihz46jaevgqzflwcshzajm 126 20 format format NN work_5q5kihz46jaevgqzflwcshzajm 126 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 126 22 ELF ELF NNP work_5q5kihz46jaevgqzflwcshzajm 126 23 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 126 24 , , , work_5q5kihz46jaevgqzflwcshzajm 126 25 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 126 26 . . . work_5q5kihz46jaevgqzflwcshzajm 127 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 127 2 Koutri Koutri NNP work_5q5kihz46jaevgqzflwcshzajm 127 3 , , , work_5q5kihz46jaevgqzflwcshzajm 127 4 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 127 5 , , , work_5q5kihz46jaevgqzflwcshzajm 127 6 & & CC work_5q5kihz46jaevgqzflwcshzajm 127 7 Daskalaki Daskalaki NNP work_5q5kihz46jaevgqzflwcshzajm 127 8 , , , work_5q5kihz46jaevgqzflwcshzajm 127 9 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 127 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 127 11 . . . work_5q5kihz46jaevgqzflwcshzajm 128 1 Normally normally RB work_5q5kihz46jaevgqzflwcshzajm 128 2 , , , work_5q5kihz46jaevgqzflwcshzajm 128 3 there there EX work_5q5kihz46jaevgqzflwcshzajm 128 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 128 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 128 6 single single JJ work_5q5kihz46jaevgqzflwcshzajm 128 7 log log NN work_5q5kihz46jaevgqzflwcshzajm 128 8 file file NN work_5q5kihz46jaevgqzflwcshzajm 128 9 for for IN work_5q5kihz46jaevgqzflwcshzajm 128 10 all all DT work_5q5kihz46jaevgqzflwcshzajm 128 11 students student NNS work_5q5kihz46jaevgqzflwcshzajm 128 12 . . . work_5q5kihz46jaevgqzflwcshzajm 129 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 129 2 Client client NN work_5q5kihz46jaevgqzflwcshzajm 129 3 log log NN work_5q5kihz46jaevgqzflwcshzajm 129 4 file file NN work_5q5kihz46jaevgqzflwcshzajm 129 5 . . . work_5q5kihz46jaevgqzflwcshzajm 130 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 130 2 consists consist VBZ work_5q5kihz46jaevgqzflwcshzajm 130 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 130 4 a a DT work_5q5kihz46jaevgqzflwcshzajm 130 5 set set NN work_5q5kihz46jaevgqzflwcshzajm 130 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 130 7 log log NN work_5q5kihz46jaevgqzflwcshzajm 130 8 files file NNS work_5q5kihz46jaevgqzflwcshzajm 130 9 , , , work_5q5kihz46jaevgqzflwcshzajm 130 10 one one CD work_5q5kihz46jaevgqzflwcshzajm 130 11 per per IN work_5q5kihz46jaevgqzflwcshzajm 130 12 student student NN work_5q5kihz46jaevgqzflwcshzajm 130 13 , , , work_5q5kihz46jaevgqzflwcshzajm 130 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 130 15 contains contain VBZ work_5q5kihz46jaevgqzflwcshzajm 130 16 information information NN work_5q5kihz46jaevgqzflwcshzajm 130 17 about about IN work_5q5kihz46jaevgqzflwcshzajm 130 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 130 19 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 130 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 130 21 the the DT work_5q5kihz46jaevgqzflwcshzajm 130 22 user user NN work_5q5kihz46jaevgqzflwcshzajm 130 23 with with IN work_5q5kihz46jaevgqzflwcshzajm 130 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 130 25 system system NN work_5q5kihz46jaevgqzflwcshzajm 130 26 . . . work_5q5kihz46jaevgqzflwcshzajm 131 1 Can Can MD work_5q5kihz46jaevgqzflwcshzajm 131 2 be be VB work_5q5kihz46jaevgqzflwcshzajm 131 3 implemented implement VBN work_5q5kihz46jaevgqzflwcshzajm 131 4 by by IN work_5q5kihz46jaevgqzflwcshzajm 131 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 131 6 remote remote JJ work_5q5kihz46jaevgqzflwcshzajm 131 7 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 131 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 131 9 such such JJ work_5q5kihz46jaevgqzflwcshzajm 131 10 Javascripts Javascripts NNPS work_5q5kihz46jaevgqzflwcshzajm 131 11 , , , work_5q5kihz46jaevgqzflwcshzajm 131 12 Java Java NNP work_5q5kihz46jaevgqzflwcshzajm 131 13 Applets Applets NNP work_5q5kihz46jaevgqzflwcshzajm 131 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 131 15 , , , work_5q5kihz46jaevgqzflwcshzajm 131 16 modify- modify- NNP work_5q5kihz46jaevgqzflwcshzajm 131 17 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 131 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 131 19 source source NN work_5q5kihz46jaevgqzflwcshzajm 131 20 code code NN work_5q5kihz46jaevgqzflwcshzajm 131 21 of of IN work_5q5kihz46jaevgqzflwcshzajm 131 22 an an DT work_5q5kihz46jaevgqzflwcshzajm 131 23 existing exist VBG work_5q5kihz46jaevgqzflwcshzajm 131 24 browser browser NN work_5q5kihz46jaevgqzflwcshzajm 131 25 , , , work_5q5kihz46jaevgqzflwcshzajm 131 26 or or CC work_5q5kihz46jaevgqzflwcshzajm 131 27 using use VBG work_5q5kihz46jaevgqzflwcshzajm 131 28 cookies cookie NNS work_5q5kihz46jaevgqzflwcshzajm 131 29 . . . work_5q5kihz46jaevgqzflwcshzajm 132 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 132 2 Proxy proxy JJ work_5q5kihz46jaevgqzflwcshzajm 132 3 log log NN work_5q5kihz46jaevgqzflwcshzajm 132 4 file file NN work_5q5kihz46jaevgqzflwcshzajm 132 5 . . . work_5q5kihz46jaevgqzflwcshzajm 133 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 133 2 consists consist VBZ work_5q5kihz46jaevgqzflwcshzajm 133 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 133 4 a a DT work_5q5kihz46jaevgqzflwcshzajm 133 5 set set NN work_5q5kihz46jaevgqzflwcshzajm 133 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 133 7 log log NN work_5q5kihz46jaevgqzflwcshzajm 133 8 files file NNS work_5q5kihz46jaevgqzflwcshzajm 133 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 133 10 caching cache VBG work_5q5kihz46jaevgqzflwcshzajm 133 11 between between IN work_5q5kihz46jaevgqzflwcshzajm 133 12 client client NN work_5q5kihz46jaevgqzflwcshzajm 133 13 browsers browser NNS work_5q5kihz46jaevgqzflwcshzajm 133 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 133 15 web web NN work_5q5kihz46jaevgqzflwcshzajm 133 16 servers server NNS work_5q5kihz46jaevgqzflwcshzajm 133 17 . . . work_5q5kihz46jaevgqzflwcshzajm 134 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 134 2 informa- informa- JJ work_5q5kihz46jaevgqzflwcshzajm 134 3 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 134 4 complements complement NNS work_5q5kihz46jaevgqzflwcshzajm 134 5 server server VBP work_5q5kihz46jaevgqzflwcshzajm 134 6 log log NN work_5q5kihz46jaevgqzflwcshzajm 134 7 file file NN work_5q5kihz46jaevgqzflwcshzajm 134 8 information information NN work_5q5kihz46jaevgqzflwcshzajm 134 9 . . . work_5q5kihz46jaevgqzflwcshzajm 135 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 135 2 should should MD work_5q5kihz46jaevgqzflwcshzajm 135 3 be be VB work_5q5kihz46jaevgqzflwcshzajm 135 4 noted note VBN work_5q5kihz46jaevgqzflwcshzajm 135 5 that that IN work_5q5kihz46jaevgqzflwcshzajm 135 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 135 7 concept concept NN work_5q5kihz46jaevgqzflwcshzajm 135 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 135 9 logging log VBG work_5q5kihz46jaevgqzflwcshzajm 135 10 may may MD work_5q5kihz46jaevgqzflwcshzajm 135 11 include include VB work_5q5kihz46jaevgqzflwcshzajm 135 12 restrictions restriction NNS work_5q5kihz46jaevgqzflwcshzajm 135 13 by by IN work_5q5kihz46jaevgqzflwcshzajm 135 14 law law NN work_5q5kihz46jaevgqzflwcshzajm 135 15 . . . work_5q5kihz46jaevgqzflwcshzajm 136 1 Therefore therefore RB work_5q5kihz46jaevgqzflwcshzajm 136 2 , , , work_5q5kihz46jaevgqzflwcshzajm 136 3 whenever whenever WRB work_5q5kihz46jaevgqzflwcshzajm 136 4 a a DT work_5q5kihz46jaevgqzflwcshzajm 136 5 log log NN work_5q5kihz46jaevgqzflwcshzajm 136 6 sys- sys- NN work_5q5kihz46jaevgqzflwcshzajm 136 7 tem tem NN work_5q5kihz46jaevgqzflwcshzajm 136 8 authenticates authenticate VBZ work_5q5kihz46jaevgqzflwcshzajm 136 9 users user NNS work_5q5kihz46jaevgqzflwcshzajm 136 10 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 136 11 should should MD work_5q5kihz46jaevgqzflwcshzajm 136 12 not not RB work_5q5kihz46jaevgqzflwcshzajm 136 13 relate relate VB work_5q5kihz46jaevgqzflwcshzajm 136 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 136 15 a a DT work_5q5kihz46jaevgqzflwcshzajm 136 16 person person NN work_5q5kihz46jaevgqzflwcshzajm 136 17 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 136 18 true true JJ work_5q5kihz46jaevgqzflwcshzajm 136 19 identity identity NN work_5q5kihz46jaevgqzflwcshzajm 136 20 but but CC work_5q5kihz46jaevgqzflwcshzajm 136 21 primarily primarily RB work_5q5kihz46jaevgqzflwcshzajm 136 22 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 136 23 as as IN work_5q5kihz46jaevgqzflwcshzajm 136 24 individual individual JJ work_5q5kihz46jaevgqzflwcshzajm 136 25 persons person NNS work_5q5kihz46jaevgqzflwcshzajm 136 26 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 136 27 Rahkila Rahkila NNP work_5q5kihz46jaevgqzflwcshzajm 136 28 & & CC work_5q5kihz46jaevgqzflwcshzajm 136 29 Karjalainen Karjalainen NNP work_5q5kihz46jaevgqzflwcshzajm 136 30 , , , work_5q5kihz46jaevgqzflwcshzajm 136 31 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 136 32 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 136 33 . . . work_5q5kihz46jaevgqzflwcshzajm 137 1 Log log JJ work_5q5kihz46jaevgqzflwcshzajm 137 2 files file NNS work_5q5kihz46jaevgqzflwcshzajm 137 3 also also RB work_5q5kihz46jaevgqzflwcshzajm 137 4 have have VBP work_5q5kihz46jaevgqzflwcshzajm 137 5 several several JJ work_5q5kihz46jaevgqzflwcshzajm 137 6 inherent inherent JJ work_5q5kihz46jaevgqzflwcshzajm 137 7 limitations limitation NNS work_5q5kihz46jaevgqzflwcshzajm 137 8 , , , work_5q5kihz46jaevgqzflwcshzajm 137 9 tracking track VBG work_5q5kihz46jaevgqzflwcshzajm 137 10 for for IN work_5q5kihz46jaevgqzflwcshzajm 137 11 files file NNS work_5q5kihz46jaevgqzflwcshzajm 137 12 not not RB work_5q5kihz46jaevgqzflwcshzajm 137 13 users user NNS work_5q5kihz46jaevgqzflwcshzajm 137 14 , , , work_5q5kihz46jaevgqzflwcshzajm 137 15 simple simple JJ work_5q5kihz46jaevgqzflwcshzajm 137 16 clicks click NNS work_5q5kihz46jaevgqzflwcshzajm 137 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 137 18 not not RB work_5q5kihz46jaevgqzflwcshzajm 137 19 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 137 20 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 137 21 , , , work_5q5kihz46jaevgqzflwcshzajm 137 22 not not RB work_5q5kihz46jaevgqzflwcshzajm 137 23 capturing capture VBG work_5q5kihz46jaevgqzflwcshzajm 137 24 contextual contextual JJ work_5q5kihz46jaevgqzflwcshzajm 137 25 information information NN work_5q5kihz46jaevgqzflwcshzajm 137 26 , , , work_5q5kihz46jaevgqzflwcshzajm 137 27 recognizing recognize VBG work_5q5kihz46jaevgqzflwcshzajm 137 28 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 137 29 computers computer NNS work_5q5kihz46jaevgqzflwcshzajm 137 30 not not RB work_5q5kihz46jaevgqzflwcshzajm 137 31 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 137 32 people people NNS work_5q5kihz46jaevgqzflwcshzajm 137 33 , , , work_5q5kihz46jaevgqzflwcshzajm 137 34 having have VBG work_5q5kihz46jaevgqzflwcshzajm 137 35 incomplete incomplete JJ work_5q5kihz46jaevgqzflwcshzajm 137 36 and and CC work_5q5kihz46jaevgqzflwcshzajm 137 37 incorrect incorrect JJ work_5q5kihz46jaevgqzflwcshzajm 137 38 information information NN work_5q5kihz46jaevgqzflwcshzajm 137 39 prob- prob- NNP work_5q5kihz46jaevgqzflwcshzajm 137 40 lem lem XX work_5q5kihz46jaevgqzflwcshzajm 137 41 , , , work_5q5kihz46jaevgqzflwcshzajm 137 42 and and CC work_5q5kihz46jaevgqzflwcshzajm 137 43 some some DT work_5q5kihz46jaevgqzflwcshzajm 137 44 technical technical JJ work_5q5kihz46jaevgqzflwcshzajm 137 45 aspects aspect NNS work_5q5kihz46jaevgqzflwcshzajm 137 46 of of IN work_5q5kihz46jaevgqzflwcshzajm 137 47 web web NN work_5q5kihz46jaevgqzflwcshzajm 137 48 browser browser NN work_5q5kihz46jaevgqzflwcshzajm 137 49 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 137 50 as as IN work_5q5kihz46jaevgqzflwcshzajm 137 51 the the DT work_5q5kihz46jaevgqzflwcshzajm 137 52 cache cache NN work_5q5kihz46jaevgqzflwcshzajm 137 53 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 137 54 may may MD work_5q5kihz46jaevgqzflwcshzajm 137 55 prevent prevent VB work_5q5kihz46jaevgqzflwcshzajm 137 56 to to TO work_5q5kihz46jaevgqzflwcshzajm 137 57 record record NN work_5q5kihz46jaevgqzflwcshzajm 137 58 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 137 59 . . . work_5q5kihz46jaevgqzflwcshzajm 138 1 To to TO work_5q5kihz46jaevgqzflwcshzajm 138 2 address address VB work_5q5kihz46jaevgqzflwcshzajm 138 3 these these DT work_5q5kihz46jaevgqzflwcshzajm 138 4 prob- prob- JJ work_5q5kihz46jaevgqzflwcshzajm 138 5 lems lem NNS work_5q5kihz46jaevgqzflwcshzajm 138 6 , , , work_5q5kihz46jaevgqzflwcshzajm 138 7 authors author NNS work_5q5kihz46jaevgqzflwcshzajm 138 8 have have VBP work_5q5kihz46jaevgqzflwcshzajm 138 9 proposed propose VBN work_5q5kihz46jaevgqzflwcshzajm 138 10 several several JJ work_5q5kihz46jaevgqzflwcshzajm 138 11 solutions solution NNS work_5q5kihz46jaevgqzflwcshzajm 138 12 . . . work_5q5kihz46jaevgqzflwcshzajm 139 1 Yu Yu NNP work_5q5kihz46jaevgqzflwcshzajm 139 2 , , , work_5q5kihz46jaevgqzflwcshzajm 139 3 Own own JJ work_5q5kihz46jaevgqzflwcshzajm 139 4 , , , work_5q5kihz46jaevgqzflwcshzajm 139 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 139 6 Lin Lin NNP work_5q5kihz46jaevgqzflwcshzajm 139 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 139 8 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 139 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 139 10 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 139 11 to to TO work_5q5kihz46jaevgqzflwcshzajm 139 12 use use VB work_5q5kihz46jaevgqzflwcshzajm 139 13 another another DT work_5q5kihz46jaevgqzflwcshzajm 139 14 way way NN work_5q5kihz46jaevgqzflwcshzajm 139 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 139 16 record record VB work_5q5kihz46jaevgqzflwcshzajm 139 17 a a DT work_5q5kihz46jaevgqzflwcshzajm 139 18 lear- lear- NN work_5q5kihz46jaevgqzflwcshzajm 139 19 ner ner NNP work_5q5kihz46jaevgqzflwcshzajm 139 20 ’s ’s NNP work_5q5kihz46jaevgqzflwcshzajm 139 21 portfolio portfolio NN work_5q5kihz46jaevgqzflwcshzajm 139 22 that that WDT work_5q5kihz46jaevgqzflwcshzajm 139 23 includes include VBZ work_5q5kihz46jaevgqzflwcshzajm 139 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 139 25 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 139 26 path path NN work_5q5kihz46jaevgqzflwcshzajm 139 27 , , , work_5q5kihz46jaevgqzflwcshzajm 139 28 preferred preferred JJ work_5q5kihz46jaevgqzflwcshzajm 139 29 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 139 30 course course NN work_5q5kihz46jaevgqzflwcshzajm 139 31 , , , work_5q5kihz46jaevgqzflwcshzajm 139 32 grade grade NN work_5q5kihz46jaevgqzflwcshzajm 139 33 of of IN work_5q5kihz46jaevgqzflwcshzajm 139 34 course course NN work_5q5kihz46jaevgqzflwcshzajm 139 35 , , , work_5q5kihz46jaevgqzflwcshzajm 139 36 and and CC work_5q5kihz46jaevgqzflwcshzajm 139 37 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 139 38 time time NN work_5q5kihz46jaevgqzflwcshzajm 139 39 , , , work_5q5kihz46jaevgqzflwcshzajm 139 40 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 139 41 . . . work_5q5kihz46jaevgqzflwcshzajm 140 1 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 140 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 140 3 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 140 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 140 5 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 140 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 140 7 use use VB work_5q5kihz46jaevgqzflwcshzajm 140 8 more more JJR work_5q5kihz46jaevgqzflwcshzajm 140 9 information information NN work_5q5kihz46jaevgqzflwcshzajm 140 10 channels channel NNS work_5q5kihz46jaevgqzflwcshzajm 140 11 to to TO work_5q5kihz46jaevgqzflwcshzajm 140 12 model model VB work_5q5kihz46jaevgqzflwcshzajm 140 13 user user NN work_5q5kihz46jaevgqzflwcshzajm 140 14 navigational navigational JJ work_5q5kihz46jaevgqzflwcshzajm 140 15 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 140 16 : : : work_5q5kihz46jaevgqzflwcshzajm 140 17 web web NN work_5q5kihz46jaevgqzflwcshzajm 140 18 access access NN work_5q5kihz46jaevgqzflwcshzajm 140 19 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 140 20 , , , work_5q5kihz46jaevgqzflwcshzajm 140 21 the the DT work_5q5kihz46jaevgqzflwcshzajm 140 22 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 140 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 140 24 a a DT work_5q5kihz46jaevgqzflwcshzajm 140 25 visited visit VBN work_5q5kihz46jaevgqzflwcshzajm 140 26 web web NN work_5q5kihz46jaevgqzflwcshzajm 140 27 site site NN work_5q5kihz46jaevgqzflwcshzajm 140 28 , , , work_5q5kihz46jaevgqzflwcshzajm 140 29 and and CC work_5q5kihz46jaevgqzflwcshzajm 140 30 the the DT work_5q5kihz46jaevgqzflwcshzajm 140 31 content content NN work_5q5kihz46jaevgqzflwcshzajm 140 32 of of IN work_5q5kihz46jaevgqzflwcshzajm 140 33 visited visit VBN work_5q5kihz46jaevgqzflwcshzajm 140 34 web web NN work_5q5kihz46jaevgqzflwcshzajm 140 35 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 140 36 . . . work_5q5kihz46jaevgqzflwcshzajm 141 1 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 141 2 , , , work_5q5kihz46jaevgqzflwcshzajm 141 3 Komis Komis NNP work_5q5kihz46jaevgqzflwcshzajm 141 4 , , , work_5q5kihz46jaevgqzflwcshzajm 141 5 Fiotakis Fiotakis NNP work_5q5kihz46jaevgqzflwcshzajm 141 6 , , , work_5q5kihz46jaevgqzflwcshzajm 141 7 Margaritis Margaritis NNP work_5q5kihz46jaevgqzflwcshzajm 141 8 , , , work_5q5kihz46jaevgqzflwcshzajm 141 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 141 10 Voyiatzaki Voyiatzaki NNP work_5q5kihz46jaevgqzflwcshzajm 141 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 141 12 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 141 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 141 14 expand expand VB work_5q5kihz46jaevgqzflwcshzajm 141 15 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 141 16 generated generate VBN work_5q5kihz46jaevgqzflwcshzajm 141 17 log log NN work_5q5kihz46jaevgqzflwcshzajm 141 18 files file NNS work_5q5kihz46jaevgqzflwcshzajm 141 19 by by IN work_5q5kihz46jaevgqzflwcshzajm 141 20 introduc- introduc- NNP work_5q5kihz46jaevgqzflwcshzajm 141 21 ing e VBG work_5q5kihz46jaevgqzflwcshzajm 141 22 contextual contextual JJ work_5q5kihz46jaevgqzflwcshzajm 141 23 information information NN work_5q5kihz46jaevgqzflwcshzajm 141 24 as as IN work_5q5kihz46jaevgqzflwcshzajm 141 25 additional additional JJ work_5q5kihz46jaevgqzflwcshzajm 141 26 events event NNS work_5q5kihz46jaevgqzflwcshzajm 141 27 and and CC work_5q5kihz46jaevgqzflwcshzajm 141 28 by by IN work_5q5kihz46jaevgqzflwcshzajm 141 29 associating associate VBG work_5q5kihz46jaevgqzflwcshzajm 141 30 comments comment NNS work_5q5kihz46jaevgqzflwcshzajm 141 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 141 32 static static JJ work_5q5kihz46jaevgqzflwcshzajm 141 33 files file NNS work_5q5kihz46jaevgqzflwcshzajm 141 34 . . . work_5q5kihz46jaevgqzflwcshzajm 142 1 Monk Monk NNP work_5q5kihz46jaevgqzflwcshzajm 142 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 142 3 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 142 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 142 5 com- com- NN work_5q5kihz46jaevgqzflwcshzajm 142 6 bines bin VBZ work_5q5kihz46jaevgqzflwcshzajm 142 7 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 142 8 on on IN work_5q5kihz46jaevgqzflwcshzajm 142 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 142 10 activity activity NN work_5q5kihz46jaevgqzflwcshzajm 142 11 with with IN work_5q5kihz46jaevgqzflwcshzajm 142 12 content content NN work_5q5kihz46jaevgqzflwcshzajm 142 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 142 14 user user NN work_5q5kihz46jaevgqzflwcshzajm 142 15 profiles profile NNS work_5q5kihz46jaevgqzflwcshzajm 142 16 in in IN work_5q5kihz46jaevgqzflwcshzajm 142 17 a a DT work_5q5kihz46jaevgqzflwcshzajm 142 18 composite composite JJ work_5q5kihz46jaevgqzflwcshzajm 142 19 information information NN work_5q5kihz46jaevgqzflwcshzajm 142 20 model model NN work_5q5kihz46jaevgqzflwcshzajm 142 21 . . . work_5q5kihz46jaevgqzflwcshzajm 143 1 Ingram Ingram NNP work_5q5kihz46jaevgqzflwcshzajm 143 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 143 3 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 143 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 143 5 combines combine VBZ work_5q5kihz46jaevgqzflwcshzajm 143 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 143 7 with with IN work_5q5kihz46jaevgqzflwcshzajm 143 8 other other JJ work_5q5kihz46jaevgqzflwcshzajm 143 9 inquiry inquiry NN work_5q5kihz46jaevgqzflwcshzajm 143 10 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 143 11 , , , work_5q5kihz46jaevgqzflwcshzajm 143 12 such such JJ work_5q5kihz46jaevgqzflwcshzajm 143 13 as as IN work_5q5kihz46jaevgqzflwcshzajm 143 14 informal informal JJ work_5q5kihz46jaevgqzflwcshzajm 143 15 chatting chatting NN work_5q5kihz46jaevgqzflwcshzajm 143 16 with with IN work_5q5kihz46jaevgqzflwcshzajm 143 17 students student NNS work_5q5kihz46jaevgqzflwcshzajm 143 18 , , , work_5q5kihz46jaevgqzflwcshzajm 143 19 in in IN work_5q5kihz46jaevgqzflwcshzajm 143 20 class class NN work_5q5kihz46jaevgqzflwcshzajm 143 21 shows show NNS work_5q5kihz46jaevgqzflwcshzajm 143 22 of of IN work_5q5kihz46jaevgqzflwcshzajm 143 23 hands hand NNS work_5q5kihz46jaevgqzflwcshzajm 143 24 , , , work_5q5kihz46jaevgqzflwcshzajm 143 25 surveys survey NNS work_5q5kihz46jaevgqzflwcshzajm 143 26 , , , work_5q5kihz46jaevgqzflwcshzajm 143 27 or or CC work_5q5kihz46jaevgqzflwcshzajm 143 28 written write VBN work_5q5kihz46jaevgqzflwcshzajm 143 29 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 143 30 about about IN work_5q5kihz46jaevgqzflwcshzajm 143 31 the the DT work_5q5kihz46jaevgqzflwcshzajm 143 32 web web NN work_5q5kihz46jaevgqzflwcshzajm 143 33 site site NN work_5q5kihz46jaevgqzflwcshzajm 143 34 . . . work_5q5kihz46jaevgqzflwcshzajm 144 1 Iksal Iksal NNP work_5q5kihz46jaevgqzflwcshzajm 144 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 144 3 Choquet Choquet NNP work_5q5kihz46jaevgqzflwcshzajm 144 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 144 5 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 144 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 144 7 pro- pro- NN work_5q5kihz46jaevgqzflwcshzajm 144 8 pose pose VBP work_5q5kihz46jaevgqzflwcshzajm 144 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 144 10 use use VB work_5q5kihz46jaevgqzflwcshzajm 144 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 144 12 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 144 13 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 144 14 tracking track VBG work_5q5kihz46jaevgqzflwcshzajm 144 15 meta meta JJ work_5q5kihz46jaevgqzflwcshzajm 144 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 144 17 language language NN work_5q5kihz46jaevgqzflwcshzajm 144 18 to to TO work_5q5kihz46jaevgqzflwcshzajm 144 19 describe describe VB work_5q5kihz46jaevgqzflwcshzajm 144 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 144 21 track track NN work_5q5kihz46jaevgqzflwcshzajm 144 22 semantics semantic NNS work_5q5kihz46jaevgqzflwcshzajm 144 23 recorded record VBN work_5q5kihz46jaevgqzflwcshzajm 144 24 by by IN work_5q5kihz46jaevgqzflwcshzajm 144 25 web web NN work_5q5kihz46jaevgqzflwcshzajm 144 26 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 144 27 based base VBN work_5q5kihz46jaevgqzflwcshzajm 144 28 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 144 29 tional tional JJ work_5q5kihz46jaevgqzflwcshzajm 144 30 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 144 31 . . . work_5q5kihz46jaevgqzflwcshzajm 145 1 Markham Markham NNP work_5q5kihz46jaevgqzflwcshzajm 145 2 et et FW work_5q5kihz46jaevgqzflwcshzajm 145 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 145 4 . . . work_5q5kihz46jaevgqzflwcshzajm 146 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 146 2 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 146 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 146 4 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 146 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 146 6 use use VB work_5q5kihz46jaevgqzflwcshzajm 146 7 soft- soft- JJ work_5q5kihz46jaevgqzflwcshzajm 146 8 ware ware JJ work_5q5kihz46jaevgqzflwcshzajm 146 9 agents agent NNS work_5q5kihz46jaevgqzflwcshzajm 146 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 146 11 extract extract VB work_5q5kihz46jaevgqzflwcshzajm 146 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 146 13 from from IN work_5q5kihz46jaevgqzflwcshzajm 146 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 146 15 e e NN work_5q5kihz46jaevgqzflwcshzajm 146 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 146 17 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 146 18 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 146 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 146 20 to to TO work_5q5kihz46jaevgqzflwcshzajm 146 21 organize organize VB work_5q5kihz46jaevgqzflwcshzajm 146 22 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 146 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 146 24 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 146 25 ways way NNS work_5q5kihz46jaevgqzflwcshzajm 146 26 . . . work_5q5kihz46jaevgqzflwcshzajm 147 1 Next next RB work_5q5kihz46jaevgqzflwcshzajm 147 2 , , , work_5q5kihz46jaevgqzflwcshzajm 147 3 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 147 4 distinguish distinguish VBP work_5q5kihz46jaevgqzflwcshzajm 147 5 between between IN work_5q5kihz46jaevgqzflwcshzajm 147 6 three three CD work_5q5kihz46jaevgqzflwcshzajm 147 7 different different JJ work_5q5kihz46jaevgqzflwcshzajm 147 8 types type NNS 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work_5q5kihz46jaevgqzflwcshzajm 147 27 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 147 28 , , , work_5q5kihz46jaevgqzflwcshzajm 147 29 and and CC work_5q5kihz46jaevgqzflwcshzajm 147 30 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 147 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 147 32 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 147 33 web web NN work_5q5kihz46jaevgqzflwcshzajm 147 34 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 147 35 based base VBN work_5q5kihz46jaevgqzflwcshzajm 147 36 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 147 37 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 147 38 . . . work_5q5kihz46jaevgqzflwcshzajm 148 1 2.2.1 2.2.1 CD work_5q5kihz46jaevgqzflwcshzajm 148 2 . . . work_5q5kihz46jaevgqzflwcshzajm 149 1 Particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 149 2 web web NN work_5q5kihz46jaevgqzflwcshzajm 149 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 149 4 based base VBN work_5q5kihz46jaevgqzflwcshzajm 149 5 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 149 6 Particular Particular NNP work_5q5kihz46jaevgqzflwcshzajm 149 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 149 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 149 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 149 10 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 149 11 are be VBP work_5q5kihz46jaevgqzflwcshzajm 149 12 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 149 13 courseware courseware RB work_5q5kihz46jaevgqzflwcshzajm 149 14 that that WDT work_5q5kihz46jaevgqzflwcshzajm 149 15 use use VBP work_5q5kihz46jaevgqzflwcshzajm 149 16 standard standard JJ work_5q5kihz46jaevgqzflwcshzajm 149 17 HTML html NN work_5q5kihz46jaevgqzflwcshzajm 149 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 149 19 HyperText HyperText NNP work_5q5kihz46jaevgqzflwcshzajm 149 20 Markup Markup NNP work_5q5kihz46jaevgqzflwcshzajm 149 21 Language Language NNP work_5q5kihz46jaevgqzflwcshzajm 149 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 149 23 . . . work_5q5kihz46jaevgqzflwcshzajm 150 1 138 138 CD work_5q5kihz46jaevgqzflwcshzajm 150 2 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 150 3 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 150 4 , , , work_5q5kihz46jaevgqzflwcshzajm 150 5 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 150 6 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 150 7 / / SYM work_5q5kihz46jaevgqzflwcshzajm 150 8 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 150 9 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 150 10 with with IN work_5q5kihz46jaevgqzflwcshzajm 150 11 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 150 12 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 150 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 150 14 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 150 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 150 16 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 150 17 A a NN work_5q5kihz46jaevgqzflwcshzajm 150 18 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 150 19 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 150 20 r r NN work_5q5kihz46jaevgqzflwcshzajm 150 21 's 's POS work_5q5kihz46jaevgqzflwcshzajm 150 22 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 150 23 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 150 24 on on IN work_5q5kihz46jaevgqzflwcshzajm 150 25 al al NNP work_5q5kihz46jaevgqzflwcshzajm 150 26 co co NNP work_5q5kihz46jaevgqzflwcshzajm 150 27 py py NNP work_5q5kihz46jaevgqzflwcshzajm 150 28 There there EX work_5q5kihz46jaevgqzflwcshzajm 150 29 are be VBP work_5q5kihz46jaevgqzflwcshzajm 150 30 a a DT work_5q5kihz46jaevgqzflwcshzajm 150 31 lot lot NN work_5q5kihz46jaevgqzflwcshzajm 150 32 of of IN work_5q5kihz46jaevgqzflwcshzajm 150 33 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 150 34 , , , work_5q5kihz46jaevgqzflwcshzajm 150 35 tutorials tutorial NNS work_5q5kihz46jaevgqzflwcshzajm 150 36 , , , work_5q5kihz46jaevgqzflwcshzajm 150 37 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 150 38 . . . work_5q5kihz46jaevgqzflwcshzajm 151 1 of of IN work_5q5kihz46jaevgqzflwcshzajm 151 2 this this DT work_5q5kihz46jaevgqzflwcshzajm 151 3 type type NN work_5q5kihz46jaevgqzflwcshzajm 151 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 151 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 151 6 Internet internet NN work_5q5kihz46jaevgqzflwcshzajm 151 7 , , , work_5q5kihz46jaevgqzflwcshzajm 151 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 151 9 as as IN work_5q5kihz46jaevgqzflwcshzajm 151 10 another another DT work_5q5kihz46jaevgqzflwcshzajm 151 11 web web NN work_5q5kihz46jaevgqzflwcshzajm 151 12 site site NN work_5q5kihz46jaevgqzflwcshzajm 151 13 , , , work_5q5kihz46jaevgqzflwcshzajm 151 14 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 151 15 have have VBP work_5q5kihz46jaevgqzflwcshzajm 151 16 the the DT work_5q5kihz46jaevgqzflwcshzajm 151 17 same same JJ work_5q5kihz46jaevgqzflwcshzajm 151 18 kinds kind NNS work_5q5kihz46jaevgqzflwcshzajm 151 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 151 20 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 151 21 sources source NNS work_5q5kihz46jaevgqzflwcshzajm 151 22 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 151 23 Srivastava Srivastava NNP work_5q5kihz46jaevgqzflwcshzajm 151 24 et et FW work_5q5kihz46jaevgqzflwcshzajm 151 25 al al NNP work_5q5kihz46jaevgqzflwcshzajm 151 26 . . NNP work_5q5kihz46jaevgqzflwcshzajm 151 27 , , , work_5q5kihz46jaevgqzflwcshzajm 151 28 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 151 29 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 151 30 : : : work_5q5kihz46jaevgqzflwcshzajm 151 31 • • VB work_5q5kihz46jaevgqzflwcshzajm 151 32 Content content NN work_5q5kihz46jaevgqzflwcshzajm 151 33 : : : work_5q5kihz46jaevgqzflwcshzajm 151 34 The the DT work_5q5kihz46jaevgqzflwcshzajm 151 35 real real JJ work_5q5kihz46jaevgqzflwcshzajm 151 36 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 151 37 in in IN work_5q5kihz46jaevgqzflwcshzajm 151 38 the the DT work_5q5kihz46jaevgqzflwcshzajm 151 39 web web NN work_5q5kihz46jaevgqzflwcshzajm 151 40 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 151 41 , , , work_5q5kihz46jaevgqzflwcshzajm 151 42 i.e. i.e. FW work_5q5kihz46jaevgqzflwcshzajm 152 1 the the DT work_5q5kihz46jaevgqzflwcshzajm 152 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 152 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 152 4 web web NN 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work_5q5kihz46jaevgqzflwcshzajm 164 64 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 164 65 classes class NNS work_5q5kihz46jaevgqzflwcshzajm 164 66 and and CC work_5q5kihz46jaevgqzflwcshzajm 164 67 enable enable VB work_5q5kihz46jaevgqzflwcshzajm 164 68 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 164 69 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 164 70 with with IN work_5q5kihz46jaevgqzflwcshzajm 164 71 forums forum NNS work_5q5kihz46jaevgqzflwcshzajm 164 72 , , , work_5q5kihz46jaevgqzflwcshzajm 164 73 chats chat NNS work_5q5kihz46jaevgqzflwcshzajm 164 74 , , , work_5q5kihz46jaevgqzflwcshzajm 164 75 file file NN work_5q5kihz46jaevgqzflwcshzajm 164 76 storage storage NN work_5q5kihz46jaevgqzflwcshzajm 164 77 areas area NNS work_5q5kihz46jaevgqzflwcshzajm 164 78 , , , work_5q5kihz46jaevgqzflwcshzajm 164 79 news news NN work_5q5kihz46jaevgqzflwcshzajm 164 80 services service NNS work_5q5kihz46jaevgqzflwcshzajm 164 81 , , , work_5q5kihz46jaevgqzflwcshzajm 164 82 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 164 83 . . . work_5q5kihz46jaevgqzflwcshzajm 165 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 165 2 examples example NNS work_5q5kihz46jaevgqzflwcshzajm 165 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 165 4 commercial commercial JJ work_5q5kihz46jaevgqzflwcshzajm 165 5 LCMS LCMS NNP work_5q5kihz46jaevgqzflwcshzajm 165 6 are be VBP work_5q5kihz46jaevgqzflwcshzajm 165 7 Blackboard Blackboard NNP work_5q5kihz46jaevgqzflwcshzajm 165 8 , , , work_5q5kihz46jaevgqzflwcshzajm 165 9 Vir- Vir- NNP work_5q5kihz46jaevgqzflwcshzajm 165 10 tual tual JJ work_5q5kihz46jaevgqzflwcshzajm 165 11 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 165 12 U u NN work_5q5kihz46jaevgqzflwcshzajm 165 13 , , , work_5q5kihz46jaevgqzflwcshzajm 165 14 WebCT WebCT NNP work_5q5kihz46jaevgqzflwcshzajm 165 15 , , , work_5q5kihz46jaevgqzflwcshzajm 165 16 TopClass TopClass NNP work_5q5kihz46jaevgqzflwcshzajm 165 17 , , , work_5q5kihz46jaevgqzflwcshzajm 165 18 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 165 19 . . . work_5q5kihz46jaevgqzflwcshzajm 166 1 and and CC work_5q5kihz46jaevgqzflwcshzajm 166 2 some some DT work_5q5kihz46jaevgqzflwcshzajm 166 3 example example NN work_5q5kihz46jaevgqzflwcshzajm 166 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 166 5 free free JJ work_5q5kihz46jaevgqzflwcshzajm 166 6 LCMS LCMS NNP work_5q5kihz46jaevgqzflwcshzajm 166 7 are be VBP work_5q5kihz46jaevgqzflwcshzajm 166 8 Moodle Moodle NNP work_5q5kihz46jaevgqzflwcshzajm 166 9 , , , work_5q5kihz46jaevgqzflwcshzajm 166 10 Ilias Ilias NNP work_5q5kihz46jaevgqzflwcshzajm 166 11 , , , work_5q5kihz46jaevgqzflwcshzajm 166 12 Claroline Claroline NNP work_5q5kihz46jaevgqzflwcshzajm 166 13 , , , work_5q5kihz46jaevgqzflwcshzajm 166 14 aTutor aTutor NNP work_5q5kihz46jaevgqzflwcshzajm 166 15 , , , work_5q5kihz46jaevgqzflwcshzajm 166 16 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 166 17 . . . work_5q5kihz46jaevgqzflwcshzajm 167 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 167 2 Paulsen Paulsen NNP work_5q5kihz46jaevgqzflwcshzajm 167 3 , , , work_5q5kihz46jaevgqzflwcshzajm 167 4 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 167 5 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 167 6 . . . work_5q5kihz46jaevgqzflwcshzajm 168 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 168 2 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 168 3 accumulate accumulate VBP work_5q5kihz46jaevgqzflwcshzajm 168 4 large large JJ work_5q5kihz46jaevgqzflwcshzajm 168 5 log log NN work_5q5kihz46jaevgqzflwcshzajm 168 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 168 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 168 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 168 9 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 168 10 dents dent NNS work_5q5kihz46jaevgqzflwcshzajm 168 11 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 168 12 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 168 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 168 14 usually usually RB work_5q5kihz46jaevgqzflwcshzajm 168 15 have have VBP work_5q5kihz46jaevgqzflwcshzajm 168 16 built build VBN work_5q5kihz46jaevgqzflwcshzajm 168 17 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 168 18 in in RP work_5q5kihz46jaevgqzflwcshzajm 168 19 student student NN work_5q5kihz46jaevgqzflwcshzajm 168 20 monitor- monitor- NN work_5q5kihz46jaevgqzflwcshzajm 168 21 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 168 22 features feature NNS work_5q5kihz46jaevgqzflwcshzajm 168 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 168 24 Mazza Mazza NNP work_5q5kihz46jaevgqzflwcshzajm 168 25 & & CC work_5q5kihz46jaevgqzflwcshzajm 168 26 Milani Milani NNP work_5q5kihz46jaevgqzflwcshzajm 168 27 , , , work_5q5kihz46jaevgqzflwcshzajm 168 28 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 168 29 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 168 30 . . . work_5q5kihz46jaevgqzflwcshzajm 169 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 169 2 can can MD work_5q5kihz46jaevgqzflwcshzajm 169 3 record record VB work_5q5kihz46jaevgqzflwcshzajm 169 4 whatever whatever WDT work_5q5kihz46jaevgqzflwcshzajm 169 5 student student NN work_5q5kihz46jaevgqzflwcshzajm 169 6 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 169 7 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 169 8 involves involve VBZ work_5q5kihz46jaevgqzflwcshzajm 169 9 , , , work_5q5kihz46jaevgqzflwcshzajm 169 10 such such JJ work_5q5kihz46jaevgqzflwcshzajm 169 11 as as IN work_5q5kihz46jaevgqzflwcshzajm 169 12 reading reading NN work_5q5kihz46jaevgqzflwcshzajm 169 13 , , , work_5q5kihz46jaevgqzflwcshzajm 169 14 writ- writ- NNP work_5q5kihz46jaevgqzflwcshzajm 169 15 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 169 16 , , , work_5q5kihz46jaevgqzflwcshzajm 169 17 taking take VBG work_5q5kihz46jaevgqzflwcshzajm 169 18 tests test NNS work_5q5kihz46jaevgqzflwcshzajm 169 19 , , , work_5q5kihz46jaevgqzflwcshzajm 169 20 performing perform VBG work_5q5kihz46jaevgqzflwcshzajm 169 21 various various JJ work_5q5kihz46jaevgqzflwcshzajm 169 22 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 169 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 169 24 real real JJ work_5q5kihz46jaevgqzflwcshzajm 169 25 or or CC work_5q5kihz46jaevgqzflwcshzajm 169 26 virtual virtual JJ work_5q5kihz46jaevgqzflwcshzajm 169 27 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 169 28 , , , work_5q5kihz46jaevgqzflwcshzajm 169 29 even even RB work_5q5kihz46jaevgqzflwcshzajm 169 30 communicating communicate VBG work_5q5kihz46jaevgqzflwcshzajm 169 31 with with IN work_5q5kihz46jaevgqzflwcshzajm 169 32 peers peer NNS work_5q5kihz46jaevgqzflwcshzajm 169 33 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 169 34 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 169 35 , , , work_5q5kihz46jaevgqzflwcshzajm 169 36 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 169 37 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 169 38 . . . work_5q5kihz46jaevgqzflwcshzajm 170 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 170 2 normally normally RB work_5q5kihz46jaevgqzflwcshzajm 170 3 also also RB work_5q5kihz46jaevgqzflwcshzajm 170 4 provide provide VBP work_5q5kihz46jaevgqzflwcshzajm 170 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 170 6 database database NN work_5q5kihz46jaevgqzflwcshzajm 170 7 that that WDT work_5q5kihz46jaevgqzflwcshzajm 170 8 stores store VBZ work_5q5kihz46jaevgqzflwcshzajm 170 9 all all PDT work_5q5kihz46jaevgqzflwcshzajm 170 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 170 11 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 170 12 information information NN work_5q5kihz46jaevgqzflwcshzajm 170 13 : : : work_5q5kihz46jaevgqzflwcshzajm 170 14 personal personal JJ work_5q5kihz46jaevgqzflwcshzajm 170 15 information information NN work_5q5kihz46jaevgqzflwcshzajm 170 16 of of IN work_5q5kihz46jaevgqzflwcshzajm 170 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 170 18 users user NNS work_5q5kihz46jaevgqzflwcshzajm 170 19 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 170 20 profile profile NN work_5q5kihz46jaevgqzflwcshzajm 170 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 170 22 , , , work_5q5kihz46jaevgqzflwcshzajm 170 23 academic academic JJ work_5q5kihz46jaevgqzflwcshzajm 170 24 results result NNS work_5q5kihz46jaevgqzflwcshzajm 170 25 , , , work_5q5kihz46jaevgqzflwcshzajm 170 26 user user NN work_5q5kihz46jaevgqzflwcshzajm 170 27 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 170 28 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 170 29 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 170 30 , , , work_5q5kihz46jaevgqzflwcshzajm 170 31 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 170 32 . . . work_5q5kihz46jaevgqzflwcshzajm 171 1 Although although IN work_5q5kihz46jaevgqzflwcshzajm 171 2 some some DT work_5q5kihz46jaevgqzflwcshzajm 171 3 platforms platform NNS work_5q5kihz46jaevgqzflwcshzajm 171 4 offer offer VBP work_5q5kihz46jaevgqzflwcshzajm 171 5 reporting reporting NN work_5q5kihz46jaevgqzflwcshzajm 171 6 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 171 7 , , , work_5q5kihz46jaevgqzflwcshzajm 171 8 when when WRB work_5q5kihz46jaevgqzflwcshzajm 171 9 there there EX work_5q5kihz46jaevgqzflwcshzajm 171 10 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 171 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 171 12 great great JJ work_5q5kihz46jaevgqzflwcshzajm 171 13 number number NN work_5q5kihz46jaevgqzflwcshzajm 171 14 of of IN work_5q5kihz46jaevgqzflwcshzajm 171 15 students student NNS work_5q5kihz46jaevgqzflwcshzajm 171 16 , , , work_5q5kihz46jaevgqzflwcshzajm 171 17 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 171 18 becomes become VBZ work_5q5kihz46jaevgqzflwcshzajm 171 19 hard hard JJ work_5q5kihz46jaevgqzflwcshzajm 171 20 for for IN work_5q5kihz46jaevgqzflwcshzajm 171 21 a a DT work_5q5kihz46jaevgqzflwcshzajm 171 22 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 171 23 to to TO work_5q5kihz46jaevgqzflwcshzajm 171 24 extract extract VB work_5q5kihz46jaevgqzflwcshzajm 171 25 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 171 26 information information NN work_5q5kihz46jaevgqzflwcshzajm 171 27 . . . work_5q5kihz46jaevgqzflwcshzajm 172 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 172 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 172 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 172 4 be be VB work_5q5kihz46jaevgqzflwcshzajm 172 5 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 172 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 172 7 explore explore VB work_5q5kihz46jaevgqzflwcshzajm 172 8 , , , work_5q5kihz46jaevgqzflwcshzajm 172 9 visualize visualize VB work_5q5kihz46jaevgqzflwcshzajm 172 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 172 11 analyze analyze VB work_5q5kihz46jaevgqzflwcshzajm 172 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 172 13 in in IN work_5q5kihz46jaevgqzflwcshzajm 172 14 order order NN work_5q5kihz46jaevgqzflwcshzajm 172 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 172 16 identify identify VB work_5q5kihz46jaevgqzflwcshzajm 172 17 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 172 18 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 172 19 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 172 20 Talavera Talavera NNP work_5q5kihz46jaevgqzflwcshzajm 172 21 & & CC work_5q5kihz46jaevgqzflwcshzajm 172 22 Gaudioso Gaudioso NNP work_5q5kihz46jaevgqzflwcshzajm 172 23 , , , work_5q5kihz46jaevgqzflwcshzajm 172 24 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 172 25 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 172 26 and and CC work_5q5kihz46jaevgqzflwcshzajm 172 27 to to TO work_5q5kihz46jaevgqzflwcshzajm 172 28 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 172 29 web web NN work_5q5kihz46jaevgqzflwcshzajm 172 30 activity activity NN work_5q5kihz46jaevgqzflwcshzajm 172 31 to to TO work_5q5kihz46jaevgqzflwcshzajm 172 32 get get VB work_5q5kihz46jaevgqzflwcshzajm 172 33 more more JJR work_5q5kihz46jaevgqzflwcshzajm 172 34 objective objective JJ work_5q5kihz46jaevgqzflwcshzajm 172 35 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 172 36 for for IN work_5q5kihz46jaevgqzflwcshzajm 172 37 your -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 172 38 instruction instruction NN work_5q5kihz46jaevgqzflwcshzajm 172 39 and and CC work_5q5kihz46jaevgqzflwcshzajm 172 40 knowing know VBG work_5q5kihz46jaevgqzflwcshzajm 172 41 more more JJR work_5q5kihz46jaevgqzflwcshzajm 172 42 about about IN work_5q5kihz46jaevgqzflwcshzajm 172 43 how how WRB work_5q5kihz46jaevgqzflwcshzajm 172 44 the the DT work_5q5kihz46jaevgqzflwcshzajm 172 45 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 172 46 dents dent NNS work_5q5kihz46jaevgqzflwcshzajm 172 47 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 172 48 on on IN work_5q5kihz46jaevgqzflwcshzajm 172 49 the the DT work_5q5kihz46jaevgqzflwcshzajm 172 50 LCMS LCMS NNP work_5q5kihz46jaevgqzflwcshzajm 172 51 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 172 52 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 172 53 & & CC work_5q5kihz46jaevgqzflwcshzajm 172 54 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 172 55 , , , work_5q5kihz46jaevgqzflwcshzajm 172 56 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 172 57 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 172 58 . . . work_5q5kihz46jaevgqzflwcshzajm 173 1 2.2.3 2.2.3 CD work_5q5kihz46jaevgqzflwcshzajm 173 2 . . . work_5q5kihz46jaevgqzflwcshzajm 174 1 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 174 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 174 3 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 174 4 web web NN work_5q5kihz46jaevgqzflwcshzajm 174 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 174 6 based base VBN work_5q5kihz46jaevgqzflwcshzajm 174 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 174 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 174 9 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 174 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 174 11 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 174 12 web web NN work_5q5kihz46jaevgqzflwcshzajm 174 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 174 14 based base VBN work_5q5kihz46jaevgqzflwcshzajm 174 15 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 174 16 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 174 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 174 18 AIWBES AIWBES NNP work_5q5kihz46jaevgqzflwcshzajm 174 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 174 20 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 174 21 an an DT work_5q5kihz46jaevgqzflwcshzajm 174 22 alternative alternative NN work_5q5kihz46jaevgqzflwcshzajm 174 23 to to IN work_5q5kihz46jaevgqzflwcshzajm 174 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 174 25 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 174 26 just- just- . work_5q5kihz46jaevgqzflwcshzajm 174 27 put put VB work_5q5kihz46jaevgqzflwcshzajm 174 28 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 174 29 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 174 30 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 174 31 on on IN work_5q5kihz46jaevgqzflwcshzajm 174 32 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 174 33 the the DT work_5q5kihz46jaevgqzflwcshzajm 174 34 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 174 35 web web NN work_5q5kihz46jaevgqzflwcshzajm 174 36 approach approach NN work_5q5kihz46jaevgqzflwcshzajm 174 37 in in IN work_5q5kihz46jaevgqzflwcshzajm 174 38 the the DT work_5q5kihz46jaevgqzflwcshzajm 174 39 development development NN work_5q5kihz46jaevgqzflwcshzajm 174 40 of of IN work_5q5kihz46jaevgqzflwcshzajm 174 41 web- web- NN work_5q5kihz46jaevgqzflwcshzajm 174 42 based base VBN work_5q5kihz46jaevgqzflwcshzajm 174 43 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 174 44 courseware courseware NN work_5q5kihz46jaevgqzflwcshzajm 174 45 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 174 46 Brusilovsky Brusilovsky NNP work_5q5kihz46jaevgqzflwcshzajm 174 47 & & CC work_5q5kihz46jaevgqzflwcshzajm 174 48 Peylo Peylo NNP work_5q5kihz46jaevgqzflwcshzajm 174 49 , , , work_5q5kihz46jaevgqzflwcshzajm 174 50 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 174 51 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 174 52 . . . work_5q5kihz46jaevgqzflwcshzajm 175 1 AIWBES AIWBES NNP work_5q5kihz46jaevgqzflwcshzajm 175 2 attempt attempt NN work_5q5kihz46jaevgqzflwcshzajm 175 3 to to TO work_5q5kihz46jaevgqzflwcshzajm 175 4 be be VB work_5q5kihz46jaevgqzflwcshzajm 175 5 more more RBR work_5q5kihz46jaevgqzflwcshzajm 175 6 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 175 7 by by IN work_5q5kihz46jaevgqzflwcshzajm 175 8 building build VBG work_5q5kihz46jaevgqzflwcshzajm 175 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 175 10 model model NN work_5q5kihz46jaevgqzflwcshzajm 175 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 175 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 175 13 goals goal NNS work_5q5kihz46jaevgqzflwcshzajm 175 14 , , , work_5q5kihz46jaevgqzflwcshzajm 175 15 preferences preference NNS work_5q5kihz46jaevgqzflwcshzajm 175 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 175 17 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 175 18 of of IN work_5q5kihz46jaevgqzflwcshzajm 175 19 each each DT work_5q5kihz46jaevgqzflwcshzajm 175 20 individual individual JJ work_5q5kihz46jaevgqzflwcshzajm 175 21 student student NN work_5q5kihz46jaevgqzflwcshzajm 175 22 and and CC work_5q5kihz46jaevgqzflwcshzajm 175 23 using use VBG work_5q5kihz46jaevgqzflwcshzajm 175 24 this this DT work_5q5kihz46jaevgqzflwcshzajm 175 25 model model NN work_5q5kihz46jaevgqzflwcshzajm 175 26 throughout throughout IN work_5q5kihz46jaevgqzflwcshzajm 175 27 the the DT work_5q5kihz46jaevgqzflwcshzajm 175 28 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 175 29 with with IN work_5q5kihz46jaevgqzflwcshzajm 175 30 the the DT work_5q5kihz46jaevgqzflwcshzajm 175 31 student student NN work_5q5kihz46jaevgqzflwcshzajm 175 32 in in IN work_5q5kihz46jaevgqzflwcshzajm 175 33 order order NN work_5q5kihz46jaevgqzflwcshzajm 175 34 to to TO work_5q5kihz46jaevgqzflwcshzajm 175 35 adapt adapt VB work_5q5kihz46jaevgqzflwcshzajm 175 36 to to IN work_5q5kihz46jaevgqzflwcshzajm 175 37 the the DT work_5q5kihz46jaevgqzflwcshzajm 175 38 needs need NNS work_5q5kihz46jaevgqzflwcshzajm 175 39 of of IN work_5q5kihz46jaevgqzflwcshzajm 175 40 that that DT work_5q5kihz46jaevgqzflwcshzajm 175 41 student student NN work_5q5kihz46jaevgqzflwcshzajm 175 42 . . . work_5q5kihz46jaevgqzflwcshzajm 176 1 AIWES aiwe NNS work_5q5kihz46jaevgqzflwcshzajm 176 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 176 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 176 4 result result NN work_5q5kihz46jaevgqzflwcshzajm 176 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 176 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 176 7 joint joint JJ work_5q5kihz46jaevgqzflwcshzajm 176 8 evolution evolution NN work_5q5kihz46jaevgqzflwcshzajm 176 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 176 10 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 176 11 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 176 12 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 176 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 176 14 ITS ITS NNP work_5q5kihz46jaevgqzflwcshzajm 176 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 176 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 176 17 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 176 18 hyperme- hyperme- NNP work_5q5kihz46jaevgqzflwcshzajm 176 19 dia dia NNP work_5q5kihz46jaevgqzflwcshzajm 176 20 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 176 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 176 22 AHS AHS NNP work_5q5kihz46jaevgqzflwcshzajm 176 23 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 176 24 . . . work_5q5kihz46jaevgqzflwcshzajm 177 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 177 2 examples example NNS work_5q5kihz46jaevgqzflwcshzajm 177 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 177 4 ITS its PRP work_5q5kihz46jaevgqzflwcshzajm 177 5 are be VBP work_5q5kihz46jaevgqzflwcshzajm 177 6 SQL SQL NNP work_5q5kihz46jaevgqzflwcshzajm 177 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 177 8 Tutor Tutor NNP work_5q5kihz46jaevgqzflwcshzajm 177 9 , , , work_5q5kihz46jaevgqzflwcshzajm 177 10 German German NNP work_5q5kihz46jaevgqzflwcshzajm 177 11 Tutor Tutor NNP work_5q5kihz46jaevgqzflwcshzajm 177 12 , , , work_5q5kihz46jaevgqzflwcshzajm 177 13 ActiveMath ActiveMath NNP work_5q5kihz46jaevgqzflwcshzajm 177 14 , , , work_5q5kihz46jaevgqzflwcshzajm 177 15 VC VC NNP work_5q5kihz46jaevgqzflwcshzajm 177 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 177 17 Prolog Prolog NNP work_5q5kihz46jaevgqzflwcshzajm 177 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 177 19 Tutor Tutor NNP work_5q5kihz46jaevgqzflwcshzajm 177 20 , , , work_5q5kihz46jaevgqzflwcshzajm 177 21 and and CC work_5q5kihz46jaevgqzflwcshzajm 177 22 some some DT work_5q5kihz46jaevgqzflwcshzajm 177 23 examples example NNS work_5q5kihz46jaevgqzflwcshzajm 177 24 of of IN work_5q5kihz46jaevgqzflwcshzajm 177 25 AHS AHS NNP work_5q5kihz46jaevgqzflwcshzajm 177 26 are be VBP work_5q5kihz46jaevgqzflwcshzajm 177 27 AHA AHA NNP work_5q5kihz46jaevgqzflwcshzajm 177 28 ! ! . work_5q5kihz46jaevgqzflwcshzajm 177 29 , , , work_5q5kihz46jaevgqzflwcshzajm 177 30 InterBook InterBook NNP work_5q5kihz46jaevgqzflwcshzajm 177 31 , , , work_5q5kihz46jaevgqzflwcshzajm 177 32 KBS KBS NNP work_5q5kihz46jaevgqzflwcshzajm 177 33 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 177 34 Hyperbook Hyperbook NNP work_5q5kihz46jaevgqzflwcshzajm 177 35 , , , work_5q5kihz46jaevgqzflwcshzajm 177 36 WebCOBALT WebCOBALT NNP work_5q5kihz46jaevgqzflwcshzajm 177 37 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 177 38 Brusilovsky Brusilovsky NNP work_5q5kihz46jaevgqzflwcshzajm 177 39 & & CC work_5q5kihz46jaevgqzflwcshzajm 177 40 Peylo Peylo NNP work_5q5kihz46jaevgqzflwcshzajm 177 41 , , , work_5q5kihz46jaevgqzflwcshzajm 177 42 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 177 43 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 177 44 . . . work_5q5kihz46jaevgqzflwcshzajm 178 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 178 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 178 3 from from IN work_5q5kihz46jaevgqzflwcshzajm 178 4 AIWEBS AIWEBS NNP work_5q5kihz46jaevgqzflwcshzajm 178 5 are be VBP work_5q5kihz46jaevgqzflwcshzajm 178 6 semantically semantically RB work_5q5kihz46jaevgqzflwcshzajm 178 7 richer rich JJR work_5q5kihz46jaevgqzflwcshzajm 178 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 178 9 can can MD work_5q5kihz46jaevgqzflwcshzajm 178 10 lead lead VB work_5q5kihz46jaevgqzflwcshzajm 178 11 to to IN work_5q5kihz46jaevgqzflwcshzajm 178 12 more more JJR work_5q5kihz46jaevgqzflwcshzajm 178 13 diag- diag- JJ work_5q5kihz46jaevgqzflwcshzajm 178 14 nostic nostic JJ work_5q5kihz46jaevgqzflwcshzajm 178 15 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 178 16 than than IN work_5q5kihz46jaevgqzflwcshzajm 178 17 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 178 18 from from IN work_5q5kihz46jaevgqzflwcshzajm 178 19 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 178 20 web web NN work_5q5kihz46jaevgqzflwcshzajm 178 21 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 178 22 based base VBN work_5q5kihz46jaevgqzflwcshzajm 178 23 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 178 24 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 178 25 system system NN work_5q5kihz46jaevgqzflwcshzajm 178 26 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 178 27 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 178 28 & & CC work_5q5kihz46jaevgqzflwcshzajm 178 29 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 178 30 , , , work_5q5kihz46jaevgqzflwcshzajm 178 31 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 178 32 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 178 33 . . . work_5q5kihz46jaevgqzflwcshzajm 179 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 179 2 available available JJ work_5q5kihz46jaevgqzflwcshzajm 179 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 179 4 come come VBP work_5q5kihz46jaevgqzflwcshzajm 179 5 from from IN work_5q5kihz46jaevgqzflwcshzajm 179 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 179 7 domain domain NN work_5q5kihz46jaevgqzflwcshzajm 179 8 model model NN work_5q5kihz46jaevgqzflwcshzajm 179 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 179 10 which which WDT work_5q5kihz46jaevgqzflwcshzajm 179 11 may may MD work_5q5kihz46jaevgqzflwcshzajm 179 12 be be VB work_5q5kihz46jaevgqzflwcshzajm 179 13 structured structure VBN work_5q5kihz46jaevgqzflwcshzajm 179 14 into into IN work_5q5kihz46jaevgqzflwcshzajm 179 15 an an DT work_5q5kihz46jaevgqzflwcshzajm 179 16 ontology ontology NN work_5q5kihz46jaevgqzflwcshzajm 179 17 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 179 18 , , , work_5q5kihz46jaevgqzflwcshzajm 179 19 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 179 20 dataset dataset NN work_5q5kihz46jaevgqzflwcshzajm 179 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 179 22 set set NN work_5q5kihz46jaevgqzflwcshzajm 179 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 179 24 problems problem NNS work_5q5kihz46jaevgqzflwcshzajm 179 25 , , , work_5q5kihz46jaevgqzflwcshzajm 179 26 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 179 27 answer answer NN work_5q5kihz46jaevgqzflwcshzajm 179 28 and and CC work_5q5kihz46jaevgqzflwcshzajm 179 29 complexity complexity NN work_5q5kihz46jaevgqzflwcshzajm 179 30 information information NN work_5q5kihz46jaevgqzflwcshzajm 179 31 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 179 32 , , , work_5q5kihz46jaevgqzflwcshzajm 179 33 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 179 34 log log NN work_5q5kihz46jaevgqzflwcshzajm 179 35 files file NNS work_5q5kihz46jaevgqzflwcshzajm 179 36 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 179 37 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 179 38 related relate VBN work_5q5kihz46jaevgqzflwcshzajm 179 39 with with IN work_5q5kihz46jaevgqzflwcshzajm 179 40 user user NN work_5q5kihz46jaevgqzflwcshzajm 179 41 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 179 42 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 179 43 and and CC work_5q5kihz46jaevgqzflwcshzajm 179 44 student student NN work_5q5kihz46jaevgqzflwcshzajm 179 45 model model NN work_5q5kihz46jaevgqzflwcshzajm 179 46 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 179 47 list list NN work_5q5kihz46jaevgqzflwcshzajm 179 48 of of IN work_5q5kihz46jaevgqzflwcshzajm 179 49 the the DT work_5q5kihz46jaevgqzflwcshzajm 179 50 satisfactions satisfaction NNS work_5q5kihz46jaevgqzflwcshzajm 179 51 and and CC work_5q5kihz46jaevgqzflwcshzajm 179 52 violations violation NNS work_5q5kihz46jaevgqzflwcshzajm 179 53 constraints constraint NNS work_5q5kihz46jaevgqzflwcshzajm 179 54 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 179 55 . . . work_5q5kihz46jaevgqzflwcshzajm 180 1 AIWBES aiwbe NNS work_5q5kihz46jaevgqzflwcshzajm 180 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 180 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 180 4 standard standard JJ work_5q5kihz46jaevgqzflwcshzajm 180 5 student student NN work_5q5kihz46jaevgqzflwcshzajm 180 6 model model NN work_5q5kihz46jaevgqzflwcshzajm 180 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 180 8 used use VBN work_5q5kihz46jaevgqzflwcshzajm 180 9 internally internally RB work_5q5kihz46jaevgqzflwcshzajm 180 10 by by IN work_5q5kihz46jaevgqzflwcshzajm 180 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 180 12 tutor- tutor- NN work_5q5kihz46jaevgqzflwcshzajm 180 13 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 180 14 system system NN work_5q5kihz46jaevgqzflwcshzajm 180 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 180 16 , , , work_5q5kihz46jaevgqzflwcshzajm 180 17 but but CC work_5q5kihz46jaevgqzflwcshzajm 180 18 , , , work_5q5kihz46jaevgqzflwcshzajm 180 19 for for IN work_5q5kihz46jaevgqzflwcshzajm 180 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 180 21 purpose purpose NN work_5q5kihz46jaevgqzflwcshzajm 180 22 of of IN work_5q5kihz46jaevgqzflwcshzajm 180 23 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 180 24 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 180 25 , , , work_5q5kihz46jaevgqzflwcshzajm 180 26 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 180 27 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 180 28 neces- neces- NNP work_5q5kihz46jaevgqzflwcshzajm 180 29 sary sary JJ work_5q5kihz46jaevgqzflwcshzajm 180 30 to to TO work_5q5kihz46jaevgqzflwcshzajm 180 31 have have VB work_5q5kihz46jaevgqzflwcshzajm 180 32 a a DT work_5q5kihz46jaevgqzflwcshzajm 180 33 new new JJ work_5q5kihz46jaevgqzflwcshzajm 180 34 model model NN work_5q5kihz46jaevgqzflwcshzajm 180 35 of of IN work_5q5kihz46jaevgqzflwcshzajm 180 36 student student NN work_5q5kihz46jaevgqzflwcshzajm 180 37 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 180 38 with with IN work_5q5kihz46jaevgqzflwcshzajm 180 39 augmented augment VBN work_5q5kihz46jaevgqzflwcshzajm 180 40 information information NN work_5q5kihz46jaevgqzflwcshzajm 180 41 with with IN work_5q5kihz46jaevgqzflwcshzajm 180 42 contextual contextual JJ work_5q5kihz46jaevgqzflwcshzajm 180 43 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 180 44 . . . work_5q5kihz46jaevgqzflwcshzajm 181 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 181 2 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 181 3 dent dent NN work_5q5kihz46jaevgqzflwcshzajm 181 4 ’s ’s NN work_5q5kihz46jaevgqzflwcshzajm 181 5 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 181 6 can can MD work_5q5kihz46jaevgqzflwcshzajm 181 7 be be VB work_5q5kihz46jaevgqzflwcshzajm 181 8 analyzed analyze VBN work_5q5kihz46jaevgqzflwcshzajm 181 9 at at IN work_5q5kihz46jaevgqzflwcshzajm 181 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 181 11 number number NN work_5q5kihz46jaevgqzflwcshzajm 181 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 181 13 different different JJ work_5q5kihz46jaevgqzflwcshzajm 181 14 layers layer NNS work_5q5kihz46jaevgqzflwcshzajm 181 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 181 16 granularity granularity NN work_5q5kihz46jaevgqzflwcshzajm 181 17 : : : work_5q5kihz46jaevgqzflwcshzajm 181 18 course course NN work_5q5kihz46jaevgqzflwcshzajm 181 19 , , , work_5q5kihz46jaevgqzflwcshzajm 181 20 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 181 21 , , , work_5q5kihz46jaevgqzflwcshzajm 181 22 problems problem NNS work_5q5kihz46jaevgqzflwcshzajm 181 23 , , , work_5q5kihz46jaevgqzflwcshzajm 181 24 attempts attempt NNS work_5q5kihz46jaevgqzflwcshzajm 181 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 181 26 constraints constraint NNS work_5q5kihz46jaevgqzflwcshzajm 181 27 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 181 28 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 181 29 & & CC work_5q5kihz46jaevgqzflwcshzajm 181 30 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 181 31 , , , work_5q5kihz46jaevgqzflwcshzajm 181 32 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 181 33 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 181 34 . . . work_5q5kihz46jaevgqzflwcshzajm 182 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 182 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 182 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 182 4 be be VB work_5q5kihz46jaevgqzflwcshzajm 182 5 used use VBN work_5q5kihz46jaevgqzflwcshzajm 182 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 182 7 order order NN work_5q5kihz46jaevgqzflwcshzajm 182 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 182 9 know know VB work_5q5kihz46jaevgqzflwcshzajm 182 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 182 11 causes cause NNS work_5q5kihz46jaevgqzflwcshzajm 182 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 182 13 problems problem NNS work_5q5kihz46jaevgqzflwcshzajm 182 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 182 15 the the DT work_5q5kihz46jaevgqzflwcshzajm 182 16 system system NN work_5q5kihz46jaevgqzflwcshzajm 182 17 , , , work_5q5kihz46jaevgqzflwcshzajm 182 18 for for IN work_5q5kihz46jaevgqzflwcshzajm 182 19 example example NN work_5q5kihz46jaevgqzflwcshzajm 182 20 , , , work_5q5kihz46jaevgqzflwcshzajm 182 21 incorrect incorrect JJ work_5q5kihz46jaevgqzflwcshzajm 182 22 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 182 23 statements statement NNS work_5q5kihz46jaevgqzflwcshzajm 182 24 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 182 25 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 182 26 & & CC work_5q5kihz46jaevgqzflwcshzajm 182 27 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 182 28 , , , work_5q5kihz46jaevgqzflwcshzajm 182 29 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 182 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 182 31 , , , work_5q5kihz46jaevgqzflwcshzajm 182 32 to to TO work_5q5kihz46jaevgqzflwcshzajm 182 33 adapt adapt VB work_5q5kihz46jaevgqzflwcshzajm 182 34 the the DT work_5q5kihz46jaevgqzflwcshzajm 182 35 level level NN work_5q5kihz46jaevgqzflwcshzajm 182 36 to to IN work_5q5kihz46jaevgqzflwcshzajm 182 37 the the DT work_5q5kihz46jaevgqzflwcshzajm 182 38 progress progress NN work_5q5kihz46jaevgqzflwcshzajm 182 39 of of IN work_5q5kihz46jaevgqzflwcshzajm 182 40 the the DT work_5q5kihz46jaevgqzflwcshzajm 182 41 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 182 42 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 182 43 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 182 44 et et NNP work_5q5kihz46jaevgqzflwcshzajm 182 45 al al NNP work_5q5kihz46jaevgqzflwcshzajm 182 46 . . NNP work_5q5kihz46jaevgqzflwcshzajm 182 47 , , , work_5q5kihz46jaevgqzflwcshzajm 182 48 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 182 49 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 182 50 , , , work_5q5kihz46jaevgqzflwcshzajm 182 51 to to TO work_5q5kihz46jaevgqzflwcshzajm 182 52 sug- sug- RB work_5q5kihz46jaevgqzflwcshzajm 182 53 gest gest RBS work_5q5kihz46jaevgqzflwcshzajm 182 54 personalized personalize VBN work_5q5kihz46jaevgqzflwcshzajm 182 55 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 182 56 experiences experience NNS work_5q5kihz46jaevgqzflwcshzajm 182 57 and and CC work_5q5kihz46jaevgqzflwcshzajm 182 58 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 182 59 for for IN work_5q5kihz46jaevgqzflwcshzajm 182 60 the the DT work_5q5kihz46jaevgqzflwcshzajm 182 61 students student NNS work_5q5kihz46jaevgqzflwcshzajm 182 62 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 182 63 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 182 64 & & CC work_5q5kihz46jaevgqzflwcshzajm 182 65 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 182 66 , , , work_5q5kihz46jaevgqzflwcshzajm 182 67 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 182 68 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 182 69 . . . work_5q5kihz46jaevgqzflwcshzajm 183 1 3 3 LS work_5q5kihz46jaevgqzflwcshzajm 183 2 . . . work_5q5kihz46jaevgqzflwcshzajm 184 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 184 2 preprocessing preprocesse VBG work_5q5kihz46jaevgqzflwcshzajm 184 3 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 184 4 preprocessing preprocessing NN work_5q5kihz46jaevgqzflwcshzajm 184 5 allows allow VBZ work_5q5kihz46jaevgqzflwcshzajm 184 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 184 7 transform transform VB work_5q5kihz46jaevgqzflwcshzajm 184 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 184 9 original original JJ work_5q5kihz46jaevgqzflwcshzajm 184 10 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 184 11 into into IN work_5q5kihz46jaevgqzflwcshzajm 184 12 a a DT work_5q5kihz46jaevgqzflwcshzajm 184 13 suitable suitable JJ work_5q5kihz46jaevgqzflwcshzajm 184 14 shape shape NN work_5q5kihz46jaevgqzflwcshzajm 184 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 184 16 be be VB work_5q5kihz46jaevgqzflwcshzajm 184 17 used use VBN work_5q5kihz46jaevgqzflwcshzajm 184 18 by by IN work_5q5kihz46jaevgqzflwcshzajm 184 19 a a DT work_5q5kihz46jaevgqzflwcshzajm 184 20 particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 184 21 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 184 22 algorithm algorithm NN work_5q5kihz46jaevgqzflwcshzajm 184 23 . . . work_5q5kihz46jaevgqzflwcshzajm 185 1 So so RB work_5q5kihz46jaevgqzflwcshzajm 185 2 , , , work_5q5kihz46jaevgqzflwcshzajm 185 3 before before IN work_5q5kihz46jaevgqzflwcshzajm 185 4 applying apply VBG work_5q5kihz46jaevgqzflwcshzajm 185 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 185 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 185 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 185 8 algorithm algorithm NNP work_5q5kihz46jaevgqzflwcshzajm 185 9 , , , work_5q5kihz46jaevgqzflwcshzajm 185 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 185 11 number number NN work_5q5kihz46jaevgqzflwcshzajm 185 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 185 13 general general JJ work_5q5kihz46jaevgqzflwcshzajm 185 14 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 185 15 preprocessing preprocesse VBG work_5q5kihz46jaevgqzflwcshzajm 185 16 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 185 17 have have VBP work_5q5kihz46jaevgqzflwcshzajm 185 18 to to TO work_5q5kihz46jaevgqzflwcshzajm 185 19 be be VB work_5q5kihz46jaevgqzflwcshzajm 185 20 addressed address VBN work_5q5kihz46jaevgqzflwcshzajm 185 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 185 22 Koutri Koutri NNP work_5q5kihz46jaevgqzflwcshzajm 185 23 et et FW work_5q5kihz46jaevgqzflwcshzajm 185 24 al al NNP work_5q5kihz46jaevgqzflwcshzajm 185 25 . . NNP work_5q5kihz46jaevgqzflwcshzajm 185 26 , , , work_5q5kihz46jaevgqzflwcshzajm 185 27 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 185 28 ; ; : work_5q5kihz46jaevgqzflwcshzajm 185 29 Zorrilla Zorrilla NNP work_5q5kihz46jaevgqzflwcshzajm 185 30 et et FW work_5q5kihz46jaevgqzflwcshzajm 185 31 al al NNP work_5q5kihz46jaevgqzflwcshzajm 185 32 . . NNP work_5q5kihz46jaevgqzflwcshzajm 185 33 , , , work_5q5kihz46jaevgqzflwcshzajm 185 34 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 185 35 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 185 36 : : : work_5q5kihz46jaevgqzflwcshzajm 185 37 • • NNP work_5q5kihz46jaevgqzflwcshzajm 185 38 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 185 39 cleaning cleaning NN work_5q5kihz46jaevgqzflwcshzajm 185 40 . . . work_5q5kihz46jaevgqzflwcshzajm 186 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 186 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 186 3 one one CD work_5q5kihz46jaevgqzflwcshzajm 186 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 186 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 186 6 major major JJ work_5q5kihz46jaevgqzflwcshzajm 186 7 preprocessing preprocessing NN work_5q5kihz46jaevgqzflwcshzajm 186 8 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 186 9 , , , work_5q5kihz46jaevgqzflwcshzajm 186 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 186 11 remove remove VB work_5q5kihz46jaevgqzflwcshzajm 186 12 irrelevant irrelevant JJ work_5q5kihz46jaevgqzflwcshzajm 186 13 items item NNS work_5q5kihz46jaevgqzflwcshzajm 186 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 186 15 log log NN work_5q5kihz46jaevgqzflwcshzajm 186 16 entries entry NNS work_5q5kihz46jaevgqzflwcshzajm 186 17 that that WDT work_5q5kihz46jaevgqzflwcshzajm 186 18 are be VBP work_5q5kihz46jaevgqzflwcshzajm 186 19 not not RB work_5q5kihz46jaevgqzflwcshzajm 186 20 needed need VBN work_5q5kihz46jaevgqzflwcshzajm 186 21 for for IN work_5q5kihz46jaevgqzflwcshzajm 186 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 186 23 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 186 24 process process NN work_5q5kihz46jaevgqzflwcshzajm 186 25 such such JJ work_5q5kihz46jaevgqzflwcshzajm 186 26 us us NNP work_5q5kihz46jaevgqzflwcshzajm 186 27 graphics graphic NNS work_5q5kihz46jaevgqzflwcshzajm 186 28 , , , work_5q5kihz46jaevgqzflwcshzajm 186 29 scripts script NNS work_5q5kihz46jaevgqzflwcshzajm 186 30 . . . work_5q5kihz46jaevgqzflwcshzajm 187 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 187 2 User User NNP work_5q5kihz46jaevgqzflwcshzajm 187 3 identification identification NN work_5q5kihz46jaevgqzflwcshzajm 187 4 . . . work_5q5kihz46jaevgqzflwcshzajm 188 1 Process process NN work_5q5kihz46jaevgqzflwcshzajm 188 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 188 3 associating associate VBG work_5q5kihz46jaevgqzflwcshzajm 188 4 page page NN work_5q5kihz46jaevgqzflwcshzajm 188 5 refer- refer- JJ work_5q5kihz46jaevgqzflwcshzajm 188 6 ences ence NNS work_5q5kihz46jaevgqzflwcshzajm 188 7 to to IN work_5q5kihz46jaevgqzflwcshzajm 188 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 188 9 connected connected JJ work_5q5kihz46jaevgqzflwcshzajm 188 10 user user NN work_5q5kihz46jaevgqzflwcshzajm 188 11 . . . work_5q5kihz46jaevgqzflwcshzajm 189 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 189 2 Session session NN work_5q5kihz46jaevgqzflwcshzajm 189 3 identification identification NN work_5q5kihz46jaevgqzflwcshzajm 189 4 . . . work_5q5kihz46jaevgqzflwcshzajm 190 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 190 2 takes take VBZ work_5q5kihz46jaevgqzflwcshzajm 190 3 all all DT work_5q5kihz46jaevgqzflwcshzajm 190 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 190 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 190 6 page page NN work_5q5kihz46jaevgqzflwcshzajm 190 7 references reference NNS work_5q5kihz46jaevgqzflwcshzajm 190 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 190 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 190 10 given give VBN work_5q5kihz46jaevgqzflwcshzajm 190 11 user user NN work_5q5kihz46jaevgqzflwcshzajm 190 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 190 13 course course NN work_5q5kihz46jaevgqzflwcshzajm 190 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 190 15 a a DT work_5q5kihz46jaevgqzflwcshzajm 190 16 log log NN work_5q5kihz46jaevgqzflwcshzajm 190 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 190 18 breaks break VBZ work_5q5kihz46jaevgqzflwcshzajm 190 19 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 190 20 up up RP work_5q5kihz46jaevgqzflwcshzajm 190 21 into into IN work_5q5kihz46jaevgqzflwcshzajm 190 22 user user NN work_5q5kihz46jaevgqzflwcshzajm 190 23 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 190 24 . . . work_5q5kihz46jaevgqzflwcshzajm 191 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 191 2 our -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 191 3 particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 191 4 case case NN work_5q5kihz46jaevgqzflwcshzajm 191 5 , , , work_5q5kihz46jaevgqzflwcshzajm 191 6 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 191 7 have have VBP work_5q5kihz46jaevgqzflwcshzajm 191 8 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 191 9 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 191 10 , , , work_5q5kihz46jaevgqzflwcshzajm 191 11 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 191 12 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 191 13 / / SYM work_5q5kihz46jaevgqzflwcshzajm 191 14 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 191 15 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 191 16 with with IN work_5q5kihz46jaevgqzflwcshzajm 191 17 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 191 18 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 191 19 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 191 20 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 191 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 191 22 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 191 23 139 139 CD work_5q5kihz46jaevgqzflwcshzajm 191 24 A a NN work_5q5kihz46jaevgqzflwcshzajm 191 25 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 191 26 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 191 27 r r NN work_5q5kihz46jaevgqzflwcshzajm 191 28 's 's POS work_5q5kihz46jaevgqzflwcshzajm 191 29 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 191 30 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 191 31 on on IN work_5q5kihz46jaevgqzflwcshzajm 191 32 al al NNP work_5q5kihz46jaevgqzflwcshzajm 191 33 co co NNP work_5q5kihz46jaevgqzflwcshzajm 191 34 py py NNP work_5q5kihz46jaevgqzflwcshzajm 191 35 initially initially RB work_5q5kihz46jaevgqzflwcshzajm 191 36 considered consider VBD work_5q5kihz46jaevgqzflwcshzajm 191 37 a a DT work_5q5kihz46jaevgqzflwcshzajm 191 38 new new JJ work_5q5kihz46jaevgqzflwcshzajm 191 39 session session NN work_5q5kihz46jaevgqzflwcshzajm 191 40 when when WRB work_5q5kihz46jaevgqzflwcshzajm 191 41 a a DT work_5q5kihz46jaevgqzflwcshzajm 191 42 change change NN work_5q5kihz46jaevgqzflwcshzajm 191 43 in in IN work_5q5kihz46jaevgqzflwcshzajm 191 44 a a DT work_5q5kihz46jaevgqzflwcshzajm 191 45 user user NN work_5q5kihz46jaevgqzflwcshzajm 191 46 course course NN work_5q5kihz46jaevgqzflwcshzajm 191 47 happens happen VBZ work_5q5kihz46jaevgqzflwcshzajm 191 48 or or CC work_5q5kihz46jaevgqzflwcshzajm 191 49 when when WRB work_5q5kihz46jaevgqzflwcshzajm 191 50 the the DT work_5q5kihz46jaevgqzflwcshzajm 191 51 time time NN work_5q5kihz46jaevgqzflwcshzajm 191 52 interval interval NN work_5q5kihz46jaevgqzflwcshzajm 191 53 between between IN work_5q5kihz46jaevgqzflwcshzajm 191 54 two two CD work_5q5kihz46jaevgqzflwcshzajm 191 55 successive successive JJ work_5q5kihz46jaevgqzflwcshzajm 191 56 inter inter JJ work_5q5kihz46jaevgqzflwcshzajm 191 57 - - JJ work_5q5kihz46jaevgqzflwcshzajm 191 58 transaction transaction NN work_5q5kihz46jaevgqzflwcshzajm 191 59 clicks click NNS work_5q5kihz46jaevgqzflwcshzajm 191 60 ups up NNS work_5q5kihz46jaevgqzflwcshzajm 191 61 30 30 CD work_5q5kihz46jaevgqzflwcshzajm 191 62 min min NN work_5q5kihz46jaevgqzflwcshzajm 191 63 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 191 64 Zorrilla Zorrilla NNP work_5q5kihz46jaevgqzflwcshzajm 191 65 et et FW work_5q5kihz46jaevgqzflwcshzajm 191 66 al al NNP work_5q5kihz46jaevgqzflwcshzajm 191 67 . . NNP work_5q5kihz46jaevgqzflwcshzajm 191 68 , , , work_5q5kihz46jaevgqzflwcshzajm 191 69 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 191 70 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 191 71 . . . work_5q5kihz46jaevgqzflwcshzajm 192 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 192 2 Path path NN work_5q5kihz46jaevgqzflwcshzajm 192 3 completion completion NN work_5q5kihz46jaevgqzflwcshzajm 192 4 . . . work_5q5kihz46jaevgqzflwcshzajm 193 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 193 2 fills fill VBZ work_5q5kihz46jaevgqzflwcshzajm 193 3 in in IN work_5q5kihz46jaevgqzflwcshzajm 193 4 page page NN work_5q5kihz46jaevgqzflwcshzajm 193 5 references reference NNS work_5q5kihz46jaevgqzflwcshzajm 193 6 that that WDT work_5q5kihz46jaevgqzflwcshzajm 193 7 are be VBP work_5q5kihz46jaevgqzflwcshzajm 193 8 miss- miss- JJ work_5q5kihz46jaevgqzflwcshzajm 193 9 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 193 10 due due IN work_5q5kihz46jaevgqzflwcshzajm 193 11 to to IN work_5q5kihz46jaevgqzflwcshzajm 193 12 browser browser NN work_5q5kihz46jaevgqzflwcshzajm 193 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 193 14 proxy proxy NN work_5q5kihz46jaevgqzflwcshzajm 193 15 server server NN work_5q5kihz46jaevgqzflwcshzajm 193 16 caching cache VBG work_5q5kihz46jaevgqzflwcshzajm 193 17 . . . work_5q5kihz46jaevgqzflwcshzajm 194 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 194 2 Transaction transaction NN work_5q5kihz46jaevgqzflwcshzajm 194 3 identification identification NN work_5q5kihz46jaevgqzflwcshzajm 194 4 . . . work_5q5kihz46jaevgqzflwcshzajm 195 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 195 2 breaks break VBZ work_5q5kihz46jaevgqzflwcshzajm 195 3 down down RP work_5q5kihz46jaevgqzflwcshzajm 195 4 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 195 5 into into IN work_5q5kihz46jaevgqzflwcshzajm 195 6 smaller small JJR work_5q5kihz46jaevgqzflwcshzajm 195 7 units unit NNS work_5q5kihz46jaevgqzflwcshzajm 195 8 , , , work_5q5kihz46jaevgqzflwcshzajm 195 9 referred refer VBD work_5q5kihz46jaevgqzflwcshzajm 195 10 to to IN work_5q5kihz46jaevgqzflwcshzajm 195 11 as as IN work_5q5kihz46jaevgqzflwcshzajm 195 12 transactions transaction NNS work_5q5kihz46jaevgqzflwcshzajm 195 13 or or CC work_5q5kihz46jaevgqzflwcshzajm 195 14 episodes episode NNS work_5q5kihz46jaevgqzflwcshzajm 195 15 . . . work_5q5kihz46jaevgqzflwcshzajm 196 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 196 2 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 196 3 transformation transformation NN work_5q5kihz46jaevgqzflwcshzajm 196 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 196 5 enrichment enrichment NN work_5q5kihz46jaevgqzflwcshzajm 196 6 . . . work_5q5kihz46jaevgqzflwcshzajm 197 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 197 2 consists consist VBZ work_5q5kihz46jaevgqzflwcshzajm 197 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 197 4 calcu- calcu- NN work_5q5kihz46jaevgqzflwcshzajm 197 5 lating lating NNP work_5q5kihz46jaevgqzflwcshzajm 197 6 new new JJ work_5q5kihz46jaevgqzflwcshzajm 197 7 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 197 8 from from IN work_5q5kihz46jaevgqzflwcshzajm 197 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 197 10 existing exist VBG work_5q5kihz46jaevgqzflwcshzajm 197 11 ones one NNS work_5q5kihz46jaevgqzflwcshzajm 197 12 , , , work_5q5kihz46jaevgqzflwcshzajm 197 13 conversing converse VBG work_5q5kihz46jaevgqzflwcshzajm 197 14 of of IN work_5q5kihz46jaevgqzflwcshzajm 197 15 numerical numerical JJ work_5q5kihz46jaevgqzflwcshzajm 197 16 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 197 17 into into IN work_5q5kihz46jaevgqzflwcshzajm 197 18 nominal nominal JJ work_5q5kihz46jaevgqzflwcshzajm 197 19 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 197 20 , , , work_5q5kihz46jaevgqzflwcshzajm 197 21 provid- provid- NN work_5q5kihz46jaevgqzflwcshzajm 197 22 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 197 23 meaning meaning NN work_5q5kihz46jaevgqzflwcshzajm 197 24 to to IN work_5q5kihz46jaevgqzflwcshzajm 197 25 references reference NNS work_5q5kihz46jaevgqzflwcshzajm 197 26 contained contain VBN work_5q5kihz46jaevgqzflwcshzajm 197 27 in in IN work_5q5kihz46jaevgqzflwcshzajm 197 28 the the DT work_5q5kihz46jaevgqzflwcshzajm 197 29 log log NN work_5q5kihz46jaevgqzflwcshzajm 197 30 , , , work_5q5kihz46jaevgqzflwcshzajm 197 31 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 197 32 . . . work_5q5kihz46jaevgqzflwcshzajm 198 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 198 2 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 198 3 integration integration NN work_5q5kihz46jaevgqzflwcshzajm 198 4 . . . work_5q5kihz46jaevgqzflwcshzajm 199 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 199 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 199 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 199 4 integration integration NN work_5q5kihz46jaevgqzflwcshzajm 199 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 199 6 synchroniza- synchroniza- NN work_5q5kihz46jaevgqzflwcshzajm 199 7 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 199 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 199 9 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 199 10 from from IN work_5q5kihz46jaevgqzflwcshzajm 199 11 heterogeneous heterogeneous JJ work_5q5kihz46jaevgqzflwcshzajm 199 12 sources source NNS work_5q5kihz46jaevgqzflwcshzajm 199 13 . . . work_5q5kihz46jaevgqzflwcshzajm 200 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 200 2 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 200 3 reduction reduction NN work_5q5kihz46jaevgqzflwcshzajm 200 4 . . . work_5q5kihz46jaevgqzflwcshzajm 201 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 201 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 201 3 for for IN work_5q5kihz46jaevgqzflwcshzajm 201 4 reducing reduce VBG work_5q5kihz46jaevgqzflwcshzajm 201 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 201 6 dimensionality dimensionality NN work_5q5kihz46jaevgqzflwcshzajm 201 7 . . . work_5q5kihz46jaevgqzflwcshzajm 202 1 Additionally additionally RB work_5q5kihz46jaevgqzflwcshzajm 202 2 , , , work_5q5kihz46jaevgqzflwcshzajm 202 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 202 4 preprocessing preprocessing NN work_5q5kihz46jaevgqzflwcshzajm 202 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 202 6 web web NN work_5q5kihz46jaevgqzflwcshzajm 202 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 202 8 based base VBN work_5q5kihz46jaevgqzflwcshzajm 202 9 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 202 10 tional tional JJ work_5q5kihz46jaevgqzflwcshzajm 202 11 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 202 12 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 202 13 some some DT work_5q5kihz46jaevgqzflwcshzajm 202 14 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 202 15 issues issue NNS work_5q5kihz46jaevgqzflwcshzajm 202 16 : : : work_5q5kihz46jaevgqzflwcshzajm 202 17 • • VB work_5q5kihz46jaevgqzflwcshzajm 202 18 Most Most JJS work_5q5kihz46jaevgqzflwcshzajm 202 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 202 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 202 21 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 202 22 use use VBP work_5q5kihz46jaevgqzflwcshzajm 202 23 user user NN work_5q5kihz46jaevgqzflwcshzajm 202 24 authentication authentication NN work_5q5kihz46jaevgqzflwcshzajm 202 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 202 26 password password NNP work_5q5kihz46jaevgqzflwcshzajm 202 27 protection protection NNP work_5q5kihz46jaevgqzflwcshzajm 202 28 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 202 29 in in IN work_5q5kihz46jaevgqzflwcshzajm 202 30 which which WDT work_5q5kihz46jaevgqzflwcshzajm 202 31 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 202 32 have have VBP work_5q5kihz46jaevgqzflwcshzajm 202 33 entries entry NNS work_5q5kihz46jaevgqzflwcshzajm 202 34 identified identify VBN work_5q5kihz46jaevgqzflwcshzajm 202 35 by by IN work_5q5kihz46jaevgqzflwcshzajm 202 36 users user NNS work_5q5kihz46jaevgqzflwcshzajm 202 37 since since IN work_5q5kihz46jaevgqzflwcshzajm 202 38 the the DT work_5q5kihz46jaevgqzflwcshzajm 202 39 users user NNS work_5q5kihz46jaevgqzflwcshzajm 202 40 have have VBP work_5q5kihz46jaevgqzflwcshzajm 202 41 to to TO work_5q5kihz46jaevgqzflwcshzajm 202 42 log log VB work_5q5kihz46jaevgqzflwcshzajm 202 43 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 202 44 in in NN work_5q5kihz46jaevgqzflwcshzajm 202 45 , , , work_5q5kihz46jaevgqzflwcshzajm 202 46 and and CC work_5q5kihz46jaevgqzflwcshzajm 202 47 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 202 48 are be VBP work_5q5kihz46jaevgqzflwcshzajm 202 49 already already RB work_5q5kihz46jaevgqzflwcshzajm 202 50 identified identify VBN work_5q5kihz46jaevgqzflwcshzajm 202 51 since since IN work_5q5kihz46jaevgqzflwcshzajm 202 52 users user NNS work_5q5kihz46jaevgqzflwcshzajm 202 53 may may MD work_5q5kihz46jaevgqzflwcshzajm 202 54 also also RB work_5q5kihz46jaevgqzflwcshzajm 202 55 have have VB work_5q5kihz46jaevgqzflwcshzajm 202 56 to to TO work_5q5kihz46jaevgqzflwcshzajm 202 57 log log VB work_5q5kihz46jaevgqzflwcshzajm 202 58 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 202 59 out out NN work_5q5kihz46jaevgqzflwcshzajm 202 60 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 202 61 Rahkila Rahkila NNP work_5q5kihz46jaevgqzflwcshzajm 202 62 & & CC work_5q5kihz46jaevgqzflwcshzajm 202 63 Karjalainen Karjalainen NNP work_5q5kihz46jaevgqzflwcshzajm 202 64 , , , work_5q5kihz46jaevgqzflwcshzajm 202 65 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 202 66 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 202 67 . . . work_5q5kihz46jaevgqzflwcshzajm 203 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 203 2 Most Most JJS work_5q5kihz46jaevgqzflwcshzajm 203 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 203 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 203 5 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 203 6 record record VB work_5q5kihz46jaevgqzflwcshzajm 203 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 203 8 students student NNS work_5q5kihz46jaevgqzflwcshzajm 203 9 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 203 10 interactions interaction NNS work_5q5kihz46jaevgqzflwcshzajm 203 11 not not RB work_5q5kihz46jaevgqzflwcshzajm 203 12 only only RB work_5q5kihz46jaevgqzflwcshzajm 203 13 in in IN work_5q5kihz46jaevgqzflwcshzajm 203 14 log log NN work_5q5kihz46jaevgqzflwcshzajm 203 15 files file NNS work_5q5kihz46jaevgqzflwcshzajm 203 16 but but CC work_5q5kihz46jaevgqzflwcshzajm 203 17 also also RB work_5q5kihz46jaevgqzflwcshzajm 203 18 directly directly RB work_5q5kihz46jaevgqzflwcshzajm 203 19 in in IN work_5q5kihz46jaevgqzflwcshzajm 203 20 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 203 21 . . . work_5q5kihz46jaevgqzflwcshzajm 204 1 If if IN work_5q5kihz46jaevgqzflwcshzajm 204 2 this this DT work_5q5kihz46jaevgqzflwcshzajm 204 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 204 4 not not RB work_5q5kihz46jaevgqzflwcshzajm 204 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 204 6 case case NN work_5q5kihz46jaevgqzflwcshzajm 204 7 , , , work_5q5kihz46jaevgqzflwcshzajm 204 8 during during IN work_5q5kihz46jaevgqzflwcshzajm 204 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 204 10 preparation preparation NN work_5q5kihz46jaevgqzflwcshzajm 204 11 process process NN work_5q5kihz46jaevgqzflwcshzajm 204 12 , , , work_5q5kihz46jaevgqzflwcshzajm 204 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 204 14 for for IN work_5q5kihz46jaevgqzflwcshzajm 204 15 each each DT work_5q5kihz46jaevgqzflwcshzajm 204 16 individual individual JJ work_5q5kihz46jaevgqzflwcshzajm 204 17 student student NN work_5q5kihz46jaevgqzflwcshzajm 204 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 204 19 profile profile NN work_5q5kihz46jaevgqzflwcshzajm 204 20 , , , work_5q5kihz46jaevgqzflwcshzajm 204 21 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 204 22 , , , work_5q5kihz46jaevgqzflwcshzajm 204 23 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 204 24 . . . work_5q5kihz46jaevgqzflwcshzajm 204 25 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 205 1 can can MD work_5q5kihz46jaevgqzflwcshzajm 205 2 be be VB work_5q5kihz46jaevgqzflwcshzajm 205 3 aggre- aggre- JJ work_5q5kihz46jaevgqzflwcshzajm 205 4 gated gate VBN work_5q5kihz46jaevgqzflwcshzajm 205 5 to to IN work_5q5kihz46jaevgqzflwcshzajm 205 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 205 7 database database NN work_5q5kihz46jaevgqzflwcshzajm 205 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 205 9 Talavera Talavera NNP work_5q5kihz46jaevgqzflwcshzajm 205 10 & & CC work_5q5kihz46jaevgqzflwcshzajm 205 11 Gaudioso Gaudioso NNP work_5q5kihz46jaevgqzflwcshzajm 205 12 , , , work_5q5kihz46jaevgqzflwcshzajm 205 13 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 205 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 205 15 . . . work_5q5kihz46jaevgqzflwcshzajm 206 1 Dat- Dat- NNP work_5q5kihz46jaevgqzflwcshzajm 206 2 abases abase NNS work_5q5kihz46jaevgqzflwcshzajm 206 3 are be VBP work_5q5kihz46jaevgqzflwcshzajm 206 4 more more RBR work_5q5kihz46jaevgqzflwcshzajm 206 5 powerful powerful JJ work_5q5kihz46jaevgqzflwcshzajm 206 6 than than IN work_5q5kihz46jaevgqzflwcshzajm 206 7 typical typical JJ work_5q5kihz46jaevgqzflwcshzajm 206 8 log log NN work_5q5kihz46jaevgqzflwcshzajm 206 9 text text NN work_5q5kihz46jaevgqzflwcshzajm 206 10 files file NNS work_5q5kihz46jaevgqzflwcshzajm 206 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 206 12 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 206 13 an an DT work_5q5kihz46jaevgqzflwcshzajm 206 14 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 206 15 easier easy JJR work_5q5kihz46jaevgqzflwcshzajm 206 16 , , , work_5q5kihz46jaevgqzflwcshzajm 206 17 more more RBR work_5q5kihz46jaevgqzflwcshzajm 206 18 flexible flexible JJ work_5q5kihz46jaevgqzflwcshzajm 206 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 206 20 less less JJR work_5q5kihz46jaevgqzflwcshzajm 206 21 bug bug NN work_5q5kihz46jaevgqzflwcshzajm 206 22 prone prone JJ work_5q5kihz46jaevgqzflwcshzajm 206 23 . . . work_5q5kihz46jaevgqzflwcshzajm 207 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 207 2 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 207 3 transformation transformation NN work_5q5kihz46jaevgqzflwcshzajm 207 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 207 5 more more RBR work_5q5kihz46jaevgqzflwcshzajm 207 6 oriented oriented JJ work_5q5kihz46jaevgqzflwcshzajm 207 7 to to IN work_5q5kihz46jaevgqzflwcshzajm 207 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 207 9 better well JJR work_5q5kihz46jaevgqzflwcshzajm 207 10 inter- inter- JJ work_5q5kihz46jaevgqzflwcshzajm 207 11 pretation pretation NN work_5q5kihz46jaevgqzflwcshzajm 207 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 207 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 207 14 . . . work_5q5kihz46jaevgqzflwcshzajm 208 1 Numerical numerical JJ work_5q5kihz46jaevgqzflwcshzajm 208 2 values value NNS work_5q5kihz46jaevgqzflwcshzajm 208 3 are be VBP work_5q5kihz46jaevgqzflwcshzajm 208 4 discretized discretize VBN work_5q5kihz46jaevgqzflwcshzajm 208 5 or or CC work_5q5kihz46jaevgqzflwcshzajm 208 6 transformed transform VBN work_5q5kihz46jaevgqzflwcshzajm 208 7 into into IN work_5q5kihz46jaevgqzflwcshzajm 208 8 ranges range NNS work_5q5kihz46jaevgqzflwcshzajm 208 9 that that WDT work_5q5kihz46jaevgqzflwcshzajm 208 10 provide provide VBP work_5q5kihz46jaevgqzflwcshzajm 208 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 208 12 much much RB work_5q5kihz46jaevgqzflwcshzajm 208 13 more more JJR work_5q5kihz46jaevgqzflwcshzajm 208 14 com- com- NN work_5q5kihz46jaevgqzflwcshzajm 208 15 prehensible prehensible JJ work_5q5kihz46jaevgqzflwcshzajm 208 16 view view NN work_5q5kihz46jaevgqzflwcshzajm 208 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 208 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 208 19 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 208 20 . . . work_5q5kihz46jaevgqzflwcshzajm 209 1 New new JJ work_5q5kihz46jaevgqzflwcshzajm 209 2 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 209 3 result result VBP work_5q5kihz46jaevgqzflwcshzajm 209 4 from from IN work_5q5kihz46jaevgqzflwcshzajm 209 5 other other JJ work_5q5kihz46jaevgqzflwcshzajm 209 6 current current JJ work_5q5kihz46jaevgqzflwcshzajm 209 7 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 209 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 209 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 209 10 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 209 11 attribute attribute NN work_5q5kihz46jaevgqzflwcshzajm 209 12 derivation derivation NN work_5q5kihz46jaevgqzflwcshzajm 209 13 . . . work_5q5kihz46jaevgqzflwcshzajm 210 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 210 2 derivation derivation NN work_5q5kihz46jaevgqzflwcshzajm 210 3 performs perform VBZ work_5q5kihz46jaevgqzflwcshzajm 210 4 some some DT work_5q5kihz46jaevgqzflwcshzajm 210 5 kind kind NN work_5q5kihz46jaevgqzflwcshzajm 210 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 210 7 aggregation aggregation NN work_5q5kihz46jaevgqzflwcshzajm 210 8 , , , work_5q5kihz46jaevgqzflwcshzajm 210 9 for for IN work_5q5kihz46jaevgqzflwcshzajm 210 10 example example NN work_5q5kihz46jaevgqzflwcshzajm 210 11 , , , work_5q5kihz46jaevgqzflwcshzajm 210 12 each each DT work_5q5kihz46jaevgqzflwcshzajm 210 13 attempt attempt NN work_5q5kihz46jaevgqzflwcshzajm 210 14 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 210 15 grouped group VBN work_5q5kihz46jaevgqzflwcshzajm 210 16 into into IN work_5q5kihz46jaevgqzflwcshzajm 210 17 a a DT work_5q5kihz46jaevgqzflwcshzajm 210 18 new new JJ work_5q5kihz46jaevgqzflwcshzajm 210 19 number number NN work_5q5kihz46jaevgqzflwcshzajm 210 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 210 21 attempt attempt NN work_5q5kihz46jaevgqzflwcshzajm 210 22 attribute attribute NN work_5q5kihz46jaevgqzflwcshzajm 210 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 210 24 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 210 25 & & CC work_5q5kihz46jaevgqzflwcshzajm 210 26 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 210 27 , , , work_5q5kihz46jaevgqzflwcshzajm 210 28 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 210 29 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 210 30 . . . work_5q5kihz46jaevgqzflwcshzajm 211 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 211 2 In in IN work_5q5kihz46jaevgqzflwcshzajm 211 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 211 4 division division NN work_5q5kihz46jaevgqzflwcshzajm 211 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 211 6 individual individual JJ work_5q5kihz46jaevgqzflwcshzajm 211 7 visit visit NN work_5q5kihz46jaevgqzflwcshzajm 211 8 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 211 9 into into IN work_5q5kihz46jaevgqzflwcshzajm 211 10 transac- transac- NN work_5q5kihz46jaevgqzflwcshzajm 211 11 tions tion NNS work_5q5kihz46jaevgqzflwcshzajm 211 12 , , , work_5q5kihz46jaevgqzflwcshzajm 211 13 can can MD work_5q5kihz46jaevgqzflwcshzajm 211 14 be be VB work_5q5kihz46jaevgqzflwcshzajm 211 15 identified identify VBN work_5q5kihz46jaevgqzflwcshzajm 211 16 subsessions subsession NNS work_5q5kihz46jaevgqzflwcshzajm 211 17 or or CC work_5q5kihz46jaevgqzflwcshzajm 211 18 missions mission NNS work_5q5kihz46jaevgqzflwcshzajm 211 19 with with IN work_5q5kihz46jaevgqzflwcshzajm 211 20 coherent coherent JJ work_5q5kihz46jaevgqzflwcshzajm 211 21 information information NN work_5q5kihz46jaevgqzflwcshzajm 211 22 needs need NNS work_5q5kihz46jaevgqzflwcshzajm 211 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 211 24 which which WDT work_5q5kihz46jaevgqzflwcshzajm 211 25 the the DT work_5q5kihz46jaevgqzflwcshzajm 211 26 identified identify VBN work_5q5kihz46jaevgqzflwcshzajm 211 27 sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 211 28 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 211 29 based base VBN work_5q5kihz46jaevgqzflwcshzajm 211 30 on on IN work_5q5kihz46jaevgqzflwcshzajm 211 31 the the DT work_5q5kihz46jaevgqzflwcshzajm 211 32 real real JJ work_5q5kihz46jaevgqzflwcshzajm 211 33 content content NN work_5q5kihz46jaevgqzflwcshzajm 211 34 of of IN work_5q5kihz46jaevgqzflwcshzajm 211 35 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 211 36 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 211 37 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 211 38 & & CC work_5q5kihz46jaevgqzflwcshzajm 211 39 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 211 40 , , , work_5q5kihz46jaevgqzflwcshzajm 211 41 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 211 42 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 211 43 . . . work_5q5kihz46jaevgqzflwcshzajm 212 1 Besides besides IN work_5q5kihz46jaevgqzflwcshzajm 212 2 different different JJ work_5q5kihz46jaevgqzflwcshzajm 212 3 meanings meaning NNS work_5q5kihz46jaevgqzflwcshzajm 212 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 212 5 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 212 6 at at IN work_5q5kihz46jaevgqzflwcshzajm 212 7 different different JJ work_5q5kihz46jaevgqzflwcshzajm 212 8 levels level NNS work_5q5kihz46jaevgqzflwcshzajm 212 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 212 10 abstraction abstraction NN work_5q5kihz46jaevgqzflwcshzajm 212 11 can can MD work_5q5kihz46jaevgqzflwcshzajm 212 12 be be VB work_5q5kihz46jaevgqzflwcshzajm 212 13 distinguished distinguish VBN work_5q5kihz46jaevgqzflwcshzajm 212 14 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 212 15 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 212 16 & & CC work_5q5kihz46jaevgqzflwcshzajm 212 17 Donnellan Donnellan NNP work_5q5kihz46jaevgqzflwcshzajm 212 18 , , , work_5q5kihz46jaevgqzflwcshzajm 212 19 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 212 20 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 212 21 : : : work_5q5kihz46jaevgqzflwcshzajm 212 22 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 212 23 and and CC work_5q5kihz46jaevgqzflwcshzajm 212 24 training train VBG work_5q5kihz46jaevgqzflwcshzajm 212 25 interac- interac- NNP work_5q5kihz46jaevgqzflwcshzajm 212 26 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 212 27 , , , work_5q5kihz46jaevgqzflwcshzajm 212 28 human human NN work_5q5kihz46jaevgqzflwcshzajm 212 29 – – : work_5q5kihz46jaevgqzflwcshzajm 212 30 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 212 31 interface interface NN work_5q5kihz46jaevgqzflwcshzajm 212 32 and and CC work_5q5kihz46jaevgqzflwcshzajm 212 33 multimedia multimedia NNP work_5q5kihz46jaevgqzflwcshzajm 212 34 and and CC work_5q5kihz46jaevgqzflwcshzajm 212 35 service service NN work_5q5kihz46jaevgqzflwcshzajm 212 36 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 212 37 . . . work_5q5kihz46jaevgqzflwcshzajm 213 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 213 2 The the DT work_5q5kihz46jaevgqzflwcshzajm 213 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 213 4 filtration filtration NN work_5q5kihz46jaevgqzflwcshzajm 213 5 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 213 6 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 213 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 213 8 concepts concept NNS work_5q5kihz46jaevgqzflwcshzajm 213 9 as as IN work_5q5kihz46jaevgqzflwcshzajm 213 10 number number NN work_5q5kihz46jaevgqzflwcshzajm 213 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 213 12 attempts attempt NNS work_5q5kihz46jaevgqzflwcshzajm 213 13 , , , work_5q5kihz46jaevgqzflwcshzajm 213 14 number number NN work_5q5kihz46jaevgqzflwcshzajm 213 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 213 16 repeated repeat VBN work_5q5kihz46jaevgqzflwcshzajm 213 17 reading reading NN work_5q5kihz46jaevgqzflwcshzajm 213 18 , , , work_5q5kihz46jaevgqzflwcshzajm 213 19 level level NN work_5q5kihz46jaevgqzflwcshzajm 213 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 213 21 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 213 22 , , , work_5q5kihz46jaevgqzflwcshzajm 213 23 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 213 24 . . . work_5q5kihz46jaevgqzflwcshzajm 214 1 Normally normally RB work_5q5kihz46jaevgqzflwcshzajm 214 2 , , , work_5q5kihz46jaevgqzflwcshzajm 214 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 214 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 214 5 filtered filter VBN work_5q5kihz46jaevgqzflwcshzajm 214 6 by by IN work_5q5kihz46jaevgqzflwcshzajm 214 7 defining define VBG work_5q5kihz46jaevgqzflwcshzajm 214 8 some some DT work_5q5kihz46jaevgqzflwcshzajm 214 9 condition condition NN work_5q5kihz46jaevgqzflwcshzajm 214 10 on on IN work_5q5kihz46jaevgqzflwcshzajm 214 11 one one CD work_5q5kihz46jaevgqzflwcshzajm 214 12 or or CC work_5q5kihz46jaevgqzflwcshzajm 214 13 more more JJR work_5q5kihz46jaevgqzflwcshzajm 214 14 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 214 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 214 16 removing remove VBG work_5q5kihz46jaevgqzflwcshzajm 214 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 214 18 instances instance NNS work_5q5kihz46jaevgqzflwcshzajm 214 19 that that WDT work_5q5kihz46jaevgqzflwcshzajm 214 20 violate violate VBP work_5q5kihz46jaevgqzflwcshzajm 214 21 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 214 22 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 214 23 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 214 24 & & CC work_5q5kihz46jaevgqzflwcshzajm 214 25 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 214 26 , , , work_5q5kihz46jaevgqzflwcshzajm 214 27 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 214 28 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 214 29 . . . work_5q5kihz46jaevgqzflwcshzajm 215 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 215 2 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 215 3 have have VBP work_5q5kihz46jaevgqzflwcshzajm 215 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 215 5 actively actively RB work_5q5kihz46jaevgqzflwcshzajm 215 6 participate participate VB work_5q5kihz46jaevgqzflwcshzajm 215 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 215 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 215 9 previ- previ- NNP work_5q5kihz46jaevgqzflwcshzajm 215 10 ous ous JJ work_5q5kihz46jaevgqzflwcshzajm 215 11 preprocessing preprocessing NN work_5q5kihz46jaevgqzflwcshzajm 215 12 task task NN work_5q5kihz46jaevgqzflwcshzajm 215 13 , , , work_5q5kihz46jaevgqzflwcshzajm 215 14 for for IN work_5q5kihz46jaevgqzflwcshzajm 215 15 example example NN work_5q5kihz46jaevgqzflwcshzajm 215 16 , , , work_5q5kihz46jaevgqzflwcshzajm 215 17 indicating indicate VBG work_5q5kihz46jaevgqzflwcshzajm 215 18 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 215 19 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 215 20 filtration filtration NN work_5q5kihz46jaevgqzflwcshzajm 215 21 and and CC work_5q5kihz46jaevgqzflwcshzajm 215 22 attribute attribute NN work_5q5kihz46jaevgqzflwcshzajm 215 23 derivation derivation NN work_5q5kihz46jaevgqzflwcshzajm 215 24 or or CC work_5q5kihz46jaevgqzflwcshzajm 215 25 transformation transformation NN work_5q5kihz46jaevgqzflwcshzajm 215 26 , , , work_5q5kihz46jaevgqzflwcshzajm 215 27 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 215 28 . . . work_5q5kihz46jaevgqzflwcshzajm 216 1 So so RB work_5q5kihz46jaevgqzflwcshzajm 216 2 , , , work_5q5kihz46jaevgqzflwcshzajm 216 3 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 216 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 216 5 needed need VBN work_5q5kihz46jaevgqzflwcshzajm 216 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 216 7 enhance enhance VB work_5q5kihz46jaevgqzflwcshzajm 216 8 preprocessing preprocesse VBG work_5q5kihz46jaevgqzflwcshzajm 216 9 facilities facility NNS work_5q5kihz46jaevgqzflwcshzajm 216 10 that that WDT work_5q5kihz46jaevgqzflwcshzajm 216 11 prepare prepare VBP work_5q5kihz46jaevgqzflwcshzajm 216 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 216 13 e e NN work_5q5kihz46jaevgqzflwcshzajm 216 14 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 216 15 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 216 16 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 216 17 in in IN work_5q5kihz46jaevgqzflwcshzajm 216 18 a a DT work_5q5kihz46jaevgqzflwcshzajm 216 19 meaningful meaningful JJ work_5q5kihz46jaevgqzflwcshzajm 216 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 216 21 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 216 22 way way NN work_5q5kihz46jaevgqzflwcshzajm 216 23 . . . work_5q5kihz46jaevgqzflwcshzajm 217 1 4 4 LS work_5q5kihz46jaevgqzflwcshzajm 217 2 . . . work_5q5kihz46jaevgqzflwcshzajm 218 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 218 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 218 3 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 218 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 218 5 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 218 6 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 218 7 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 218 8 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 218 9 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 218 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 218 11 multidisciplinary multidisciplinary JJ work_5q5kihz46jaevgqzflwcshzajm 218 12 area area NN work_5q5kihz46jaevgqzflwcshzajm 218 13 in in IN work_5q5kihz46jaevgqzflwcshzajm 218 14 which which WDT work_5q5kihz46jaevgqzflwcshzajm 218 15 several several JJ work_5q5kihz46jaevgqzflwcshzajm 218 16 computing compute VBG work_5q5kihz46jaevgqzflwcshzajm 218 17 paradigms paradigm NNS work_5q5kihz46jaevgqzflwcshzajm 218 18 converge converge NN work_5q5kihz46jaevgqzflwcshzajm 218 19 : : : work_5q5kihz46jaevgqzflwcshzajm 218 20 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 218 21 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 218 22 construction construction NN work_5q5kihz46jaevgqzflwcshzajm 218 23 , , , work_5q5kihz46jaevgqzflwcshzajm 218 24 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 218 25 induction induction NN work_5q5kihz46jaevgqzflwcshzajm 218 26 , , , work_5q5kihz46jaevgqzflwcshzajm 218 27 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 218 28 neural neural JJ work_5q5kihz46jaevgqzflwcshzajm 218 29 networks network NNS work_5q5kihz46jaevgqzflwcshzajm 218 30 , , , work_5q5kihz46jaevgqzflwcshzajm 218 31 instance instance NN work_5q5kihz46jaevgqzflwcshzajm 218 32 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 218 33 based base VBN work_5q5kihz46jaevgqzflwcshzajm 218 34 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 218 35 , , , work_5q5kihz46jaevgqzflwcshzajm 218 36 Bayesian bayesian JJ work_5q5kihz46jaevgqzflwcshzajm 218 37 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 218 38 , , , work_5q5kihz46jaevgqzflwcshzajm 218 39 logic logic NN work_5q5kihz46jaevgqzflwcshzajm 218 40 programming programming NN work_5q5kihz46jaevgqzflwcshzajm 218 41 , , , work_5q5kihz46jaevgqzflwcshzajm 218 42 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 218 43 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 218 44 , , , work_5q5kihz46jaevgqzflwcshzajm 218 45 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 218 46 . . . work_5q5kihz46jaevgqzflwcshzajm 219 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 219 2 Klosgen Klosgen NNP work_5q5kihz46jaevgqzflwcshzajm 219 3 & & CC work_5q5kihz46jaevgqzflwcshzajm 219 4 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 219 5 , , , work_5q5kihz46jaevgqzflwcshzajm 219 6 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 219 7 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 219 8 . . . work_5q5kihz46jaevgqzflwcshzajm 220 1 Next next RB work_5q5kihz46jaevgqzflwcshzajm 220 2 , , , work_5q5kihz46jaevgqzflwcshzajm 220 3 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 220 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 220 5 going go VBG work_5q5kihz46jaevgqzflwcshzajm 220 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 220 7 describe describe VB work_5q5kihz46jaevgqzflwcshzajm 220 8 some some DT work_5q5kihz46jaevgqzflwcshzajm 220 9 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 220 10 application application NN work_5q5kihz46jaevgqzflwcshzajm 220 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 220 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 220 13 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 220 14 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 220 15 grouped group VBN work_5q5kihz46jaevgqzflwcshzajm 220 16 by by IN work_5q5kihz46jaevgqzflwcshzajm 220 17 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 220 18 , , , work_5q5kihz46jaevgqzflwcshzajm 220 19 in in IN work_5q5kihz46jaevgqzflwcshzajm 220 20 web web NN work_5q5kihz46jaevgqzflwcshzajm 220 21 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 220 22 based base VBN work_5q5kihz46jaevgqzflwcshzajm 220 23 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 220 24 sys- sys- NN work_5q5kihz46jaevgqzflwcshzajm 220 25 tems tem NNS work_5q5kihz46jaevgqzflwcshzajm 220 26 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 220 27 see see VB work_5q5kihz46jaevgqzflwcshzajm 220 28 Table table NN work_5q5kihz46jaevgqzflwcshzajm 220 29 2 2 CD work_5q5kihz46jaevgqzflwcshzajm 220 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 220 31 . . . work_5q5kihz46jaevgqzflwcshzajm 221 1 4.1 4.1 CD work_5q5kihz46jaevgqzflwcshzajm 221 2 . . . work_5q5kihz46jaevgqzflwcshzajm 222 1 Statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 222 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 222 3 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 222 4 Student student NN work_5q5kihz46jaevgqzflwcshzajm 222 5 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 222 6 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 222 7 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 222 8 are be VBP work_5q5kihz46jaevgqzflwcshzajm 222 9 often often RB work_5q5kihz46jaevgqzflwcshzajm 222 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 222 11 starting starting NN work_5q5kihz46jaevgqzflwcshzajm 222 12 point point NN work_5q5kihz46jaevgqzflwcshzajm 222 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 222 14 evaluations evaluation NNS work_5q5kihz46jaevgqzflwcshzajm 222 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 222 16 an an DT work_5q5kihz46jaevgqzflwcshzajm 222 17 e e NN work_5q5kihz46jaevgqzflwcshzajm 222 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 222 19 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 222 20 system system NN work_5q5kihz46jaevgqzflwcshzajm 222 21 , , , work_5q5kihz46jaevgqzflwcshzajm 222 22 although although IN work_5q5kihz46jaevgqzflwcshzajm 222 23 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 222 24 are be VBP work_5q5kihz46jaevgqzflwcshzajm 222 25 usu- usu- RB work_5q5kihz46jaevgqzflwcshzajm 222 26 ally ally NN work_5q5kihz46jaevgqzflwcshzajm 222 27 not not RB work_5q5kihz46jaevgqzflwcshzajm 222 28 considered consider VBN work_5q5kihz46jaevgqzflwcshzajm 222 29 as as IN work_5q5kihz46jaevgqzflwcshzajm 222 30 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 222 31 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 222 32 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 222 33 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 222 34 Tsantis Tsantis NNP work_5q5kihz46jaevgqzflwcshzajm 222 35 & & CC work_5q5kihz46jaevgqzflwcshzajm 222 36 Castellani Castellani NNP work_5q5kihz46jaevgqzflwcshzajm 222 37 , , , work_5q5kihz46jaevgqzflwcshzajm 222 38 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 222 39 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 222 40 . . . work_5q5kihz46jaevgqzflwcshzajm 223 1 Formal formal JJ work_5q5kihz46jaevgqzflwcshzajm 223 2 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 223 3 inference inference NN work_5q5kihz46jaevgqzflwcshzajm 223 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 223 5 assumption assumption NN work_5q5kihz46jaevgqzflwcshzajm 223 6 driven drive VBN work_5q5kihz46jaevgqzflwcshzajm 223 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 223 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 223 9 sense sense NN work_5q5kihz46jaevgqzflwcshzajm 223 10 that that IN work_5q5kihz46jaevgqzflwcshzajm 223 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 223 12 hypothesis hypothesis NN work_5q5kihz46jaevgqzflwcshzajm 223 13 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 223 14 formed form VBN work_5q5kihz46jaevgqzflwcshzajm 223 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 223 16 then then RB work_5q5kihz46jaevgqzflwcshzajm 223 17 tested test VBN work_5q5kihz46jaevgqzflwcshzajm 223 18 against against IN work_5q5kihz46jaevgqzflwcshzajm 223 19 the the DT work_5q5kihz46jaevgqzflwcshzajm 223 20 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 223 21 . . . work_5q5kihz46jaevgqzflwcshzajm 224 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 224 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 224 3 , , , work_5q5kihz46jaevgqzflwcshzajm 224 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 224 5 contrast contrast NN work_5q5kihz46jaevgqzflwcshzajm 224 6 , , , work_5q5kihz46jaevgqzflwcshzajm 224 7 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 224 8 discov- discov- JJ work_5q5kihz46jaevgqzflwcshzajm 224 9 ery ery NNP work_5q5kihz46jaevgqzflwcshzajm 224 10 driven drive VBN work_5q5kihz46jaevgqzflwcshzajm 224 11 in in IN work_5q5kihz46jaevgqzflwcshzajm 224 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 224 13 sense sense NN work_5q5kihz46jaevgqzflwcshzajm 224 14 that that IN work_5q5kihz46jaevgqzflwcshzajm 224 15 the the DT work_5q5kihz46jaevgqzflwcshzajm 224 16 hypothesis hypothesis NN work_5q5kihz46jaevgqzflwcshzajm 224 17 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 224 18 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 224 19 extracted extract VBN work_5q5kihz46jaevgqzflwcshzajm 224 20 from from IN work_5q5kihz46jaevgqzflwcshzajm 224 21 the the DT work_5q5kihz46jaevgqzflwcshzajm 224 22 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 224 23 . . . work_5q5kihz46jaevgqzflwcshzajm 225 1 Usage usage NN work_5q5kihz46jaevgqzflwcshzajm 225 2 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 225 3 may may MD work_5q5kihz46jaevgqzflwcshzajm 225 4 be be VB work_5q5kihz46jaevgqzflwcshzajm 225 5 extracted extract VBN work_5q5kihz46jaevgqzflwcshzajm 225 6 using use VBG work_5q5kihz46jaevgqzflwcshzajm 225 7 standard standard JJ work_5q5kihz46jaevgqzflwcshzajm 225 8 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 225 9 designed design VBN work_5q5kihz46jaevgqzflwcshzajm 225 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 225 11 analyze analyze VB work_5q5kihz46jaevgqzflwcshzajm 225 12 web web NN work_5q5kihz46jaevgqzflwcshzajm 225 13 server server NN work_5q5kihz46jaevgqzflwcshzajm 225 14 logs log VBZ work_5q5kihz46jaevgqzflwcshzajm 225 15 as as IN work_5q5kihz46jaevgqzflwcshzajm 225 16 AccessWatch AccessWatch NNP work_5q5kihz46jaevgqzflwcshzajm 225 17 , , , work_5q5kihz46jaevgqzflwcshzajm 225 18 Ana- Ana- NNP work_5q5kihz46jaevgqzflwcshzajm 225 19 log log NN work_5q5kihz46jaevgqzflwcshzajm 225 20 , , , work_5q5kihz46jaevgqzflwcshzajm 225 21 Gwstat Gwstat NNP work_5q5kihz46jaevgqzflwcshzajm 225 22 , , , work_5q5kihz46jaevgqzflwcshzajm 225 23 WebStat WebStat NNP work_5q5kihz46jaevgqzflwcshzajm 225 24 , , , work_5q5kihz46jaevgqzflwcshzajm 225 25 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 225 26 . . . work_5q5kihz46jaevgqzflwcshzajm 226 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 226 2 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 226 3 et et FW work_5q5kihz46jaevgqzflwcshzajm 226 4 al al NNP work_5q5kihz46jaevgqzflwcshzajm 226 5 . . NNP work_5q5kihz46jaevgqzflwcshzajm 226 6 , , , work_5q5kihz46jaevgqzflwcshzajm 226 7 1998 1998 CD work_5q5kihz46jaevgqzflwcshzajm 226 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 226 9 . . . work_5q5kihz46jaevgqzflwcshzajm 227 1 But but CC work_5q5kihz46jaevgqzflwcshzajm 227 2 there there EX work_5q5kihz46jaevgqzflwcshzajm 227 3 are be VBP work_5q5kihz46jaevgqzflwcshzajm 227 4 some some DT work_5q5kihz46jaevgqzflwcshzajm 227 5 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 227 6 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 227 7 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 227 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 227 9 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 227 10 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 227 11 as as IN work_5q5kihz46jaevgqzflwcshzajm 227 12 Synergo Synergo NNP work_5q5kihz46jaevgqzflwcshzajm 227 13 / / SYM work_5q5kihz46jaevgqzflwcshzajm 227 14 ColAT ColAT NNP work_5q5kihz46jaevgqzflwcshzajm 227 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 227 16 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 227 17 et et NNP work_5q5kihz46jaevgqzflwcshzajm 227 18 al al NNP work_5q5kihz46jaevgqzflwcshzajm 227 19 . . NNP work_5q5kihz46jaevgqzflwcshzajm 227 20 , , , work_5q5kihz46jaevgqzflwcshzajm 227 21 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 227 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 227 23 . . . work_5q5kihz46jaevgqzflwcshzajm 228 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 228 2 example example NN work_5q5kihz46jaevgqzflwcshzajm 228 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 228 4 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 228 5 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 228 6 are be VBP work_5q5kihz46jaevgqzflwcshzajm 228 7 simple simple JJ work_5q5kihz46jaevgqzflwcshzajm 228 8 measures measure NNS work_5q5kihz46jaevgqzflwcshzajm 228 9 such such JJ work_5q5kihz46jaevgqzflwcshzajm 228 10 as as IN work_5q5kihz46jaevgqzflwcshzajm 228 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 228 12 total total JJ work_5q5kihz46jaevgqzflwcshzajm 228 13 num- num- NNP work_5q5kihz46jaevgqzflwcshzajm 228 14 ber ber NN work_5q5kihz46jaevgqzflwcshzajm 228 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 228 16 visits visit NNS work_5q5kihz46jaevgqzflwcshzajm 228 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 228 18 number number NN work_5q5kihz46jaevgqzflwcshzajm 228 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 228 20 visits visit NNS work_5q5kihz46jaevgqzflwcshzajm 228 21 per per IN work_5q5kihz46jaevgqzflwcshzajm 228 22 page page NN work_5q5kihz46jaevgqzflwcshzajm 228 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 228 24 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 228 25 & & CC work_5q5kihz46jaevgqzflwcshzajm 228 26 Donne- Donne- NNP work_5q5kihz46jaevgqzflwcshzajm 228 27 llan llan NNP work_5q5kihz46jaevgqzflwcshzajm 228 28 , , , work_5q5kihz46jaevgqzflwcshzajm 228 29 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 228 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 228 31 . . . work_5q5kihz46jaevgqzflwcshzajm 229 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 229 2 other other JJ work_5q5kihz46jaevgqzflwcshzajm 229 3 general general JJ work_5q5kihz46jaevgqzflwcshzajm 229 4 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 229 5 show show VBP work_5q5kihz46jaevgqzflwcshzajm 229 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 229 7 connected connected JJ work_5q5kihz46jaevgqzflwcshzajm 229 8 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 229 9 distribution distribution NN work_5q5kihz46jaevgqzflwcshzajm 229 10 over over IN work_5q5kihz46jaevgqzflwcshzajm 229 11 time time NN work_5q5kihz46jaevgqzflwcshzajm 229 12 , , , work_5q5kihz46jaevgqzflwcshzajm 229 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 229 14 most most RBS work_5q5kihz46jaevgqzflwcshzajm 229 15 frequent frequent JJ work_5q5kihz46jaevgqzflwcshzajm 229 16 acceded accede VBN work_5q5kihz46jaevgqzflwcshzajm 229 17 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 229 18 , , , work_5q5kihz46jaevgqzflwcshzajm 229 19 how how WRB work_5q5kihz46jaevgqzflwcshzajm 229 20 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 229 21 establish establish VBP work_5q5kihz46jaevgqzflwcshzajm 229 22 many many JJ work_5q5kihz46jaevgqzflwcshzajm 229 23 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 229 24 ses- ses- NNS work_5q5kihz46jaevgqzflwcshzajm 229 25 sions sion NNS work_5q5kihz46jaevgqzflwcshzajm 229 26 over over IN work_5q5kihz46jaevgqzflwcshzajm 229 27 time time NN work_5q5kihz46jaevgqzflwcshzajm 229 28 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 229 29 Zorrilla Zorrilla NNP work_5q5kihz46jaevgqzflwcshzajm 229 30 et et FW work_5q5kihz46jaevgqzflwcshzajm 229 31 al al NNP work_5q5kihz46jaevgqzflwcshzajm 229 32 . . NNP work_5q5kihz46jaevgqzflwcshzajm 229 33 , , , work_5q5kihz46jaevgqzflwcshzajm 229 34 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 229 35 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 229 36 . . . work_5q5kihz46jaevgqzflwcshzajm 230 1 Besides besides RB work_5q5kihz46jaevgqzflwcshzajm 230 2 , , , work_5q5kihz46jaevgqzflwcshzajm 230 3 some some DT work_5q5kihz46jaevgqzflwcshzajm 230 4 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 230 5 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 230 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 230 7 AIWBES AIWBES NNP work_5q5kihz46jaevgqzflwcshzajm 230 8 can can MD work_5q5kihz46jaevgqzflwcshzajm 230 9 show show VB work_5q5kihz46jaevgqzflwcshzajm 230 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 230 11 average average JJ work_5q5kihz46jaevgqzflwcshzajm 230 12 number number NN work_5q5kihz46jaevgqzflwcshzajm 230 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 230 14 constraint constraint NN work_5q5kihz46jaevgqzflwcshzajm 230 15 violations violation NNS work_5q5kihz46jaevgqzflwcshzajm 230 16 , , , work_5q5kihz46jaevgqzflwcshzajm 230 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 230 18 average average JJ work_5q5kihz46jaevgqzflwcshzajm 230 19 problem problem NN work_5q5kihz46jaevgqzflwcshzajm 230 20 complexity complexity NN work_5q5kihz46jaevgqzflwcshzajm 230 21 , , , work_5q5kihz46jaevgqzflwcshzajm 230 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 230 23 total total JJ work_5q5kihz46jaevgqzflwcshzajm 230 24 time time NN work_5q5kihz46jaevgqzflwcshzajm 230 25 spent spend VBN work_5q5kihz46jaevgqzflwcshzajm 230 26 in in IN work_5q5kihz46jaevgqzflwcshzajm 230 27 attempts attempt NNS work_5q5kihz46jaevgqzflwcshzajm 230 28 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 230 29 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 230 30 & & CC work_5q5kihz46jaevgqzflwcshzajm 230 31 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 230 32 , , , work_5q5kihz46jaevgqzflwcshzajm 230 33 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 230 34 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 230 35 . . . work_5q5kihz46jaevgqzflwcshzajm 231 1 More more RBR work_5q5kihz46jaevgqzflwcshzajm 231 2 complex complex JJ work_5q5kihz46jaevgqzflwcshzajm 231 3 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 231 4 tests test NNS work_5q5kihz46jaevgqzflwcshzajm 231 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 231 6 procedures procedure NNS work_5q5kihz46jaevgqzflwcshzajm 231 7 such such JJ work_5q5kihz46jaevgqzflwcshzajm 231 8 as as IN work_5q5kihz46jaevgqzflwcshzajm 231 9 regression regression NN work_5q5kihz46jaevgqzflwcshzajm 231 10 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 231 11 , , , work_5q5kihz46jaevgqzflwcshzajm 231 12 correlation correlation NN work_5q5kihz46jaevgqzflwcshzajm 231 13 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 231 14 , , , work_5q5kihz46jaevgqzflwcshzajm 231 15 multivariate multivariate NN work_5q5kihz46jaevgqzflwcshzajm 231 16 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 231 17 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 231 18 . . . work_5q5kihz46jaevgqzflwcshzajm 232 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 232 2 Zarzo Zarzo NNP work_5q5kihz46jaevgqzflwcshzajm 232 3 , , , work_5q5kihz46jaevgqzflwcshzajm 232 4 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 232 5 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 232 6 need need VBP work_5q5kihz46jaevgqzflwcshzajm 232 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 232 8 use use VB work_5q5kihz46jaevgqzflwcshzajm 232 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 232 10 more more JJR work_5q5kihz46jaevgqzflwcshzajm 232 11 pow- pow- NN work_5q5kihz46jaevgqzflwcshzajm 232 12 erful erful JJ work_5q5kihz46jaevgqzflwcshzajm 232 13 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 232 14 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 232 15 as as IN work_5q5kihz46jaevgqzflwcshzajm 232 16 SPSS SPSS NNP work_5q5kihz46jaevgqzflwcshzajm 232 17 , , , work_5q5kihz46jaevgqzflwcshzajm 232 18 SAS SAS NNP work_5q5kihz46jaevgqzflwcshzajm 232 19 , , , work_5q5kihz46jaevgqzflwcshzajm 232 20 S S NNP work_5q5kihz46jaevgqzflwcshzajm 232 21 , , , work_5q5kihz46jaevgqzflwcshzajm 232 22 R R NNP work_5q5kihz46jaevgqzflwcshzajm 232 23 , , , work_5q5kihz46jaevgqzflwcshzajm 232 24 Statistica Statistica NNP work_5q5kihz46jaevgqzflwcshzajm 232 25 , , , work_5q5kihz46jaevgqzflwcshzajm 232 26 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 232 27 . . . work_5q5kihz46jaevgqzflwcshzajm 233 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 233 2 Klosgen Klosgen NNP work_5q5kihz46jaevgqzflwcshzajm 233 3 & & CC work_5q5kihz46jaevgqzflwcshzajm 233 4 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 233 5 , , , work_5q5kihz46jaevgqzflwcshzajm 233 6 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 233 7 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 233 8 . . . work_5q5kihz46jaevgqzflwcshzajm 234 1 If if IN work_5q5kihz46jaevgqzflwcshzajm 234 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 234 3 are be VBP work_5q5kihz46jaevgqzflwcshzajm 234 4 stored store VBN work_5q5kihz46jaevgqzflwcshzajm 234 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 234 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 234 7 relational relational JJ work_5q5kihz46jaevgqzflwcshzajm 234 8 database database NN work_5q5kihz46jaevgqzflwcshzajm 234 9 , , , work_5q5kihz46jaevgqzflwcshzajm 234 10 then then RB work_5q5kihz46jaevgqzflwcshzajm 234 11 SQL SQL NNP work_5q5kihz46jaevgqzflwcshzajm 234 12 queries query NNS work_5q5kihz46jaevgqzflwcshzajm 234 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 234 14 Heiner Heiner NNP work_5q5kihz46jaevgqzflwcshzajm 234 15 , , , work_5q5kihz46jaevgqzflwcshzajm 234 16 Beck Beck NNP work_5q5kihz46jaevgqzflwcshzajm 234 17 , , , work_5q5kihz46jaevgqzflwcshzajm 234 18 & & CC work_5q5kihz46jaevgqzflwcshzajm 234 19 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 234 20 , , , work_5q5kihz46jaevgqzflwcshzajm 234 21 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 234 22 ; ; : work_5q5kihz46jaevgqzflwcshzajm 234 23 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 234 24 & & CC work_5q5kihz46jaevgqzflwcshzajm 234 25 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 234 26 , , , work_5q5kihz46jaevgqzflwcshzajm 234 27 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 234 28 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 234 29 can can MD work_5q5kihz46jaevgqzflwcshzajm 234 30 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 234 31 functionality functionality NN work_5q5kihz46jaevgqzflwcshzajm 234 32 for for IN work_5q5kihz46jaevgqzflwcshzajm 234 33 a a DT work_5q5kihz46jaevgqzflwcshzajm 234 34 number number NN work_5q5kihz46jaevgqzflwcshzajm 234 35 of of IN work_5q5kihz46jaevgqzflwcshzajm 234 36 simple simple JJ work_5q5kihz46jaevgqzflwcshzajm 234 37 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 234 38 operations operation NNS work_5q5kihz46jaevgqzflwcshzajm 234 39 such such JJ work_5q5kihz46jaevgqzflwcshzajm 234 40 as as IN work_5q5kihz46jaevgqzflwcshzajm 234 41 stan- stan- NNP work_5q5kihz46jaevgqzflwcshzajm 234 42 dard dard NNP work_5q5kihz46jaevgqzflwcshzajm 234 43 deviation deviation NN work_5q5kihz46jaevgqzflwcshzajm 234 44 , , , work_5q5kihz46jaevgqzflwcshzajm 234 45 mode mode NN work_5q5kihz46jaevgqzflwcshzajm 234 46 , , , work_5q5kihz46jaevgqzflwcshzajm 234 47 sample sample NN work_5q5kihz46jaevgqzflwcshzajm 234 48 size size NN work_5q5kihz46jaevgqzflwcshzajm 234 49 , , , work_5q5kihz46jaevgqzflwcshzajm 234 50 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 234 51 . . . work_5q5kihz46jaevgqzflwcshzajm 235 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 235 2 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 235 3 & & CC work_5q5kihz46jaevgqzflwcshzajm 235 4 Mitro- Mitro- NNP work_5q5kihz46jaevgqzflwcshzajm 235 5 vic vic NN work_5q5kihz46jaevgqzflwcshzajm 235 6 , , , work_5q5kihz46jaevgqzflwcshzajm 235 7 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 235 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 235 9 . . . work_5q5kihz46jaevgqzflwcshzajm 236 1 But but CC work_5q5kihz46jaevgqzflwcshzajm 236 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 236 3 information information NN work_5q5kihz46jaevgqzflwcshzajm 236 4 obtained obtain VBN work_5q5kihz46jaevgqzflwcshzajm 236 5 from from IN work_5q5kihz46jaevgqzflwcshzajm 236 6 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 236 7 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 236 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 236 9 not not RB work_5q5kihz46jaevgqzflwcshzajm 236 10 always always RB work_5q5kihz46jaevgqzflwcshzajm 236 11 easy easy JJ work_5q5kihz46jaevgqzflwcshzajm 236 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 236 13 interpret interpret VB work_5q5kihz46jaevgqzflwcshzajm 236 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 236 15 the the DT work_5q5kihz46jaevgqzflwcshzajm 236 16 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 236 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 236 18 then then RB work_5q5kihz46jaevgqzflwcshzajm 236 19 other other JJ work_5q5kihz46jaevgqzflwcshzajm 236 20 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 236 21 have have VBP work_5q5kihz46jaevgqzflwcshzajm 236 22 to to TO work_5q5kihz46jaevgqzflwcshzajm 236 23 be be VB work_5q5kihz46jaevgqzflwcshzajm 236 24 used use VBN work_5q5kihz46jaevgqzflwcshzajm 236 25 . . . work_5q5kihz46jaevgqzflwcshzajm 237 1 Information information NN work_5q5kihz46jaevgqzflwcshzajm 237 2 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 237 3 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 237 4 can can MD work_5q5kihz46jaevgqzflwcshzajm 237 5 be be VB work_5q5kihz46jaevgqzflwcshzajm 237 6 used use VBN work_5q5kihz46jaevgqzflwcshzajm 237 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 237 8 graphically graphically RB work_5q5kihz46jaevgqzflwcshzajm 237 9 render render VB work_5q5kihz46jaevgqzflwcshzajm 237 10 complex complex JJ work_5q5kihz46jaevgqzflwcshzajm 237 11 , , , work_5q5kihz46jaevgqzflwcshzajm 237 12 multidimensional multidimensional JJ work_5q5kihz46jaevgqzflwcshzajm 237 13 student student NN work_5q5kihz46jaevgqzflwcshzajm 237 14 tracking tracking NN work_5q5kihz46jaevgqzflwcshzajm 237 15 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 237 16 collected collect VBN work_5q5kihz46jaevgqzflwcshzajm 237 17 by by IN work_5q5kihz46jaevgqzflwcshzajm 237 18 web web NN work_5q5kihz46jaevgqzflwcshzajm 237 19 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 237 20 based base VBN work_5q5kihz46jaevgqzflwcshzajm 237 21 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 237 22 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 237 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 237 24 Mazza Mazza NNP work_5q5kihz46jaevgqzflwcshzajm 237 25 & & CC work_5q5kihz46jaevgqzflwcshzajm 237 26 Milani Milani NNP work_5q5kihz46jaevgqzflwcshzajm 237 27 , , , work_5q5kihz46jaevgqzflwcshzajm 237 28 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 237 29 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 237 30 . . . work_5q5kihz46jaevgqzflwcshzajm 238 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 238 2 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 238 3 facilitate facilitate VBP work_5q5kihz46jaevgqzflwcshzajm 238 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 238 5 analyze analyze VB work_5q5kihz46jaevgqzflwcshzajm 238 6 large large JJ work_5q5kihz46jaevgqzflwcshzajm 238 7 amounts amount NNS work_5q5kihz46jaevgqzflwcshzajm 238 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 238 9 information information NN work_5q5kihz46jaevgqzflwcshzajm 238 10 by by IN work_5q5kihz46jaevgqzflwcshzajm 238 11 representing represent VBG work_5q5kihz46jaevgqzflwcshzajm 238 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 238 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 238 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 238 15 some some DT work_5q5kihz46jaevgqzflwcshzajm 238 16 visual visual JJ work_5q5kihz46jaevgqzflwcshzajm 238 17 display display NN work_5q5kihz46jaevgqzflwcshzajm 238 18 . . . work_5q5kihz46jaevgqzflwcshzajm 239 1 Normally normally RB work_5q5kihz46jaevgqzflwcshzajm 239 2 large large JJ work_5q5kihz46jaevgqzflwcshzajm 239 3 quantities quantity NNS work_5q5kihz46jaevgqzflwcshzajm 239 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 239 5 140 140 CD work_5q5kihz46jaevgqzflwcshzajm 239 6 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 239 7 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 239 8 , , , work_5q5kihz46jaevgqzflwcshzajm 239 9 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 239 10 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 239 11 / / SYM work_5q5kihz46jaevgqzflwcshzajm 239 12 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 239 13 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 239 14 with with IN work_5q5kihz46jaevgqzflwcshzajm 239 15 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 239 16 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 239 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 239 18 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 239 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 239 20 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 239 21 A a NN work_5q5kihz46jaevgqzflwcshzajm 239 22 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 239 23 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 239 24 r r NN work_5q5kihz46jaevgqzflwcshzajm 239 25 's 's POS work_5q5kihz46jaevgqzflwcshzajm 239 26 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 239 27 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 239 28 on on IN work_5q5kihz46jaevgqzflwcshzajm 239 29 al al NNP work_5q5kihz46jaevgqzflwcshzajm 239 30 co co NNP work_5q5kihz46jaevgqzflwcshzajm 239 31 py py NNP work_5q5kihz46jaevgqzflwcshzajm 239 32 raw raw JJ work_5q5kihz46jaevgqzflwcshzajm 239 33 instance instance NN work_5q5kihz46jaevgqzflwcshzajm 239 34 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 239 35 are be VBP work_5q5kihz46jaevgqzflwcshzajm 239 36 represented represent VBN work_5q5kihz46jaevgqzflwcshzajm 239 37 or or CC work_5q5kihz46jaevgqzflwcshzajm 239 38 plotted plot VBN work_5q5kihz46jaevgqzflwcshzajm 239 39 as as IN work_5q5kihz46jaevgqzflwcshzajm 239 40 spreadsheet spreadsheet NN work_5q5kihz46jaevgqzflwcshzajm 239 41 charts chart NNS work_5q5kihz46jaevgqzflwcshzajm 239 42 , , , work_5q5kihz46jaevgqzflwcshzajm 239 43 scatterplot scatterplot NN work_5q5kihz46jaevgqzflwcshzajm 239 44 , , , work_5q5kihz46jaevgqzflwcshzajm 239 45 3D 3d JJ work_5q5kihz46jaevgqzflwcshzajm 239 46 representations representation NNS work_5q5kihz46jaevgqzflwcshzajm 239 47 , , , work_5q5kihz46jaevgqzflwcshzajm 239 48 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 239 49 . . . work_5q5kihz46jaevgqzflwcshzajm 240 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 240 2 informa- informa- JJ work_5q5kihz46jaevgqzflwcshzajm 240 3 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 240 4 visualized visualize VBN work_5q5kihz46jaevgqzflwcshzajm 240 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 240 6 statistical statistical JJ work_5q5kihz46jaevgqzflwcshzajm 240 7 graphs graphs NN work_5q5kihz46jaevgqzflwcshzajm 240 8 can can MD work_5q5kihz46jaevgqzflwcshzajm 240 9 be be VB work_5q5kihz46jaevgqzflwcshzajm 240 10 about about IN work_5q5kihz46jaevgqzflwcshzajm 240 11 assignment assignment NN work_5q5kihz46jaevgqzflwcshzajm 240 12 complement complement NN work_5q5kihz46jaevgqzflwcshzajm 240 13 , , , work_5q5kihz46jaevgqzflwcshzajm 240 14 admitted admit VBD work_5q5kihz46jaevgqzflwcshzajm 240 15 question question NN work_5q5kihz46jaevgqzflwcshzajm 240 16 , , , work_5q5kihz46jaevgqzflwcshzajm 240 17 exam exam NN work_5q5kihz46jaevgqzflwcshzajm 240 18 score score NN work_5q5kihz46jaevgqzflwcshzajm 240 19 , , , work_5q5kihz46jaevgqzflwcshzajm 240 20 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 240 21 . . . work_5q5kihz46jaevgqzflwcshzajm 241 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 241 2 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 241 3 , , , work_5q5kihz46jaevgqzflwcshzajm 241 4 Yang Yang NNP work_5q5kihz46jaevgqzflwcshzajm 241 5 , , , work_5q5kihz46jaevgqzflwcshzajm 241 6 & & CC work_5q5kihz46jaevgqzflwcshzajm 241 7 Han Han NNP work_5q5kihz46jaevgqzflwcshzajm 241 8 , , , work_5q5kihz46jaevgqzflwcshzajm 241 9 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 241 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 241 11 . . . work_5q5kihz46jaevgqzflwcshzajm 242 1 Visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 242 2 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 242 3 have have VBP work_5q5kihz46jaevgqzflwcshzajm 242 4 been be VBN work_5q5kihz46jaevgqzflwcshzajm 242 5 used use VBN work_5q5kihz46jaevgqzflwcshzajm 242 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 242 7 visualize visualize VB work_5q5kihz46jaevgqzflwcshzajm 242 8 social social JJ work_5q5kihz46jaevgqzflwcshzajm 242 9 aspects aspect NNS work_5q5kihz46jaevgqzflwcshzajm 242 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 242 11 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 242 12 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 242 13 supported support VBN work_5q5kihz46jaevgqzflwcshzajm 242 14 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 242 15 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 242 16 , , , work_5q5kihz46jaevgqzflwcshzajm 242 17 community community NN work_5q5kihz46jaevgqzflwcshzajm 242 18 relationships relationship NNS work_5q5kihz46jaevgqzflwcshzajm 242 19 in in IN work_5q5kihz46jaevgqzflwcshzajm 242 20 peer- peer- NN work_5q5kihz46jaevgqzflwcshzajm 242 21 to to IN work_5q5kihz46jaevgqzflwcshzajm 242 22 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 242 23 peer peer NN work_5q5kihz46jaevgqzflwcshzajm 242 24 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 242 25 , , , work_5q5kihz46jaevgqzflwcshzajm 242 26 and and CC work_5q5kihz46jaevgqzflwcshzajm 242 27 conversations conversation NNS work_5q5kihz46jaevgqzflwcshzajm 242 28 in in IN work_5q5kihz46jaevgqzflwcshzajm 242 29 online online JJ work_5q5kihz46jaevgqzflwcshzajm 242 30 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 242 31 . . . work_5q5kihz46jaevgqzflwcshzajm 243 1 Instructors instructor NNS work_5q5kihz46jaevgqzflwcshzajm 243 2 can can MD work_5q5kihz46jaevgqzflwcshzajm 243 3 manipulate manipulate VB work_5q5kihz46jaevgqzflwcshzajm 243 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 243 5 graphical graphical JJ work_5q5kihz46jaevgqzflwcshzajm 243 6 representations representation NNS work_5q5kihz46jaevgqzflwcshzajm 243 7 generated generate VBN work_5q5kihz46jaevgqzflwcshzajm 243 8 , , , work_5q5kihz46jaevgqzflwcshzajm 243 9 which which WDT work_5q5kihz46jaevgqzflwcshzajm 243 10 allow allow VBP work_5q5kihz46jaevgqzflwcshzajm 243 11 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 243 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 243 13 gain gain VB work_5q5kihz46jaevgqzflwcshzajm 243 14 an an DT work_5q5kihz46jaevgqzflwcshzajm 243 15 understanding understanding NN work_5q5kihz46jaevgqzflwcshzajm 243 16 of of IN work_5q5kihz46jaevgqzflwcshzajm 243 17 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 243 18 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 243 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 243 20 become become VB work_5q5kihz46jaevgqzflwcshzajm 243 21 aware aware JJ work_5q5kihz46jaevgqzflwcshzajm 243 22 of of IN work_5q5kihz46jaevgqzflwcshzajm 243 23 what what WP work_5q5kihz46jaevgqzflwcshzajm 243 24 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 243 25 happening happen VBG work_5q5kihz46jaevgqzflwcshzajm 243 26 in in IN work_5q5kihz46jaevgqzflwcshzajm 243 27 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 243 28 classes class NNS work_5q5kihz46jaevgqzflwcshzajm 243 29 . . . work_5q5kihz46jaevgqzflwcshzajm 244 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 244 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 244 3 some some DT work_5q5kihz46jaevgqzflwcshzajm 244 4 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 244 5 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 244 6 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 244 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 244 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 244 9 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 244 10 as as IN work_5q5kihz46jaevgqzflwcshzajm 244 11 GISMO GISMO NNP work_5q5kihz46jaevgqzflwcshzajm 244 12 / / SYM work_5q5kihz46jaevgqzflwcshzajm 244 13 CourseVis CourseVis NNP work_5q5kihz46jaevgqzflwcshzajm 244 14 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 244 15 Mazza Mazza NNP work_5q5kihz46jaevgqzflwcshzajm 244 16 & & CC work_5q5kihz46jaevgqzflwcshzajm 244 17 Milani Milani NNP work_5q5kihz46jaevgqzflwcshzajm 244 18 , , , work_5q5kihz46jaevgqzflwcshzajm 244 19 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 244 20 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 244 21 and and CC work_5q5kihz46jaevgqzflwcshzajm 244 22 Listen listen VB work_5q5kihz46jaevgqzflwcshzajm 244 23 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 244 24 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 244 25 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 244 26 et et NNP work_5q5kihz46jaevgqzflwcshzajm 244 27 al al NNP work_5q5kihz46jaevgqzflwcshzajm 244 28 . . NNP work_5q5kihz46jaevgqzflwcshzajm 244 29 , , , work_5q5kihz46jaevgqzflwcshzajm 244 30 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 244 31 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 244 32 . . . work_5q5kihz46jaevgqzflwcshzajm 245 1 4.2 4.2 CD work_5q5kihz46jaevgqzflwcshzajm 245 2 . . . work_5q5kihz46jaevgqzflwcshzajm 246 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 246 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 246 3 Web web NN work_5q5kihz46jaevgqzflwcshzajm 246 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 246 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 246 6 Srivastava Srivastava NNP work_5q5kihz46jaevgqzflwcshzajm 246 7 et et FW work_5q5kihz46jaevgqzflwcshzajm 246 8 al al NNP work_5q5kihz46jaevgqzflwcshzajm 246 9 . . NNP work_5q5kihz46jaevgqzflwcshzajm 246 10 , , , work_5q5kihz46jaevgqzflwcshzajm 246 11 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 246 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 246 13 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 246 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 246 15 application application NN work_5q5kihz46jaevgqzflwcshzajm 246 16 of of IN work_5q5kihz46jaevgqzflwcshzajm 246 17 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 246 18 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 246 19 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 246 20 to to TO work_5q5kihz46jaevgqzflwcshzajm 246 21 extract extract VB work_5q5kihz46jaevgqzflwcshzajm 246 22 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 246 23 from from IN work_5q5kihz46jaevgqzflwcshzajm 246 24 web web NN work_5q5kihz46jaevgqzflwcshzajm 246 25 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 246 26 . . . work_5q5kihz46jaevgqzflwcshzajm 247 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 247 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 247 3 three three CD work_5q5kihz46jaevgqzflwcshzajm 247 4 main main JJ work_5q5kihz46jaevgqzflwcshzajm 247 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 247 7 categories category NNS work_5q5kihz46jaevgqzflwcshzajm 247 8 from from IN work_5q5kihz46jaevgqzflwcshzajm 247 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 247 10 used use VBN work_5q5kihz46jaevgqzflwcshzajm 247 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 247 12 viewpoint viewpoint NN work_5q5kihz46jaevgqzflwcshzajm 247 13 : : : work_5q5kihz46jaevgqzflwcshzajm 247 14 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 15 content content NN work_5q5kihz46jaevgqzflwcshzajm 247 16 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 247 17 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 247 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 247 19 process process NN work_5q5kihz46jaevgqzflwcshzajm 247 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 247 21 extracting extract VBG work_5q5kihz46jaevgqzflwcshzajm 247 22 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 247 23 information information NN work_5q5kihz46jaevgqzflwcshzajm 247 24 from from IN work_5q5kihz46jaevgqzflwcshzajm 247 25 the the DT work_5q5kihz46jaevgqzflwcshzajm 247 26 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 247 27 of of IN work_5q5kihz46jaevgqzflwcshzajm 247 28 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 29 documents document NNS work_5q5kihz46jaevgqzflwcshzajm 247 30 ; ; , work_5q5kihz46jaevgqzflwcshzajm 247 31 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 32 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 247 33 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 247 34 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 247 35 the the DT work_5q5kihz46jaevgqzflwcshzajm 247 36 process process NN work_5q5kihz46jaevgqzflwcshzajm 247 37 of of IN work_5q5kihz46jaevgqzflwcshzajm 247 38 discover- discover- JJ work_5q5kihz46jaevgqzflwcshzajm 247 39 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 247 40 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 247 41 information information NN work_5q5kihz46jaevgqzflwcshzajm 247 42 from from IN work_5q5kihz46jaevgqzflwcshzajm 247 43 the the DT work_5q5kihz46jaevgqzflwcshzajm 247 44 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 45 ; ; : work_5q5kihz46jaevgqzflwcshzajm 247 46 and and CC work_5q5kihz46jaevgqzflwcshzajm 247 47 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 48 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 247 49 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 247 50 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 247 51 WUM WUM NNP work_5q5kihz46jaevgqzflwcshzajm 247 52 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 247 53 that that WDT work_5q5kihz46jaevgqzflwcshzajm 247 54 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 247 55 the the DT work_5q5kihz46jaevgqzflwcshzajm 247 56 discovering discovering NN work_5q5kihz46jaevgqzflwcshzajm 247 57 of of IN work_5q5kihz46jaevgqzflwcshzajm 247 58 meaningful meaningful JJ work_5q5kihz46jaevgqzflwcshzajm 247 59 pat- pat- NN work_5q5kihz46jaevgqzflwcshzajm 247 60 terns tern NNS work_5q5kihz46jaevgqzflwcshzajm 247 61 from from IN work_5q5kihz46jaevgqzflwcshzajm 247 62 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 247 63 generated generate VBN work_5q5kihz46jaevgqzflwcshzajm 247 64 by by IN work_5q5kihz46jaevgqzflwcshzajm 247 65 client client NN work_5q5kihz46jaevgqzflwcshzajm 247 66 – – : work_5q5kihz46jaevgqzflwcshzajm 247 67 server server NN work_5q5kihz46jaevgqzflwcshzajm 247 68 transactions transaction NNS work_5q5kihz46jaevgqzflwcshzajm 247 69 on on IN work_5q5kihz46jaevgqzflwcshzajm 247 70 one one CD work_5q5kihz46jaevgqzflwcshzajm 247 71 or or CC work_5q5kihz46jaevgqzflwcshzajm 247 72 more more JJR work_5q5kihz46jaevgqzflwcshzajm 247 73 web web NN work_5q5kihz46jaevgqzflwcshzajm 247 74 localities locality NNS work_5q5kihz46jaevgqzflwcshzajm 247 75 . . . work_5q5kihz46jaevgqzflwcshzajm 248 1 But but CC work_5q5kihz46jaevgqzflwcshzajm 248 2 there there EX work_5q5kihz46jaevgqzflwcshzajm 248 3 are be VBP work_5q5kihz46jaevgqzflwcshzajm 248 4 two two CD work_5q5kihz46jaevgqzflwcshzajm 248 5 types type NNS work_5q5kihz46jaevgqzflwcshzajm 248 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 248 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 248 8 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 248 9 categories category NNS work_5q5kihz46jaevgqzflwcshzajm 248 10 from from IN work_5q5kihz46jaevgqzflwcshzajm 248 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 248 12 used use VBN work_5q5kihz46jaevgqzflwcshzajm 248 13 system system NN work_5q5kihz46jaevgqzflwcshzajm 248 14 viewpoint viewpoint NN work_5q5kihz46jaevgqzflwcshzajm 248 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 248 16 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 248 17 & & CC work_5q5kihz46jaevgqzflwcshzajm 248 18 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 248 19 , , , work_5q5kihz46jaevgqzflwcshzajm 248 20 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 248 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 248 22 : : : work_5q5kihz46jaevgqzflwcshzajm 248 23 offline offline NNP work_5q5kihz46jaevgqzflwcshzajm 248 24 web web NN work_5q5kihz46jaevgqzflwcshzajm 248 25 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 248 26 , , , work_5q5kihz46jaevgqzflwcshzajm 248 27 that that WDT work_5q5kihz46jaevgqzflwcshzajm 248 28 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 248 29 used use VBN work_5q5kihz46jaevgqzflwcshzajm 248 30 to to TO work_5q5kihz46jaevgqzflwcshzajm 248 31 dis- dis- VB work_5q5kihz46jaevgqzflwcshzajm 248 32 cover cover VB work_5q5kihz46jaevgqzflwcshzajm 248 33 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 248 34 and and CC work_5q5kihz46jaevgqzflwcshzajm 248 35 other other JJ work_5q5kihz46jaevgqzflwcshzajm 248 36 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 248 37 information information NN work_5q5kihz46jaevgqzflwcshzajm 248 38 to to TO work_5q5kihz46jaevgqzflwcshzajm 248 39 help help VB work_5q5kihz46jaevgqzflwcshzajm 248 40 educa- educa- VB work_5q5kihz46jaevgqzflwcshzajm 248 41 tors tor NNS work_5q5kihz46jaevgqzflwcshzajm 248 42 to to TO work_5q5kihz46jaevgqzflwcshzajm 248 43 validate validate VB work_5q5kihz46jaevgqzflwcshzajm 248 44 the the DT work_5q5kihz46jaevgqzflwcshzajm 248 45 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 248 46 models model NNS work_5q5kihz46jaevgqzflwcshzajm 248 47 and and CC work_5q5kihz46jaevgqzflwcshzajm 248 48 restructure restructure NN work_5q5kihz46jaevgqzflwcshzajm 248 49 the the DT work_5q5kihz46jaevgqzflwcshzajm 248 50 web web NN work_5q5kihz46jaevgqzflwcshzajm 248 51 site site NN work_5q5kihz46jaevgqzflwcshzajm 248 52 ; ; , work_5q5kihz46jaevgqzflwcshzajm 248 53 and and CC work_5q5kihz46jaevgqzflwcshzajm 248 54 online online RB work_5q5kihz46jaevgqzflwcshzajm 248 55 or or CC work_5q5kihz46jaevgqzflwcshzajm 248 56 integrated integrate VBN work_5q5kihz46jaevgqzflwcshzajm 248 57 web web NN work_5q5kihz46jaevgqzflwcshzajm 248 58 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 248 59 in in IN work_5q5kihz46jaevgqzflwcshzajm 248 60 which which WDT work_5q5kihz46jaevgqzflwcshzajm 248 61 the the DT work_5q5kihz46jaevgqzflwcshzajm 248 62 pat- pat- NN work_5q5kihz46jaevgqzflwcshzajm 248 63 terns tern NNS work_5q5kihz46jaevgqzflwcshzajm 248 64 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 248 65 discovered discover VBN work_5q5kihz46jaevgqzflwcshzajm 248 66 are be VBP work_5q5kihz46jaevgqzflwcshzajm 248 67 fed feed VBN work_5q5kihz46jaevgqzflwcshzajm 248 68 into into IN work_5q5kihz46jaevgqzflwcshzajm 248 69 an an DT work_5q5kihz46jaevgqzflwcshzajm 248 70 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 248 71 software software NN work_5q5kihz46jaevgqzflwcshzajm 248 72 system system NN work_5q5kihz46jaevgqzflwcshzajm 248 73 or or CC work_5q5kihz46jaevgqzflwcshzajm 248 74 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 248 75 that that WDT work_5q5kihz46jaevgqzflwcshzajm 248 76 could could MD work_5q5kihz46jaevgqzflwcshzajm 248 77 assist assist VB work_5q5kihz46jaevgqzflwcshzajm 248 78 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 248 79 in in IN work_5q5kihz46jaevgqzflwcshzajm 248 80 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 248 81 online online JJ work_5q5kihz46jaevgqzflwcshzajm 248 82 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 248 83 endeavours endeavour NNS work_5q5kihz46jaevgqzflwcshzajm 248 84 . . . work_5q5kihz46jaevgqzflwcshzajm 249 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 249 2 mined mined JJ work_5q5kihz46jaevgqzflwcshzajm 249 3 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 249 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 249 5 used use VBN work_5q5kihz46jaevgqzflwcshzajm 249 6 on on IN work_5q5kihz46jaevgqzflwcshzajm 249 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 249 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 249 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 249 10 fly fly NN work_5q5kihz46jaevgqzflwcshzajm 249 11 by by IN work_5q5kihz46jaevgqzflwcshzajm 249 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 249 13 system system NN work_5q5kihz46jaevgqzflwcshzajm 249 14 to to TO work_5q5kihz46jaevgqzflwcshzajm 249 15 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 249 16 the the DT work_5q5kihz46jaevgqzflwcshzajm 249 17 application application NN work_5q5kihz46jaevgqzflwcshzajm 249 18 or or CC work_5q5kihz46jaevgqzflwcshzajm 249 19 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 249 20 functions function NNS work_5q5kihz46jaevgqzflwcshzajm 249 21 . . . work_5q5kihz46jaevgqzflwcshzajm 250 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 250 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 250 3 different different JJ work_5q5kihz46jaevgqzflwcshzajm 250 4 web web NN work_5q5kihz46jaevgqzflwcshzajm 250 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 250 6 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 250 7 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 250 8 to to IN work_5q5kihz46jaevgqzflwcshzajm 250 9 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 250 10 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 250 11 , , , work_5q5kihz46jaevgqzflwcshzajm 250 12 but but CC work_5q5kihz46jaevgqzflwcshzajm 250 13 almost almost RB work_5q5kihz46jaevgqzflwcshzajm 250 14 all all DT work_5q5kihz46jaevgqzflwcshzajm 250 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 250 16 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 250 17 can can MD work_5q5kihz46jaevgqzflwcshzajm 250 18 be be VB work_5q5kihz46jaevgqzflwcshzajm 250 19 grouped group VBN work_5q5kihz46jaevgqzflwcshzajm 250 20 in in IN work_5q5kihz46jaevgqzflwcshzajm 250 21 one one CD work_5q5kihz46jaevgqzflwcshzajm 250 22 of of IN work_5q5kihz46jaevgqzflwcshzajm 250 23 the the DT work_5q5kihz46jaevgqzflwcshzajm 250 24 three three CD work_5q5kihz46jaevgqzflwcshzajm 250 25 next next JJ work_5q5kihz46jaevgqzflwcshzajm 250 26 ones one NNS work_5q5kihz46jaevgqzflwcshzajm 250 27 : : : work_5q5kihz46jaevgqzflwcshzajm 250 28 clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 250 29 , , , work_5q5kihz46jaevgqzflwcshzajm 250 30 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 250 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 250 32 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 250 33 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 250 34 ; ; , work_5q5kihz46jaevgqzflwcshzajm 250 35 association association NNP work_5q5kihz46jaevgqzflwcshzajm 250 36 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 250 37 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 250 38 and and CC work_5q5kihz46jaevgqzflwcshzajm 250 39 sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 250 40 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 250 41 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 250 42 ; ; : work_5q5kihz46jaevgqzflwcshzajm 250 43 and and CC work_5q5kihz46jaevgqzflwcshzajm 250 44 text text NN work_5q5kihz46jaevgqzflwcshzajm 250 45 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 250 46 . . . work_5q5kihz46jaevgqzflwcshzajm 251 1 4.2.1 4.2.1 LS work_5q5kihz46jaevgqzflwcshzajm 251 2 . . . work_5q5kihz46jaevgqzflwcshzajm 252 1 Clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 252 2 , , , work_5q5kihz46jaevgqzflwcshzajm 252 3 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 252 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 252 5 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 252 6 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 252 7 Clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 252 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 252 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 252 10 process process NN work_5q5kihz46jaevgqzflwcshzajm 252 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 252 12 grouping group VBG work_5q5kihz46jaevgqzflwcshzajm 252 13 physical physical JJ work_5q5kihz46jaevgqzflwcshzajm 252 14 or or CC work_5q5kihz46jaevgqzflwcshzajm 252 15 abstract abstract JJ work_5q5kihz46jaevgqzflwcshzajm 252 16 objects object NNS work_5q5kihz46jaevgqzflwcshzajm 252 17 into into IN work_5q5kihz46jaevgqzflwcshzajm 252 18 classes class NNS work_5q5kihz46jaevgqzflwcshzajm 252 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 252 20 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 252 21 objects object NNS work_5q5kihz46jaevgqzflwcshzajm 252 22 . . . work_5q5kihz46jaevgqzflwcshzajm 253 1 Clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 253 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 253 3 clas- clas- JJ work_5q5kihz46jaevgqzflwcshzajm 253 4 sification sification NN work_5q5kihz46jaevgqzflwcshzajm 253 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 253 6 Klosgen Klosgen NNP work_5q5kihz46jaevgqzflwcshzajm 253 7 & & CC work_5q5kihz46jaevgqzflwcshzajm 253 8 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 253 9 , , , work_5q5kihz46jaevgqzflwcshzajm 253 10 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 253 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 253 12 are be VBP work_5q5kihz46jaevgqzflwcshzajm 253 13 both both DT work_5q5kihz46jaevgqzflwcshzajm 253 14 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 253 15 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 253 16 . . . work_5q5kihz46jaevgqzflwcshzajm 254 1 Clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 254 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 254 3 an an DT work_5q5kihz46jaevgqzflwcshzajm 254 4 unsupervised unsupervised JJ work_5q5kihz46jaevgqzflwcshzajm 254 5 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 254 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 254 7 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 254 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 254 9 a a DT work_5q5kihz46jaevgqzflwcshzajm 254 10 supervised supervised JJ work_5q5kihz46jaevgqzflwcshzajm 254 11 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 254 12 . . . work_5q5kihz46jaevgqzflwcshzajm 255 1 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 255 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 255 3 prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 255 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 255 5 also also RB work_5q5kihz46jaevgqzflwcshzajm 255 6 related relate VBN work_5q5kihz46jaevgqzflwcshzajm 255 7 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 255 8 . . . work_5q5kihz46jaevgqzflwcshzajm 256 1 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 256 2 predicts predict VBZ work_5q5kihz46jaevgqzflwcshzajm 256 3 class class NN work_5q5kihz46jaevgqzflwcshzajm 256 4 labels label NNS work_5q5kihz46jaevgqzflwcshzajm 256 5 , , , work_5q5kihz46jaevgqzflwcshzajm 256 6 whereas whereas IN work_5q5kihz46jaevgqzflwcshzajm 256 7 prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 256 8 predicts predict VBZ work_5q5kihz46jaevgqzflwcshzajm 256 9 continu- continu- NNP work_5q5kihz46jaevgqzflwcshzajm 256 10 ous ous JJ work_5q5kihz46jaevgqzflwcshzajm 256 11 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 256 12 valued value VBN work_5q5kihz46jaevgqzflwcshzajm 256 13 functions function NNS work_5q5kihz46jaevgqzflwcshzajm 256 14 . . . work_5q5kihz46jaevgqzflwcshzajm 257 1 On on IN work_5q5kihz46jaevgqzflwcshzajm 257 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 257 3 other other JJ work_5q5kihz46jaevgqzflwcshzajm 257 4 hand hand NN work_5q5kihz46jaevgqzflwcshzajm 257 5 , , , work_5q5kihz46jaevgqzflwcshzajm 257 6 an an DT work_5q5kihz46jaevgqzflwcshzajm 257 7 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 257 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 257 9 an an DT work_5q5kihz46jaevgqzflwcshzajm 257 10 observation observation NN work_5q5kihz46jaevgqzflwcshzajm 257 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 257 12 or or CC work_5q5kihz46jaevgqzflwcshzajm 257 13 measurement measurement NN work_5q5kihz46jaevgqzflwcshzajm 257 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 257 15 that that WDT work_5q5kihz46jaevgqzflwcshzajm 257 16 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 257 17 unusually unusually RB work_5q5kihz46jaevgqzflwcshzajm 257 18 large large JJ work_5q5kihz46jaevgqzflwcshzajm 257 19 or or CC work_5q5kihz46jaevgqzflwcshzajm 257 20 small small JJ work_5q5kihz46jaevgqzflwcshzajm 257 21 relative relative NN work_5q5kihz46jaevgqzflwcshzajm 257 22 to to IN work_5q5kihz46jaevgqzflwcshzajm 257 23 the the DT work_5q5kihz46jaevgqzflwcshzajm 257 24 other other JJ work_5q5kihz46jaevgqzflwcshzajm 257 25 values value NNS work_5q5kihz46jaevgqzflwcshzajm 257 26 in in IN work_5q5kihz46jaevgqzflwcshzajm 257 27 a a DT work_5q5kihz46jaevgqzflwcshzajm 257 28 dataset dataset NN work_5q5kihz46jaevgqzflwcshzajm 257 29 . . . work_5q5kihz46jaevgqzflwcshzajm 258 1 Outliers outlier NNS work_5q5kihz46jaevgqzflwcshzajm 258 2 typ- typ- NN work_5q5kihz46jaevgqzflwcshzajm 258 3 ically ically RB work_5q5kihz46jaevgqzflwcshzajm 258 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 258 5 attributable attributable JJ work_5q5kihz46jaevgqzflwcshzajm 258 6 to to IN work_5q5kihz46jaevgqzflwcshzajm 258 7 one one CD work_5q5kihz46jaevgqzflwcshzajm 258 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 258 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 258 10 following follow VBG work_5q5kihz46jaevgqzflwcshzajm 258 11 causes cause NNS work_5q5kihz46jaevgqzflwcshzajm 258 12 : : : work_5q5kihz46jaevgqzflwcshzajm 258 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 258 14 measurement measurement NN work_5q5kihz46jaevgqzflwcshzajm 258 15 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 258 16 observed observe VBN work_5q5kihz46jaevgqzflwcshzajm 258 17 , , , work_5q5kihz46jaevgqzflwcshzajm 258 18 recorded record VBN work_5q5kihz46jaevgqzflwcshzajm 258 19 , , , work_5q5kihz46jaevgqzflwcshzajm 258 20 or or CC work_5q5kihz46jaevgqzflwcshzajm 258 21 entered enter VBN work_5q5kihz46jaevgqzflwcshzajm 258 22 into into IN work_5q5kihz46jaevgqzflwcshzajm 258 23 the the DT work_5q5kihz46jaevgqzflwcshzajm 258 24 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 258 25 incorrectly incorrectly RB work_5q5kihz46jaevgqzflwcshzajm 258 26 ; ; : work_5q5kihz46jaevgqzflwcshzajm 258 27 the the DT work_5q5kihz46jaevgqzflwcshzajm 258 28 measurements measurement NNS work_5q5kihz46jaevgqzflwcshzajm 258 29 come come VBP work_5q5kihz46jaevgqzflwcshzajm 258 30 from from IN work_5q5kihz46jaevgqzflwcshzajm 258 31 a a DT work_5q5kihz46jaevgqzflwcshzajm 258 32 dif- dif- RB work_5q5kihz46jaevgqzflwcshzajm 258 33 ferent ferent JJ work_5q5kihz46jaevgqzflwcshzajm 258 34 population population NN work_5q5kihz46jaevgqzflwcshzajm 258 35 ; ; : work_5q5kihz46jaevgqzflwcshzajm 258 36 the the DT work_5q5kihz46jaevgqzflwcshzajm 258 37 measurement measurement NN work_5q5kihz46jaevgqzflwcshzajm 258 38 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 258 39 correct correct JJ work_5q5kihz46jaevgqzflwcshzajm 258 40 , , , work_5q5kihz46jaevgqzflwcshzajm 258 41 but but CC work_5q5kihz46jaevgqzflwcshzajm 258 42 repre- repre- NN work_5q5kihz46jaevgqzflwcshzajm 258 43 sents sent NNS work_5q5kihz46jaevgqzflwcshzajm 258 44 a a DT work_5q5kihz46jaevgqzflwcshzajm 258 45 rare rare JJ work_5q5kihz46jaevgqzflwcshzajm 258 46 event event NN work_5q5kihz46jaevgqzflwcshzajm 258 47 . . . work_5q5kihz46jaevgqzflwcshzajm 259 1 Table table NN work_5q5kihz46jaevgqzflwcshzajm 259 2 2 2 CD work_5q5kihz46jaevgqzflwcshzajm 259 3 Works work NNS work_5q5kihz46jaevgqzflwcshzajm 259 4 about about IN work_5q5kihz46jaevgqzflwcshzajm 259 5 applying apply VBG work_5q5kihz46jaevgqzflwcshzajm 259 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 259 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 259 8 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 259 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 259 10 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 259 11 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 259 12 Authors Authors NNPS work_5q5kihz46jaevgqzflwcshzajm 259 13 Mining Mining NNP work_5q5kihz46jaevgqzflwcshzajm 259 14 task task NN work_5q5kihz46jaevgqzflwcshzajm 259 15 Educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 259 16 system system NN work_5q5kihz46jaevgqzflwcshzajm 259 17 Sanjeev Sanjeev NNP work_5q5kihz46jaevgqzflwcshzajm 259 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 259 19 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 259 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 259 21 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 259 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 259 23 Sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 259 24 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 259 25 Traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 259 26 education education NN work_5q5kihz46jaevgqzflwcshzajm 259 27 Za€ıane za€ıane CD work_5q5kihz46jaevgqzflwcshzajm 259 28 et et FW work_5q5kihz46jaevgqzflwcshzajm 259 29 al al NNP work_5q5kihz46jaevgqzflwcshzajm 259 30 . . . work_5q5kihz46jaevgqzflwcshzajm 260 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 260 2 1998 1998 CD work_5q5kihz46jaevgqzflwcshzajm 260 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 260 4 Statistic statistic NN work_5q5kihz46jaevgqzflwcshzajm 260 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 260 6 sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 260 7 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 260 8 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 260 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 260 10 Beck Beck NNP work_5q5kihz46jaevgqzflwcshzajm 260 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 260 12 Woolf Woolf NNP work_5q5kihz46jaevgqzflwcshzajm 260 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 260 14 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 260 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 260 16 Prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 260 17 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 260 18 system system NN work_5q5kihz46jaevgqzflwcshzajm 260 19 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 260 20 et et NNP work_5q5kihz46jaevgqzflwcshzajm 260 21 al al NNP work_5q5kihz46jaevgqzflwcshzajm 260 22 . . . work_5q5kihz46jaevgqzflwcshzajm 261 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 261 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 261 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 261 4 Association association NN work_5q5kihz46jaevgqzflwcshzajm 261 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 261 6 classification classification NN work_5q5kihz46jaevgqzflwcshzajm 261 7 Traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 261 8 education education NN work_5q5kihz46jaevgqzflwcshzajm 261 9 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 261 10 et et NNP work_5q5kihz46jaevgqzflwcshzajm 261 11 al al NNP work_5q5kihz46jaevgqzflwcshzajm 261 12 . . . work_5q5kihz46jaevgqzflwcshzajm 262 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 262 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 262 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 262 4 Classification Classification NNP work_5q5kihz46jaevgqzflwcshzajm 262 5 Web web NN work_5q5kihz46jaevgqzflwcshzajm 262 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 262 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 262 8 course course NN work_5q5kihz46jaevgqzflwcshzajm 262 9 Ha Ha NNP work_5q5kihz46jaevgqzflwcshzajm 262 10 et et FW work_5q5kihz46jaevgqzflwcshzajm 262 11 al al NNP work_5q5kihz46jaevgqzflwcshzajm 262 12 . . . work_5q5kihz46jaevgqzflwcshzajm 263 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 263 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 263 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 263 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 263 5 Web web NN work_5q5kihz46jaevgqzflwcshzajm 263 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 263 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 263 8 course course NN work_5q5kihz46jaevgqzflwcshzajm 263 9 Ma Ma NNP work_5q5kihz46jaevgqzflwcshzajm 263 10 et et FW work_5q5kihz46jaevgqzflwcshzajm 263 11 al al NNP work_5q5kihz46jaevgqzflwcshzajm 263 12 . . . work_5q5kihz46jaevgqzflwcshzajm 264 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 264 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 264 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 264 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 264 5 Traditional Traditional NNP work_5q5kihz46jaevgqzflwcshzajm 264 6 education education NN work_5q5kihz46jaevgqzflwcshzajm 264 7 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 264 8 et et NNP work_5q5kihz46jaevgqzflwcshzajm 264 9 al al NNP work_5q5kihz46jaevgqzflwcshzajm 264 10 . . . work_5q5kihz46jaevgqzflwcshzajm 265 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 265 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 265 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 265 4 Text text NN work_5q5kihz46jaevgqzflwcshzajm 265 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 265 6 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 265 7 system system NN work_5q5kihz46jaevgqzflwcshzajm 265 8 Yu Yu NNP work_5q5kihz46jaevgqzflwcshzajm 265 9 et et FW work_5q5kihz46jaevgqzflwcshzajm 265 10 al al NNP work_5q5kihz46jaevgqzflwcshzajm 265 11 . . . work_5q5kihz46jaevgqzflwcshzajm 266 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 266 2 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 266 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 266 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 266 5 Web web NN work_5q5kihz46jaevgqzflwcshzajm 266 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 266 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 266 8 course course NN work_5q5kihz46jaevgqzflwcshzajm 266 9 Za€ıane Za€ıane NNP work_5q5kihz46jaevgqzflwcshzajm 266 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 266 11 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 266 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 266 13 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 266 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 266 15 Sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 266 16 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 266 17 LCM lcm NN work_5q5kihz46jaevgqzflwcshzajm 266 18 system system NN work_5q5kihz46jaevgqzflwcshzajm 266 19 Luan Luan NNP work_5q5kihz46jaevgqzflwcshzajm 266 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 266 21 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 266 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 266 23 Clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 266 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 266 25 prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 266 26 Traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 266 27 education education NN work_5q5kihz46jaevgqzflwcshzajm 266 28 Pahl Pahl NNS work_5q5kihz46jaevgqzflwcshzajm 266 29 and and CC work_5q5kihz46jaevgqzflwcshzajm 266 30 Donnellan Donnellan NNP work_5q5kihz46jaevgqzflwcshzajm 266 31 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 266 32 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 266 33 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 266 34 Sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 266 35 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 266 36 and and CC work_5q5kihz46jaevgqzflwcshzajm 266 37 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 266 38 LCM lcm NN work_5q5kihz46jaevgqzflwcshzajm 266 39 system system NN work_5q5kihz46jaevgqzflwcshzajm 266 40 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 266 41 et et NNP work_5q5kihz46jaevgqzflwcshzajm 266 42 al al NNP work_5q5kihz46jaevgqzflwcshzajm 266 43 . . . work_5q5kihz46jaevgqzflwcshzajm 267 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 267 2 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 267 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 267 4 Visualization Visualization NNP work_5q5kihz46jaevgqzflwcshzajm 267 5 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 267 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 267 7 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 267 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 267 9 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 267 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 267 11 Association association NN work_5q5kihz46jaevgqzflwcshzajm 267 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 267 13 sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 267 14 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 267 15 Web web NN work_5q5kihz46jaevgqzflwcshzajm 267 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 267 17 based base VBN work_5q5kihz46jaevgqzflwcshzajm 267 18 course course NN work_5q5kihz46jaevgqzflwcshzajm 267 19 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 267 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 267 21 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 267 22 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 267 23 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 267 24 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 267 25 Statistic Statistic NNP work_5q5kihz46jaevgqzflwcshzajm 267 26 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 267 27 system system NN work_5q5kihz46jaevgqzflwcshzajm 267 28 Minaei Minaei NNP work_5q5kihz46jaevgqzflwcshzajm 267 29 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 267 30 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 267 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 267 32 Punch Punch NNP work_5q5kihz46jaevgqzflwcshzajm 267 33 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 267 34 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 267 35 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 267 36 Classification Classification NNP work_5q5kihz46jaevgqzflwcshzajm 267 37 Web web NN work_5q5kihz46jaevgqzflwcshzajm 267 38 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 267 39 based base VBN work_5q5kihz46jaevgqzflwcshzajm 267 40 course course NN work_5q5kihz46jaevgqzflwcshzajm 267 41 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 267 42 et et NNP work_5q5kihz46jaevgqzflwcshzajm 267 43 al al NNP work_5q5kihz46jaevgqzflwcshzajm 267 44 . . . work_5q5kihz46jaevgqzflwcshzajm 268 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 268 2 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 268 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 268 4 Sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 268 5 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 268 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 268 7 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 268 8 Web web NN work_5q5kihz46jaevgqzflwcshzajm 268 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 268 10 based base VBN work_5q5kihz46jaevgqzflwcshzajm 268 11 course course NN work_5q5kihz46jaevgqzflwcshzajm 268 12 Zarzo Zarzo NNP work_5q5kihz46jaevgqzflwcshzajm 268 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 268 14 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 268 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 268 16 Statistic Statistic NNP work_5q5kihz46jaevgqzflwcshzajm 268 17 Web web NN work_5q5kihz46jaevgqzflwcshzajm 268 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 268 19 based base VBN work_5q5kihz46jaevgqzflwcshzajm 268 20 course course NN work_5q5kihz46jaevgqzflwcshzajm 268 21 Arroyo Arroyo NNP work_5q5kihz46jaevgqzflwcshzajm 268 22 et et NNP work_5q5kihz46jaevgqzflwcshzajm 268 23 al al NNP work_5q5kihz46jaevgqzflwcshzajm 268 24 . . . work_5q5kihz46jaevgqzflwcshzajm 269 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 269 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 269 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 269 4 Prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 269 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 269 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 269 7 Baker Baker NNP work_5q5kihz46jaevgqzflwcshzajm 269 8 et et NNP work_5q5kihz46jaevgqzflwcshzajm 269 9 al al NNP work_5q5kihz46jaevgqzflwcshzajm 269 10 . . . work_5q5kihz46jaevgqzflwcshzajm 270 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 270 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 270 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 270 4 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 270 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 270 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 270 7 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 270 8 et et FW work_5q5kihz46jaevgqzflwcshzajm 270 9 al al NNP work_5q5kihz46jaevgqzflwcshzajm 270 10 . . . work_5q5kihz46jaevgqzflwcshzajm 271 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 271 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 271 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 271 4 Text Text NNP work_5q5kihz46jaevgqzflwcshzajm 271 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 271 6 Web web NN work_5q5kihz46jaevgqzflwcshzajm 271 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 271 8 based base VBN work_5q5kihz46jaevgqzflwcshzajm 271 9 course course NN work_5q5kihz46jaevgqzflwcshzajm 271 10 Freyberger Freyberger NNP work_5q5kihz46jaevgqzflwcshzajm 271 11 et et FW work_5q5kihz46jaevgqzflwcshzajm 271 12 al al NNP work_5q5kihz46jaevgqzflwcshzajm 271 13 . . . work_5q5kihz46jaevgqzflwcshzajm 272 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 272 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 272 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 272 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 272 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 272 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 272 7 Hamalainen Hamalainen NNP work_5q5kihz46jaevgqzflwcshzajm 272 8 et et NNP work_5q5kihz46jaevgqzflwcshzajm 272 9 al al NNP work_5q5kihz46jaevgqzflwcshzajm 272 10 . . . work_5q5kihz46jaevgqzflwcshzajm 273 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 273 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 273 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 273 4 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 273 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 273 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 273 7 Heiner Heiner NNP work_5q5kihz46jaevgqzflwcshzajm 273 8 et et FW work_5q5kihz46jaevgqzflwcshzajm 273 9 al al NNP work_5q5kihz46jaevgqzflwcshzajm 273 10 . . . work_5q5kihz46jaevgqzflwcshzajm 274 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 274 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 274 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 274 4 Statistic Statistic NNP work_5q5kihz46jaevgqzflwcshzajm 274 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 274 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 274 7 Lu Lu NNP work_5q5kihz46jaevgqzflwcshzajm 274 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 274 9 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 274 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 274 11 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 274 12 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 274 13 system system NN work_5q5kihz46jaevgqzflwcshzajm 274 14 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 274 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 274 16 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 274 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 274 18 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 274 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 274 20 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 274 21 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 274 22 system system NN work_5q5kihz46jaevgqzflwcshzajm 274 23 Minaei Minaei NNP work_5q5kihz46jaevgqzflwcshzajm 274 24 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 274 25 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 274 26 et et FW work_5q5kihz46jaevgqzflwcshzajm 274 27 al al NNP work_5q5kihz46jaevgqzflwcshzajm 274 28 . . . work_5q5kihz46jaevgqzflwcshzajm 275 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 275 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 275 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 275 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 275 5 Web web NN work_5q5kihz46jaevgqzflwcshzajm 275 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 275 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 275 8 course course NN work_5q5kihz46jaevgqzflwcshzajm 275 9 Mor Mor NNP work_5q5kihz46jaevgqzflwcshzajm 275 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 275 11 Minguillon Minguillon NNP work_5q5kihz46jaevgqzflwcshzajm 275 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 275 13 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 275 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 275 15 Clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 275 16 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 275 17 system system NN work_5q5kihz46jaevgqzflwcshzajm 275 18 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 275 19 et et NNP work_5q5kihz46jaevgqzflwcshzajm 275 20 al al NNP work_5q5kihz46jaevgqzflwcshzajm 275 21 . . . work_5q5kihz46jaevgqzflwcshzajm 276 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 276 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 276 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 276 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 276 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 276 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 276 7 Talavera Talavera NNP work_5q5kihz46jaevgqzflwcshzajm 276 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 276 9 Gaudioso Gaudioso NNP work_5q5kihz46jaevgqzflwcshzajm 276 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 276 11 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 276 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 276 13 Clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 276 14 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 276 15 system system NN work_5q5kihz46jaevgqzflwcshzajm 276 16 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 276 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 276 18 2004b 2004b CD work_5q5kihz46jaevgqzflwcshzajm 276 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 276 20 Outlier outli JJR work_5q5kihz46jaevgqzflwcshzajm 276 21 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 276 22 Web web NN work_5q5kihz46jaevgqzflwcshzajm 276 23 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 276 24 based base VBN work_5q5kihz46jaevgqzflwcshzajm 276 25 course course NN work_5q5kihz46jaevgqzflwcshzajm 276 26 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 276 27 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 276 28 2004a 2004a CD work_5q5kihz46jaevgqzflwcshzajm 276 29 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 276 30 Text text NN work_5q5kihz46jaevgqzflwcshzajm 276 31 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 276 32 Web web NN work_5q5kihz46jaevgqzflwcshzajm 276 33 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 276 34 based base VBN work_5q5kihz46jaevgqzflwcshzajm 276 35 course course NN work_5q5kihz46jaevgqzflwcshzajm 276 36 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 276 37 et et NNP work_5q5kihz46jaevgqzflwcshzajm 276 38 al al NNP work_5q5kihz46jaevgqzflwcshzajm 276 39 . . . work_5q5kihz46jaevgqzflwcshzajm 277 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 277 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 277 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 277 4 Sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 277 5 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 277 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 277 7 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 277 8 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 277 9 system system NN work_5q5kihz46jaevgqzflwcshzajm 277 10 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 277 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 277 12 Za€ıane Za€ıane NNP work_5q5kihz46jaevgqzflwcshzajm 277 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 277 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 277 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 277 16 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 277 17 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 277 18 system system NN work_5q5kihz46jaevgqzflwcshzajm 277 19 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 277 20 et et NNP work_5q5kihz46jaevgqzflwcshzajm 277 21 al al NNP work_5q5kihz46jaevgqzflwcshzajm 277 22 . . . work_5q5kihz46jaevgqzflwcshzajm 278 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 278 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 278 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 278 4 Statistic Statistic NNP work_5q5kihz46jaevgqzflwcshzajm 278 5 Web web NN work_5q5kihz46jaevgqzflwcshzajm 278 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 278 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 278 8 course course NN work_5q5kihz46jaevgqzflwcshzajm 278 9 Castro Castro NNP work_5q5kihz46jaevgqzflwcshzajm 278 10 et et NNP work_5q5kihz46jaevgqzflwcshzajm 278 11 al al NNP work_5q5kihz46jaevgqzflwcshzajm 278 12 . . . work_5q5kihz46jaevgqzflwcshzajm 279 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 279 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 279 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 279 4 Outlier outli JJR work_5q5kihz46jaevgqzflwcshzajm 279 5 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 279 6 LCM lcm NN work_5q5kihz46jaevgqzflwcshzajm 279 7 system system NN work_5q5kihz46jaevgqzflwcshzajm 279 8 Dringus Dringus NNP work_5q5kihz46jaevgqzflwcshzajm 279 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 279 10 Ellis Ellis NNP work_5q5kihz46jaevgqzflwcshzajm 279 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 279 12 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 279 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 279 14 Text text NN work_5q5kihz46jaevgqzflwcshzajm 279 15 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 279 16 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 279 17 system system NN work_5q5kihz46jaevgqzflwcshzajm 279 18 Feng Feng NNP work_5q5kihz46jaevgqzflwcshzajm 279 19 et et FW work_5q5kihz46jaevgqzflwcshzajm 279 20 al al NNP work_5q5kihz46jaevgqzflwcshzajm 279 21 . . . work_5q5kihz46jaevgqzflwcshzajm 280 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 280 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 280 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 280 4 Prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 280 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 280 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 280 7 Hammouda Hammouda NNP work_5q5kihz46jaevgqzflwcshzajm 280 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 280 9 Kamel Kamel NNP work_5q5kihz46jaevgqzflwcshzajm 280 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 280 11 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 280 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 280 13 Text Text NNP work_5q5kihz46jaevgqzflwcshzajm 280 14 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 280 15 Web web NN work_5q5kihz46jaevgqzflwcshzajm 280 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 280 17 based base VBN work_5q5kihz46jaevgqzflwcshzajm 280 18 course course NN work_5q5kihz46jaevgqzflwcshzajm 280 19 Markellou Markellou NNP work_5q5kihz46jaevgqzflwcshzajm 280 20 et et NNP work_5q5kihz46jaevgqzflwcshzajm 280 21 al al NNP work_5q5kihz46jaevgqzflwcshzajm 280 22 . . . work_5q5kihz46jaevgqzflwcshzajm 281 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 281 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 281 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 281 4 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 281 5 Web web NN work_5q5kihz46jaevgqzflwcshzajm 281 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 281 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 281 8 course course NN work_5q5kihz46jaevgqzflwcshzajm 281 9 Mazza Mazza NNP work_5q5kihz46jaevgqzflwcshzajm 281 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 281 11 Milani Milani NNP work_5q5kihz46jaevgqzflwcshzajm 281 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 281 13 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 281 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 281 15 Visualization Visualization NNP work_5q5kihz46jaevgqzflwcshzajm 281 16 LCM LCM NNP work_5q5kihz46jaevgqzflwcshzajm 281 17 system system NN work_5q5kihz46jaevgqzflwcshzajm 281 18 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 281 19 et et NNP work_5q5kihz46jaevgqzflwcshzajm 281 20 al al NNP work_5q5kihz46jaevgqzflwcshzajm 281 21 . . . work_5q5kihz46jaevgqzflwcshzajm 282 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 282 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 282 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 282 4 Visualization Visualization NNP work_5q5kihz46jaevgqzflwcshzajm 282 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 282 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 282 7 Muehlenbrock muehlenbrock NN work_5q5kihz46jaevgqzflwcshzajm 282 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 282 9 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 282 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 282 11 Outlier outli JJR work_5q5kihz46jaevgqzflwcshzajm 282 12 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 282 13 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 282 14 system system NN work_5q5kihz46jaevgqzflwcshzajm 282 15 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 282 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 282 17 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 282 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 282 19 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 282 20 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 282 21 Statistic Statistic NNP work_5q5kihz46jaevgqzflwcshzajm 282 22 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 282 23 system system NN work_5q5kihz46jaevgqzflwcshzajm 282 24 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 282 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 282 26 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 282 27 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 282 28 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 282 29 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 282 30 Clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 282 31 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 282 32 system system NN work_5q5kihz46jaevgqzflwcshzajm 282 33 Zorrilla Zorrilla NNP work_5q5kihz46jaevgqzflwcshzajm 282 34 et et FW work_5q5kihz46jaevgqzflwcshzajm 282 35 al al NNP work_5q5kihz46jaevgqzflwcshzajm 282 36 . . . work_5q5kihz46jaevgqzflwcshzajm 283 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 283 2 2005 2005 LS work_5q5kihz46jaevgqzflwcshzajm 283 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 283 4 Statistic Statistic NNP work_5q5kihz46jaevgqzflwcshzajm 283 5 LCM lcm NN work_5q5kihz46jaevgqzflwcshzajm 283 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 283 7 Damez Damez NNP work_5q5kihz46jaevgqzflwcshzajm 283 8 et et NNP work_5q5kihz46jaevgqzflwcshzajm 283 9 al al NNP work_5q5kihz46jaevgqzflwcshzajm 283 10 . . . work_5q5kihz46jaevgqzflwcshzajm 284 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 284 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 284 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 284 4 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 284 5 AIWBE AIWBE NNP work_5q5kihz46jaevgqzflwcshzajm 284 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 284 7 Bari Bari NNP work_5q5kihz46jaevgqzflwcshzajm 284 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 284 9 Benzater Benzater NNP work_5q5kihz46jaevgqzflwcshzajm 284 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 284 11 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 284 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 284 13 Text text NN work_5q5kihz46jaevgqzflwcshzajm 284 14 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 284 15 LCM lcm NN work_5q5kihz46jaevgqzflwcshzajm 284 16 system system NN work_5q5kihz46jaevgqzflwcshzajm 284 17 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 284 18 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 284 19 , , , work_5q5kihz46jaevgqzflwcshzajm 284 20 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 284 21 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 284 22 / / SYM work_5q5kihz46jaevgqzflwcshzajm 284 23 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 284 24 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 284 25 with with IN work_5q5kihz46jaevgqzflwcshzajm 284 26 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 284 27 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 284 28 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 284 29 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 284 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 284 31 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 284 32 141 141 CD work_5q5kihz46jaevgqzflwcshzajm 284 33 A a NN work_5q5kihz46jaevgqzflwcshzajm 284 34 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 284 35 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 284 36 r r NN work_5q5kihz46jaevgqzflwcshzajm 284 37 's 's POS work_5q5kihz46jaevgqzflwcshzajm 284 38 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 284 39 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 284 40 on on IN work_5q5kihz46jaevgqzflwcshzajm 284 41 al al NNP work_5q5kihz46jaevgqzflwcshzajm 284 42 co co NNP work_5q5kihz46jaevgqzflwcshzajm 284 43 py py NNP work_5q5kihz46jaevgqzflwcshzajm 284 44 All all PDT work_5q5kihz46jaevgqzflwcshzajm 284 45 these these DT work_5q5kihz46jaevgqzflwcshzajm 284 46 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 284 47 have have VBP work_5q5kihz46jaevgqzflwcshzajm 284 48 been be VBN work_5q5kihz46jaevgqzflwcshzajm 284 49 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 284 50 to to IN work_5q5kihz46jaevgqzflwcshzajm 284 51 web web NN work_5q5kihz46jaevgqzflwcshzajm 284 52 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 284 53 based base VBN work_5q5kihz46jaevgqzflwcshzajm 284 54 edu- edu- NN work_5q5kihz46jaevgqzflwcshzajm 284 55 cational cational JJ work_5q5kihz46jaevgqzflwcshzajm 284 56 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 284 57 . . . work_5q5kihz46jaevgqzflwcshzajm 285 1 Clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 285 2 can can MD work_5q5kihz46jaevgqzflwcshzajm 285 3 group group VB work_5q5kihz46jaevgqzflwcshzajm 285 4 together together RB work_5q5kihz46jaevgqzflwcshzajm 285 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 285 6 set set NN work_5q5kihz46jaevgqzflwcshzajm 285 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 285 8 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 285 9 with with IN work_5q5kihz46jaevgqzflwcshzajm 285 10 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 285 11 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 285 12 , , , work_5q5kihz46jaevgqzflwcshzajm 285 13 users user NNS work_5q5kihz46jaevgqzflwcshzajm 285 14 with with IN work_5q5kihz46jaevgqzflwcshzajm 285 15 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 285 16 navigation navigation NN work_5q5kihz46jaevgqzflwcshzajm 285 17 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 285 18 or or CC work_5q5kihz46jaevgqzflwcshzajm 285 19 navigation navigation NN work_5q5kihz46jaevgqzflwcshzajm 285 20 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 285 21 . . . work_5q5kihz46jaevgqzflwcshzajm 286 1 Classification classification NN work_5q5kihz46jaevgqzflwcshzajm 286 2 allows allow VBZ work_5q5kihz46jaevgqzflwcshzajm 286 3 char- char- XX work_5q5kihz46jaevgqzflwcshzajm 286 4 acterizing acterize VBG work_5q5kihz46jaevgqzflwcshzajm 286 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 286 6 properties property NNS work_5q5kihz46jaevgqzflwcshzajm 286 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 286 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 286 9 group group NN work_5q5kihz46jaevgqzflwcshzajm 286 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 286 11 user user NN work_5q5kihz46jaevgqzflwcshzajm 286 12 profiles profile NNS work_5q5kihz46jaevgqzflwcshzajm 286 13 , , , work_5q5kihz46jaevgqzflwcshzajm 286 14 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 286 15 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 286 16 or or CC work_5q5kihz46jaevgqzflwcshzajm 286 17 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 286 18 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 286 19 . . . work_5q5kihz46jaevgqzflwcshzajm 287 1 And and CC work_5q5kihz46jaevgqzflwcshzajm 287 2 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 287 3 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 287 4 can can MD work_5q5kihz46jaevgqzflwcshzajm 287 5 detect detect VB work_5q5kihz46jaevgqzflwcshzajm 287 6 students student NNS work_5q5kihz46jaevgqzflwcshzajm 287 7 with with IN work_5q5kihz46jaevgqzflwcshzajm 287 8 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 287 9 problems problem NNS work_5q5kihz46jaevgqzflwcshzajm 287 10 . . . work_5q5kihz46jaevgqzflwcshzajm 288 1 Next next RB work_5q5kihz46jaevgqzflwcshzajm 288 2 , , , work_5q5kihz46jaevgqzflwcshzajm 288 3 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 288 4 describe describe VBP work_5q5kihz46jaevgqzflwcshzajm 288 5 some some DT work_5q5kihz46jaevgqzflwcshzajm 288 6 works work NNS work_5q5kihz46jaevgqzflwcshzajm 288 7 about about IN work_5q5kihz46jaevgqzflwcshzajm 288 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 288 9 application application NN work_5q5kihz46jaevgqzflwcshzajm 288 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 288 11 these these DT work_5q5kihz46jaevgqzflwcshzajm 288 12 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 288 13 in in IN work_5q5kihz46jaevgqzflwcshzajm 288 14 different different JJ work_5q5kihz46jaevgqzflwcshzajm 288 15 types type NNS work_5q5kihz46jaevgqzflwcshzajm 288 16 of of IN work_5q5kihz46jaevgqzflwcshzajm 288 17 web web NN work_5q5kihz46jaevgqzflwcshzajm 288 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 288 19 based base VBN work_5q5kihz46jaevgqzflwcshzajm 288 20 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 288 21 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 288 22 : : : work_5q5kihz46jaevgqzflwcshzajm 288 23 • • NNP work_5q5kihz46jaevgqzflwcshzajm 288 24 Particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 288 25 web web NN work_5q5kihz46jaevgqzflwcshzajm 288 26 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 288 27 based base VBN work_5q5kihz46jaevgqzflwcshzajm 288 28 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 288 29 . . . work_5q5kihz46jaevgqzflwcshzajm 289 1 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 289 2 , , , work_5q5kihz46jaevgqzflwcshzajm 289 3 Liu Liu NNP work_5q5kihz46jaevgqzflwcshzajm 289 4 , , , work_5q5kihz46jaevgqzflwcshzajm 289 5 Ou Ou NNP work_5q5kihz46jaevgqzflwcshzajm 289 6 , , , work_5q5kihz46jaevgqzflwcshzajm 289 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 289 8 Liu Liu NNP work_5q5kihz46jaevgqzflwcshzajm 289 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 289 10 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 289 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 289 12 apply apply VB work_5q5kihz46jaevgqzflwcshzajm 289 13 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 289 14 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 289 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 289 16 C5.0 C5.0 NNP work_5q5kihz46jaevgqzflwcshzajm 289 17 algorithm algorithm NNP work_5q5kihz46jaevgqzflwcshzajm 289 18 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 289 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 289 20 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 289 21 cube cube NN work_5q5kihz46jaevgqzflwcshzajm 289 22 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 289 23 from from IN work_5q5kihz46jaevgqzflwcshzajm 289 24 web web NN work_5q5kihz46jaevgqzflwcshzajm 289 25 log log NN work_5q5kihz46jaevgqzflwcshzajm 289 26 portfolios portfolio NNS work_5q5kihz46jaevgqzflwcshzajm 289 27 for for IN work_5q5kihz46jaevgqzflwcshzajm 289 28 managing manage VBG work_5q5kihz46jaevgqzflwcshzajm 289 29 classroom classroom NN work_5q5kihz46jaevgqzflwcshzajm 289 30 processes process NNS work_5q5kihz46jaevgqzflwcshzajm 289 31 . . . work_5q5kihz46jaevgqzflwcshzajm 290 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 290 2 induction induction NN work_5q5kihz46jaevgqzflwcshzajm 290 3 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 290 4 discovers discover VBZ work_5q5kihz46jaevgqzflwcshzajm 290 5 potential potential JJ work_5q5kihz46jaevgqzflwcshzajm 290 6 student student NN work_5q5kihz46jaevgqzflwcshzajm 290 7 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 290 8 that that WDT work_5q5kihz46jaevgqzflwcshzajm 290 9 have have VBP work_5q5kihz46jaevgqzflwcshzajm 290 10 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 290 11 characteristics characteristic NNS work_5q5kihz46jaevgqzflwcshzajm 290 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 290 13 reaction reaction NN work_5q5kihz46jaevgqzflwcshzajm 290 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 290 15 a a DT work_5q5kihz46jaevgqzflwcshzajm 290 16 particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 290 17 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 290 18 strategy strategy NN work_5q5kihz46jaevgqzflwcshzajm 290 19 . . . work_5q5kihz46jaevgqzflwcshzajm 291 1 Min- Min- NNP work_5q5kihz46jaevgqzflwcshzajm 291 2 aei aei NNP work_5q5kihz46jaevgqzflwcshzajm 291 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 291 4 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 291 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 291 6 Punch Punch NNP work_5q5kihz46jaevgqzflwcshzajm 291 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 291 8 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 291 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 291 10 classify classify VB work_5q5kihz46jaevgqzflwcshzajm 291 11 students student NNS work_5q5kihz46jaevgqzflwcshzajm 291 12 based base VBN work_5q5kihz46jaevgqzflwcshzajm 291 13 on on IN work_5q5kihz46jaevgqzflwcshzajm 291 14 features feature NNS work_5q5kihz46jaevgqzflwcshzajm 291 15 extracted extract VBN work_5q5kihz46jaevgqzflwcshzajm 291 16 from from IN work_5q5kihz46jaevgqzflwcshzajm 291 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 291 18 logged log VBN work_5q5kihz46jaevgqzflwcshzajm 291 19 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 291 20 in in IN work_5q5kihz46jaevgqzflwcshzajm 291 21 order order NN work_5q5kihz46jaevgqzflwcshzajm 291 22 to to TO work_5q5kihz46jaevgqzflwcshzajm 291 23 predict predict VB work_5q5kihz46jaevgqzflwcshzajm 291 24 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 291 25 final final JJ work_5q5kihz46jaevgqzflwcshzajm 291 26 grades grade NNS work_5q5kihz46jaevgqzflwcshzajm 291 27 . . . work_5q5kihz46jaevgqzflwcshzajm 292 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 292 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 292 3 genetic genetic JJ work_5q5kihz46jaevgqzflwcshzajm 292 4 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 292 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 292 6 optimize optimize VB work_5q5kihz46jaevgqzflwcshzajm 292 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 292 8 combination combination NN work_5q5kihz46jaevgqzflwcshzajm 292 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 292 10 multiple multiple JJ work_5q5kihz46jaevgqzflwcshzajm 292 11 classifiers classifier NNS work_5q5kihz46jaevgqzflwcshzajm 292 12 by by IN work_5q5kihz46jaevgqzflwcshzajm 292 13 weighing weigh VBG work_5q5kihz46jaevgqzflwcshzajm 292 14 feature feature NN work_5q5kihz46jaevgqzflwcshzajm 292 15 vectors vector NNS work_5q5kihz46jaevgqzflwcshzajm 292 16 . . . work_5q5kihz46jaevgqzflwcshzajm 293 1 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 293 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 293 3 2004b 2004b CD work_5q5kihz46jaevgqzflwcshzajm 293 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 293 5 proposes propose VBZ work_5q5kihz46jaevgqzflwcshzajm 293 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 293 7 method method NN work_5q5kihz46jaevgqzflwcshzajm 293 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 293 9 online online JJ work_5q5kihz46jaevgqzflwcshzajm 293 10 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 293 11 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 293 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 293 13 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 293 14 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 293 15 irregular irregular JJ work_5q5kihz46jaevgqzflwcshzajm 293 16 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 293 17 processes process NNS work_5q5kihz46jaevgqzflwcshzajm 293 18 by by IN work_5q5kihz46jaevgqzflwcshzajm 293 19 using use VBG work_5q5kihz46jaevgqzflwcshzajm 293 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 293 21 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 293 22 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 293 23 response response NN work_5q5kihz46jaevgqzflwcshzajm 293 24 time time NN work_5q5kihz46jaevgqzflwcshzajm 293 25 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 293 26 for for IN work_5q5kihz46jaevgqzflwcshzajm 293 27 the the DT work_5q5kihz46jaevgqzflwcshzajm 293 28 e e NN work_5q5kihz46jaevgqzflwcshzajm 293 29 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 293 30 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 293 31 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 293 32 . . . work_5q5kihz46jaevgqzflwcshzajm 294 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 294 2 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 294 3 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 294 4 method method NN work_5q5kihz46jaevgqzflwcshzajm 294 5 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 294 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 294 7 Bayesian bayesian JJ work_5q5kihz46jaevgqzflwcshzajm 294 8 predictive predictive JJ work_5q5kihz46jaevgqzflwcshzajm 294 9 distribution distribution NN work_5q5kihz46jaevgqzflwcshzajm 294 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 294 11 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 294 12 assists assist VBZ work_5q5kihz46jaevgqzflwcshzajm 294 13 a a DT work_5q5kihz46jaevgqzflwcshzajm 294 14 two two CD work_5q5kihz46jaevgqzflwcshzajm 294 15 way way NN work_5q5kihz46jaevgqzflwcshzajm 294 16 instruction instruction NN work_5q5kihz46jaevgqzflwcshzajm 294 17 by by IN work_5q5kihz46jaevgqzflwcshzajm 294 18 using use VBG work_5q5kihz46jaevgqzflwcshzajm 294 19 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 294 20 results result NNS work_5q5kihz46jaevgqzflwcshzajm 294 21 for for IN work_5q5kihz46jaevgqzflwcshzajm 294 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 294 23 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 294 24 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 294 25 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 294 26 processes process NNS work_5q5kihz46jaevgqzflwcshzajm 294 27 . . . work_5q5kihz46jaevgqzflwcshzajm 295 1 • • UH work_5q5kihz46jaevgqzflwcshzajm 295 2 Well well RB work_5q5kihz46jaevgqzflwcshzajm 295 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 295 4 known know VBN work_5q5kihz46jaevgqzflwcshzajm 295 5 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 295 6 content content NN work_5q5kihz46jaevgqzflwcshzajm 295 7 management management NN work_5q5kihz46jaevgqzflwcshzajm 295 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 295 9 . . . work_5q5kihz46jaevgqzflwcshzajm 296 1 Tala- Tala- NNP work_5q5kihz46jaevgqzflwcshzajm 296 2 vera vera NNP work_5q5kihz46jaevgqzflwcshzajm 296 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 296 4 Gaudioso Gaudioso NNP work_5q5kihz46jaevgqzflwcshzajm 296 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 296 6 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 296 7 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 296 8 propose propose NN work_5q5kihz46jaevgqzflwcshzajm 296 9 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 296 10 student student NN work_5q5kihz46jaevgqzflwcshzajm 296 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 296 12 using use VBG work_5q5kihz46jaevgqzflwcshzajm 296 13 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 296 14 to to TO work_5q5kihz46jaevgqzflwcshzajm 296 15 discover discover VB work_5q5kihz46jaevgqzflwcshzajm 296 16 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 296 17 reflecting reflect VBG work_5q5kihz46jaevgqzflwcshzajm 296 18 user user NN work_5q5kihz46jaevgqzflwcshzajm 296 19 behaviors behavior NNS work_5q5kihz46jaevgqzflwcshzajm 296 20 . . . work_5q5kihz46jaevgqzflwcshzajm 297 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 297 2 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 297 3 models model NNS work_5q5kihz46jaevgqzflwcshzajm 297 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 297 5 collaboration collaboration NN work_5q5kihz46jaevgqzflwcshzajm 297 6 man- man- NN work_5q5kihz46jaevgqzflwcshzajm 297 7 agement agement NN work_5q5kihz46jaevgqzflwcshzajm 297 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 297 9 characterize characterize VB work_5q5kihz46jaevgqzflwcshzajm 297 10 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 297 11 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 297 12 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 297 13 in in IN work_5q5kihz46jaevgqzflwcshzajm 297 14 unstructured unstructured JJ work_5q5kihz46jaevgqzflwcshzajm 297 15 collaboration collaboration NN work_5q5kihz46jaevgqzflwcshzajm 297 16 spaces space NNS work_5q5kihz46jaevgqzflwcshzajm 297 17 . . . work_5q5kihz46jaevgqzflwcshzajm 298 1 Mor Mor NNP work_5q5kihz46jaevgqzflwcshzajm 298 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 298 3 Minguillon Minguillon NNP work_5q5kihz46jaevgqzflwcshzajm 298 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 298 5 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 298 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 298 7 extend extend VB work_5q5kihz46jaevgqzflwcshzajm 298 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 298 9 sequencing sequence VBG work_5q5kihz46jaevgqzflwcshzajm 298 10 capabilities capability NNS work_5q5kihz46jaevgqzflwcshzajm 298 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 298 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 298 13 SCORM SCORM NNP work_5q5kihz46jaevgqzflwcshzajm 298 14 standard standard NN work_5q5kihz46jaevgqzflwcshzajm 298 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 298 16 include include VB work_5q5kihz46jaevgqzflwcshzajm 298 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 298 18 concept concept NN work_5q5kihz46jaevgqzflwcshzajm 298 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 298 20 recommended recommend VBN work_5q5kihz46jaevgqzflwcshzajm 298 21 itiner- itiner- NNP work_5q5kihz46jaevgqzflwcshzajm 298 22 ary ary NNP work_5q5kihz46jaevgqzflwcshzajm 298 23 , , , work_5q5kihz46jaevgqzflwcshzajm 298 24 by by IN work_5q5kihz46jaevgqzflwcshzajm 298 25 combining combine VBG work_5q5kihz46jaevgqzflwcshzajm 298 26 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 298 27 expertise expertise NN work_5q5kihz46jaevgqzflwcshzajm 298 28 with with IN work_5q5kihz46jaevgqzflwcshzajm 298 29 learned learned JJ work_5q5kihz46jaevgqzflwcshzajm 298 30 experience experience NN work_5q5kihz46jaevgqzflwcshzajm 298 31 acquired acquire VBN work_5q5kihz46jaevgqzflwcshzajm 298 32 by by IN work_5q5kihz46jaevgqzflwcshzajm 298 33 system system NN work_5q5kihz46jaevgqzflwcshzajm 298 34 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 298 35 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 298 36 . . . work_5q5kihz46jaevgqzflwcshzajm 299 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 299 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 299 3 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 299 4 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 299 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 299 6 grouping group VBG work_5q5kihz46jaevgqzflwcshzajm 299 7 students student NNS work_5q5kihz46jaevgqzflwcshzajm 299 8 . . . work_5q5kihz46jaevgqzflwcshzajm 300 1 Castro Castro NNP work_5q5kihz46jaevgqzflwcshzajm 300 2 , , , work_5q5kihz46jaevgqzflwcshzajm 300 3 Vel- Vel- NNP work_5q5kihz46jaevgqzflwcshzajm 300 4 lido lido NN work_5q5kihz46jaevgqzflwcshzajm 300 5 , , , work_5q5kihz46jaevgqzflwcshzajm 300 6 Nebot Nebot NNP work_5q5kihz46jaevgqzflwcshzajm 300 7 , , , work_5q5kihz46jaevgqzflwcshzajm 300 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 300 9 Minguillon Minguillon NNP work_5q5kihz46jaevgqzflwcshzajm 300 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 300 11 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 300 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 300 13 detect detect VBP work_5q5kihz46jaevgqzflwcshzajm 300 14 atypical atypical JJ work_5q5kihz46jaevgqzflwcshzajm 300 15 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 300 16 on on IN work_5q5kihz46jaevgqzflwcshzajm 300 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 300 18 grouping group VBG work_5q5kihz46jaevgqzflwcshzajm 300 19 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 300 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 300 21 the the DT work_5q5kihz46jaevgqzflwcshzajm 300 22 users user NNS work_5q5kihz46jaevgqzflwcshzajm 300 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 300 24 a a DT work_5q5kihz46jaevgqzflwcshzajm 300 25 vir- vir- NNS work_5q5kihz46jaevgqzflwcshzajm 300 26 tual tual JJ work_5q5kihz46jaevgqzflwcshzajm 300 27 campus campus NN work_5q5kihz46jaevgqzflwcshzajm 300 28 . . . work_5q5kihz46jaevgqzflwcshzajm 301 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 301 2 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 301 3 to to TO work_5q5kihz46jaevgqzflwcshzajm 301 4 use use VB work_5q5kihz46jaevgqzflwcshzajm 301 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 301 6 generative generative JJ work_5q5kihz46jaevgqzflwcshzajm 301 7 topo- topo- NN work_5q5kihz46jaevgqzflwcshzajm 301 8 graphic graphic JJ work_5q5kihz46jaevgqzflwcshzajm 301 9 mapping mapping NN work_5q5kihz46jaevgqzflwcshzajm 301 10 model model NN work_5q5kihz46jaevgqzflwcshzajm 301 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 301 12 a a DT work_5q5kihz46jaevgqzflwcshzajm 301 13 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 301 14 model model NN work_5q5kihz46jaevgqzflwcshzajm 301 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 301 16 characterize characterize VB work_5q5kihz46jaevgqzflwcshzajm 301 17 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 301 18 of of IN work_5q5kihz46jaevgqzflwcshzajm 301 19 online online JJ work_5q5kihz46jaevgqzflwcshzajm 301 20 students student NNS work_5q5kihz46jaevgqzflwcshzajm 301 21 . . . work_5q5kihz46jaevgqzflwcshzajm 302 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 302 2 model model NN work_5q5kihz46jaevgqzflwcshzajm 302 3 neu- neu- NN work_5q5kihz46jaevgqzflwcshzajm 302 4 tralizes tralize VBZ work_5q5kihz46jaevgqzflwcshzajm 302 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 302 6 negative negative JJ work_5q5kihz46jaevgqzflwcshzajm 302 7 impact impact NN work_5q5kihz46jaevgqzflwcshzajm 302 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 302 9 outliers outlier NNS work_5q5kihz46jaevgqzflwcshzajm 302 10 on on IN work_5q5kihz46jaevgqzflwcshzajm 302 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 302 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 302 13 clus- clus- NN work_5q5kihz46jaevgqzflwcshzajm 302 14 tering tering NN work_5q5kihz46jaevgqzflwcshzajm 302 15 process process NN work_5q5kihz46jaevgqzflwcshzajm 302 16 . . . work_5q5kihz46jaevgqzflwcshzajm 303 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 303 2 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 303 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 303 4 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 303 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 303 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 303 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 303 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 303 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 303 10 . . . work_5q5kihz46jaevgqzflwcshzajm 304 1 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 304 2 et et FW work_5q5kihz46jaevgqzflwcshzajm 304 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 304 4 . . . work_5q5kihz46jaevgqzflwcshzajm 305 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 305 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 305 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 305 4 use use VB work_5q5kihz46jaevgqzflwcshzajm 305 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 305 6 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 305 7 for for IN work_5q5kihz46jaevgqzflwcshzajm 305 8 web web NN work_5q5kihz46jaevgqzflwcshzajm 305 9 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 305 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 305 11 promote promote VB work_5q5kihz46jaevgqzflwcshzajm 305 12 group group NN work_5q5kihz46jaevgqzflwcshzajm 305 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 305 14 based base VBN work_5q5kihz46jaevgqzflwcshzajm 305 15 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 305 16 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 305 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 305 18 to to TO work_5q5kihz46jaevgqzflwcshzajm 305 19 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 305 20 incremental incremental JJ work_5q5kihz46jaevgqzflwcshzajm 305 21 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 305 22 diagnosis diagnosis NN work_5q5kihz46jaevgqzflwcshzajm 305 23 . . . work_5q5kihz46jaevgqzflwcshzajm 306 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 306 2 find find VBP work_5q5kihz46jaevgqzflwcshzajm 306 3 clusters cluster NNS work_5q5kihz46jaevgqzflwcshzajm 306 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 306 5 students student NNS work_5q5kihz46jaevgqzflwcshzajm 306 6 with with IN work_5q5kihz46jaevgqzflwcshzajm 306 7 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 306 8 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 306 9 characteristics characteristic NNS work_5q5kihz46jaevgqzflwcshzajm 306 10 based base VBN work_5q5kihz46jaevgqzflwcshzajm 306 11 on on IN work_5q5kihz46jaevgqzflwcshzajm 306 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 306 13 sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 306 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 306 15 the the DT work_5q5kihz46jaevgqzflwcshzajm 306 16 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 306 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 306 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 306 19 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 306 20 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 306 21 visited visit VBD work_5q5kihz46jaevgqzflwcshzajm 306 22 . . . work_5q5kihz46jaevgqzflwcshzajm 307 1 Currently currently RB work_5q5kihz46jaevgqzflwcshzajm 307 2 , , , work_5q5kihz46jaevgqzflwcshzajm 307 3 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 307 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 307 5 working work VBG work_5q5kihz46jaevgqzflwcshzajm 307 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 307 7 smart smart JJ work_5q5kihz46jaevgqzflwcshzajm 307 8 recommendation recommendation NN work_5q5kihz46jaevgqzflwcshzajm 307 9 for for IN work_5q5kihz46jaevgqzflwcshzajm 307 10 evolving evolve VBG work_5q5kihz46jaevgqzflwcshzajm 307 11 e e NN work_5q5kihz46jaevgqzflwcshzajm 307 12 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 307 13 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 307 14 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 307 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 307 16 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 307 17 & & CC work_5q5kihz46jaevgqzflwcshzajm 307 18 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 307 19 , , , work_5q5kihz46jaevgqzflwcshzajm 307 20 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 307 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 307 22 using use VBG work_5q5kihz46jaevgqzflwcshzajm 307 23 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 307 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 307 25 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 307 26 filtering filtering NN work_5q5kihz46jaevgqzflwcshzajm 307 27 . . . work_5q5kihz46jaevgqzflwcshzajm 308 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 308 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 308 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 308 4 paper paper NN work_5q5kihz46jaevgqzflwcshzajm 308 5 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 308 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 308 7 that that WDT work_5q5kihz46jaevgqzflwcshzajm 308 8 can can MD work_5q5kihz46jaevgqzflwcshzajm 308 9 personalize personalize VB work_5q5kihz46jaevgqzflwcshzajm 308 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 308 11 adapt adapt VB work_5q5kihz46jaevgqzflwcshzajm 308 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 308 13 course course NN work_5q5kihz46jaevgqzflwcshzajm 308 14 content content NN work_5q5kihz46jaevgqzflwcshzajm 308 15 based base VBN work_5q5kihz46jaevgqzflwcshzajm 308 16 on on IN work_5q5kihz46jaevgqzflwcshzajm 308 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 308 18 system system NN work_5q5kihz46jaevgqzflwcshzajm 308 19 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 308 20 observation observation NN work_5q5kihz46jaevgqzflwcshzajm 308 21 of of IN work_5q5kihz46jaevgqzflwcshzajm 308 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 308 23 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 308 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 308 25 the the DT work_5q5kihz46jaevgqzflwcshzajm 308 26 accumulated accumulate VBN work_5q5kihz46jaevgqzflwcshzajm 308 27 ratings rating NNS work_5q5kihz46jaevgqzflwcshzajm 308 28 given give VBN work_5q5kihz46jaevgqzflwcshzajm 308 29 by by IN work_5q5kihz46jaevgqzflwcshzajm 308 30 the the DT work_5q5kihz46jaevgqzflwcshzajm 308 31 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 308 32 . . . work_5q5kihz46jaevgqzflwcshzajm 309 1 Hamalainen Hamalainen NNP work_5q5kihz46jaevgqzflwcshzajm 309 2 et et NNP work_5q5kihz46jaevgqzflwcshzajm 309 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 309 4 . . . work_5q5kihz46jaevgqzflwcshzajm 310 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 310 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 310 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 310 4 introduce introduce VBP work_5q5kihz46jaevgqzflwcshzajm 310 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 310 6 hybrid hybrid JJ work_5q5kihz46jaevgqzflwcshzajm 310 7 model model NN work_5q5kihz46jaevgqzflwcshzajm 310 8 , , , work_5q5kihz46jaevgqzflwcshzajm 310 9 which which WDT work_5q5kihz46jaevgqzflwcshzajm 310 10 combines combine VBZ work_5q5kihz46jaevgqzflwcshzajm 310 11 both both DT work_5q5kihz46jaevgqzflwcshzajm 310 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 310 13 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 310 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 310 15 machine machine NN work_5q5kihz46jaevgqzflwcshzajm 310 16 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 310 17 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 310 18 in in IN work_5q5kihz46jaevgqzflwcshzajm 310 19 constructing construct VBG work_5q5kihz46jaevgqzflwcshzajm 310 20 a a DT work_5q5kihz46jaevgqzflwcshzajm 310 21 Bayesian bayesian JJ work_5q5kihz46jaevgqzflwcshzajm 310 22 network network NN work_5q5kihz46jaevgqzflwcshzajm 310 23 to to TO work_5q5kihz46jaevgqzflwcshzajm 310 24 describe describe VB work_5q5kihz46jaevgqzflwcshzajm 310 25 the the DT work_5q5kihz46jaevgqzflwcshzajm 310 26 student student NN work_5q5kihz46jaevgqzflwcshzajm 310 27 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 310 28 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 310 29 process process NN work_5q5kihz46jaevgqzflwcshzajm 310 30 . . . work_5q5kihz46jaevgqzflwcshzajm 311 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 311 2 goal goal NN work_5q5kihz46jaevgqzflwcshzajm 311 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 311 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 311 5 classify classify VB work_5q5kihz46jaevgqzflwcshzajm 311 6 students student NNS work_5q5kihz46jaevgqzflwcshzajm 311 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 311 8 give give VB work_5q5kihz46jaevgqzflwcshzajm 311 9 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 311 10 differentiated differentiate VBN work_5q5kihz46jaevgqzflwcshzajm 311 11 guiding guiding NN work_5q5kihz46jaevgqzflwcshzajm 311 12 according accord VBG work_5q5kihz46jaevgqzflwcshzajm 311 13 to to IN work_5q5kihz46jaevgqzflwcshzajm 311 14 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 311 15 skills skill NNS work_5q5kihz46jaevgqzflwcshzajm 311 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 311 17 other other JJ work_5q5kihz46jaevgqzflwcshzajm 311 18 characteris- characteris- NN work_5q5kihz46jaevgqzflwcshzajm 311 19 tics tic NNS work_5q5kihz46jaevgqzflwcshzajm 311 20 . . . work_5q5kihz46jaevgqzflwcshzajm 312 1 Beck Beck NNP work_5q5kihz46jaevgqzflwcshzajm 312 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 312 3 Woolf Woolf NNP work_5q5kihz46jaevgqzflwcshzajm 312 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 312 5 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 312 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 312 7 construct construct VB work_5q5kihz46jaevgqzflwcshzajm 312 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 312 9 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 312 10 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 312 11 for for IN work_5q5kihz46jaevgqzflwcshzajm 312 12 high high JJ work_5q5kihz46jaevgqzflwcshzajm 312 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 312 14 level level NN work_5q5kihz46jaevgqzflwcshzajm 312 15 student student NN work_5q5kihz46jaevgqzflwcshzajm 312 16 modeling model VBG work_5q5kihz46jaevgqzflwcshzajm 312 17 with with IN work_5q5kihz46jaevgqzflwcshzajm 312 18 machine machine NN work_5q5kihz46jaevgqzflwcshzajm 312 19 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 312 20 in in IN work_5q5kihz46jaevgqzflwcshzajm 312 21 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 312 22 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 312 23 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 312 24 . . . work_5q5kihz46jaevgqzflwcshzajm 313 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 313 2 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 313 3 learns learn VBZ work_5q5kihz46jaevgqzflwcshzajm 313 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 313 5 pre- pre- VB work_5q5kihz46jaevgqzflwcshzajm 313 6 dict dict VB work_5q5kihz46jaevgqzflwcshzajm 313 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 313 8 probability probability NN work_5q5kihz46jaevgqzflwcshzajm 313 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 313 10 student student NN work_5q5kihz46jaevgqzflwcshzajm 313 11 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 313 12 next next JJ work_5q5kihz46jaevgqzflwcshzajm 313 13 response response NN work_5q5kihz46jaevgqzflwcshzajm 313 14 will will MD work_5q5kihz46jaevgqzflwcshzajm 313 15 be be VB work_5q5kihz46jaevgqzflwcshzajm 313 16 correct correct JJ work_5q5kihz46jaevgqzflwcshzajm 313 17 , , , work_5q5kihz46jaevgqzflwcshzajm 313 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 313 19 how how WRB work_5q5kihz46jaevgqzflwcshzajm 313 20 long long RB work_5q5kihz46jaevgqzflwcshzajm 313 21 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 313 22 will will MD work_5q5kihz46jaevgqzflwcshzajm 313 23 take take VB work_5q5kihz46jaevgqzflwcshzajm 313 24 the the DT work_5q5kihz46jaevgqzflwcshzajm 313 25 student student NN work_5q5kihz46jaevgqzflwcshzajm 313 26 to to TO work_5q5kihz46jaevgqzflwcshzajm 313 27 generate generate VB work_5q5kihz46jaevgqzflwcshzajm 313 28 that that DT work_5q5kihz46jaevgqzflwcshzajm 313 29 response response NN work_5q5kihz46jaevgqzflwcshzajm 313 30 . . . work_5q5kihz46jaevgqzflwcshzajm 314 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 314 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 314 3 linear linear JJ work_5q5kihz46jaevgqzflwcshzajm 314 4 regression regression NN work_5q5kihz46jaevgqzflwcshzajm 314 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 314 6 predict predict VB work_5q5kihz46jaevgqzflwcshzajm 314 7 observable observable JJ work_5q5kihz46jaevgqzflwcshzajm 314 8 variables variable NNS work_5q5kihz46jaevgqzflwcshzajm 314 9 . . . work_5q5kihz46jaevgqzflwcshzajm 315 1 Arroyo Arroyo NNP work_5q5kihz46jaevgqzflwcshzajm 315 2 , , , work_5q5kihz46jaevgqzflwcshzajm 315 3 Murray Murray NNP work_5q5kihz46jaevgqzflwcshzajm 315 4 , , , work_5q5kihz46jaevgqzflwcshzajm 315 5 Woolf Woolf NNP work_5q5kihz46jaevgqzflwcshzajm 315 6 , , , work_5q5kihz46jaevgqzflwcshzajm 315 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 315 8 Beal Beal NNP work_5q5kihz46jaevgqzflwcshzajm 315 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 315 10 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 315 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 315 12 infer infer VBP work_5q5kihz46jaevgqzflwcshzajm 315 13 unobservable unobservable JJ work_5q5kihz46jaevgqzflwcshzajm 315 14 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 315 15 variables variable NNS work_5q5kihz46jaevgqzflwcshzajm 315 16 from from IN work_5q5kihz46jaevgqzflwcshzajm 315 17 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 315 18 dents dent NNS work_5q5kihz46jaevgqzflwcshzajm 315 19 ITS its PRP$ work_5q5kihz46jaevgqzflwcshzajm 315 20 log log NN work_5q5kihz46jaevgqzflwcshzajm 315 21 files file NNS work_5q5kihz46jaevgqzflwcshzajm 315 22 . . . work_5q5kihz46jaevgqzflwcshzajm 316 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 316 2 star star VBP work_5q5kihz46jaevgqzflwcshzajm 316 3 from from IN work_5q5kihz46jaevgqzflwcshzajm 316 4 a a DT work_5q5kihz46jaevgqzflwcshzajm 316 5 correlation correlation NN work_5q5kihz46jaevgqzflwcshzajm 316 6 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 316 7 between between IN work_5q5kihz46jaevgqzflwcshzajm 316 8 variables variable NNS work_5q5kihz46jaevgqzflwcshzajm 316 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 316 10 construct construct VB work_5q5kihz46jaevgqzflwcshzajm 316 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 316 12 Bayesian bayesian JJ work_5q5kihz46jaevgqzflwcshzajm 316 13 network network NN work_5q5kihz46jaevgqzflwcshzajm 316 14 that that WDT work_5q5kihz46jaevgqzflwcshzajm 316 15 infers infer VBZ work_5q5kihz46jaevgqzflwcshzajm 316 16 students student NNS work_5q5kihz46jaevgqzflwcshzajm 316 17 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 316 18 attitudes attitude NNS work_5q5kihz46jaevgqzflwcshzajm 316 19 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 316 20 negative negative JJ work_5q5kihz46jaevgqzflwcshzajm 316 21 and and CC work_5q5kihz46jaevgqzflwcshzajm 316 22 positive positive JJ work_5q5kihz46jaevgqzflwcshzajm 316 23 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 316 24 and and CC work_5q5kihz46jaevgqzflwcshzajm 316 25 predictions prediction NNS work_5q5kihz46jaevgqzflwcshzajm 316 26 of of IN work_5q5kihz46jaevgqzflwcshzajm 316 27 the the DT work_5q5kihz46jaevgqzflwcshzajm 316 28 system system NN work_5q5kihz46jaevgqzflwcshzajm 316 29 . . . work_5q5kihz46jaevgqzflwcshzajm 317 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 317 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 317 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 317 4 maximum maximum JJ work_5q5kihz46jaevgqzflwcshzajm 317 5 likelihood likelihood NN work_5q5kihz46jaevgqzflwcshzajm 317 6 method method NN work_5q5kihz46jaevgqzflwcshzajm 317 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 317 8 learn learn VB work_5q5kihz46jaevgqzflwcshzajm 317 9 conditional conditional JJ work_5q5kihz46jaevgqzflwcshzajm 317 10 probabilities probability NNS work_5q5kihz46jaevgqzflwcshzajm 317 11 from from IN work_5q5kihz46jaevgqzflwcshzajm 317 12 students student NNS work_5q5kihz46jaevgqzflwcshzajm 317 13 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 317 14 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 317 15 . . . work_5q5kihz46jaevgqzflwcshzajm 318 1 Baker Baker NNP work_5q5kihz46jaevgqzflwcshzajm 318 2 , , , work_5q5kihz46jaevgqzflwcshzajm 318 3 Corbett Corbett NNP work_5q5kihz46jaevgqzflwcshzajm 318 4 , , , work_5q5kihz46jaevgqzflwcshzajm 318 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 318 6 Koedinger Koedinger NNP work_5q5kihz46jaevgqzflwcshzajm 318 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 318 8 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 318 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 318 10 use use VBP work_5q5kihz46jaevgqzflwcshzajm 318 11 machine machine NN work_5q5kihz46jaevgqzflwcshzajm 318 12 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 318 13 learned learn VBN work_5q5kihz46jaevgqzflwcshzajm 318 14 latent latent NN work_5q5kihz46jaevgqzflwcshzajm 318 15 response response NN work_5q5kihz46jaevgqzflwcshzajm 318 16 model model NN work_5q5kihz46jaevgqzflwcshzajm 318 17 to to TO work_5q5kihz46jaevgqzflwcshzajm 318 18 detect detect VB work_5q5kihz46jaevgqzflwcshzajm 318 19 student student NN work_5q5kihz46jaevgqzflwcshzajm 318 20 misuse misuse NN work_5q5kihz46jaevgqzflwcshzajm 318 21 of of IN work_5q5kihz46jaevgqzflwcshzajm 318 22 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 318 23 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 318 24 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 318 25 . . . work_5q5kihz46jaevgqzflwcshzajm 319 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 319 2 build build VBP work_5q5kihz46jaevgqzflwcshzajm 319 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 319 4 classifier classifier NN work_5q5kihz46jaevgqzflwcshzajm 319 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 319 6 identify identify VB work_5q5kihz46jaevgqzflwcshzajm 319 7 if if IN work_5q5kihz46jaevgqzflwcshzajm 319 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 319 9 student student NN work_5q5kihz46jaevgqzflwcshzajm 319 10 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 319 11 gaming game VBG work_5q5kihz46jaevgqzflwcshzajm 319 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 319 13 system system NN work_5q5kihz46jaevgqzflwcshzajm 319 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 319 15 a a DT work_5q5kihz46jaevgqzflwcshzajm 319 16 way way NN work_5q5kihz46jaevgqzflwcshzajm 319 17 that that WDT work_5q5kihz46jaevgqzflwcshzajm 319 18 leads lead VBZ work_5q5kihz46jaevgqzflwcshzajm 319 19 to to IN work_5q5kihz46jaevgqzflwcshzajm 319 20 poor poor JJ work_5q5kihz46jaevgqzflwcshzajm 319 21 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 319 22 and and CC work_5q5kihz46jaevgqzflwcshzajm 319 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 319 24 need need NN work_5q5kihz46jaevgqzflwcshzajm 319 25 of of IN work_5q5kihz46jaevgqzflwcshzajm 319 26 an an DT work_5q5kihz46jaevgqzflwcshzajm 319 27 intervention intervention NN work_5q5kihz46jaevgqzflwcshzajm 319 28 . . . work_5q5kihz46jaevgqzflwcshzajm 320 1 Feng Feng NNP work_5q5kihz46jaevgqzflwcshzajm 320 2 , , , work_5q5kihz46jaevgqzflwcshzajm 320 3 Heffernan Heffernan NNP work_5q5kihz46jaevgqzflwcshzajm 320 4 , , , work_5q5kihz46jaevgqzflwcshzajm 320 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 320 6 Koe- Koe- NNP work_5q5kihz46jaevgqzflwcshzajm 320 7 dinger dinger NN work_5q5kihz46jaevgqzflwcshzajm 320 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 320 9 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 320 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 320 11 look look VB work_5q5kihz46jaevgqzflwcshzajm 320 12 for for IN work_5q5kihz46jaevgqzflwcshzajm 320 13 sources source NNS work_5q5kihz46jaevgqzflwcshzajm 320 14 of of IN work_5q5kihz46jaevgqzflwcshzajm 320 15 error error NN work_5q5kihz46jaevgqzflwcshzajm 320 16 in in IN work_5q5kihz46jaevgqzflwcshzajm 320 17 predicting predict VBG work_5q5kihz46jaevgqzflwcshzajm 320 18 a a DT work_5q5kihz46jaevgqzflwcshzajm 320 19 student student NN work_5q5kihz46jaevgqzflwcshzajm 320 20 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 320 21 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 320 22 . . . work_5q5kihz46jaevgqzflwcshzajm 321 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 321 2 perform perform VBP work_5q5kihz46jaevgqzflwcshzajm 321 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 321 4 stepwise stepwise NN work_5q5kihz46jaevgqzflwcshzajm 321 5 regres- regres- JJ work_5q5kihz46jaevgqzflwcshzajm 321 6 sion sion NN work_5q5kihz46jaevgqzflwcshzajm 321 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 321 8 predict predict VB work_5q5kihz46jaevgqzflwcshzajm 321 9 what what WP work_5q5kihz46jaevgqzflwcshzajm 321 10 metrics metric NNS work_5q5kihz46jaevgqzflwcshzajm 321 11 help help VBP work_5q5kihz46jaevgqzflwcshzajm 321 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 321 13 explain explain VB work_5q5kihz46jaevgqzflwcshzajm 321 14 poor poor JJ work_5q5kihz46jaevgqzflwcshzajm 321 15 predic- predic- NN work_5q5kihz46jaevgqzflwcshzajm 321 16 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 321 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 321 18 state state NN work_5q5kihz46jaevgqzflwcshzajm 321 19 exam exam NN work_5q5kihz46jaevgqzflwcshzajm 321 20 scores score NNS work_5q5kihz46jaevgqzflwcshzajm 321 21 . . . work_5q5kihz46jaevgqzflwcshzajm 322 1 Muehlenbrock muehlenbrock NN work_5q5kihz46jaevgqzflwcshzajm 322 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 322 3 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 322 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 322 5 detects detect VBZ work_5q5kihz46jaevgqzflwcshzajm 322 6 regularities regularity NNS work_5q5kihz46jaevgqzflwcshzajm 322 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 322 8 deviations deviation NNS work_5q5kihz46jaevgqzflwcshzajm 322 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 322 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 322 11 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 322 12 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 322 13 or or CC work_5q5kihz46jaevgqzflwcshzajm 322 14 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 322 15 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 322 16 actions action NNS work_5q5kihz46jaevgqzflwcshzajm 322 17 among among IN work_5q5kihz46jaevgqzflwcshzajm 322 18 others other NNS work_5q5kihz46jaevgqzflwcshzajm 322 19 , , , work_5q5kihz46jaevgqzflwcshzajm 322 20 in in IN work_5q5kihz46jaevgqzflwcshzajm 322 21 order order NN work_5q5kihz46jaevgqzflwcshzajm 322 22 to to TO work_5q5kihz46jaevgqzflwcshzajm 322 23 provide provide VB work_5q5kihz46jaevgqzflwcshzajm 322 24 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 322 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 322 26 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 322 27 with with IN work_5q5kihz46jaevgqzflwcshzajm 322 28 additional additional JJ work_5q5kihz46jaevgqzflwcshzajm 322 29 information information NN work_5q5kihz46jaevgqzflwcshzajm 322 30 to to TO work_5q5kihz46jaevgqzflwcshzajm 322 31 manage manage VB work_5q5kihz46jaevgqzflwcshzajm 322 32 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 322 33 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 322 34 and and CC work_5q5kihz46jaevgqzflwcshzajm 322 35 teaching teaching NN work_5q5kihz46jaevgqzflwcshzajm 322 36 . . . work_5q5kihz46jaevgqzflwcshzajm 323 1 Damez Damez NNP work_5q5kihz46jaevgqzflwcshzajm 323 2 , , , work_5q5kihz46jaevgqzflwcshzajm 323 3 Marsala Marsala NNP work_5q5kihz46jaevgqzflwcshzajm 323 4 , , , work_5q5kihz46jaevgqzflwcshzajm 323 5 Dang Dang NNP work_5q5kihz46jaevgqzflwcshzajm 323 6 , , , work_5q5kihz46jaevgqzflwcshzajm 323 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 323 8 Bouchon Bouchon NNP work_5q5kihz46jaevgqzflwcshzajm 323 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 323 10 Meunier Meunier NNP work_5q5kihz46jaevgqzflwcshzajm 323 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 323 12 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 323 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 323 14 use use VB work_5q5kihz46jaevgqzflwcshzajm 323 15 a a DT work_5q5kihz46jaevgqzflwcshzajm 323 16 fuzzy fuzzy JJ work_5q5kihz46jaevgqzflwcshzajm 323 17 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 323 18 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 323 19 for for IN work_5q5kihz46jaevgqzflwcshzajm 323 20 user user NN work_5q5kihz46jaevgqzflwcshzajm 323 21 modeling modeling NN work_5q5kihz46jaevgqzflwcshzajm 323 22 and and CC work_5q5kihz46jaevgqzflwcshzajm 323 23 discriminating discriminate VBG work_5q5kihz46jaevgqzflwcshzajm 323 24 a a DT work_5q5kihz46jaevgqzflwcshzajm 323 25 novice novice NN work_5q5kihz46jaevgqzflwcshzajm 323 26 from from IN work_5q5kihz46jaevgqzflwcshzajm 323 27 an an DT work_5q5kihz46jaevgqzflwcshzajm 323 28 experimented experiment VBN work_5q5kihz46jaevgqzflwcshzajm 323 29 user user NN work_5q5kihz46jaevgqzflwcshzajm 323 30 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 323 31 . . . work_5q5kihz46jaevgqzflwcshzajm 324 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 324 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 324 3 an an DT work_5q5kihz46jaevgqzflwcshzajm 324 4 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 324 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 324 6 learn learn VB work_5q5kihz46jaevgqzflwcshzajm 324 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 324 8 cognitive cognitive JJ work_5q5kihz46jaevgqzflwcshzajm 324 9 characteristics characteristic NNS work_5q5kihz46jaevgqzflwcshzajm 324 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 324 11 an an DT work_5q5kihz46jaevgqzflwcshzajm 324 12 user user NN work_5q5kihz46jaevgqzflwcshzajm 324 13 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 324 14 interac- interac- NN work_5q5kihz46jaevgqzflwcshzajm 324 15 tions tion NNS work_5q5kihz46jaevgqzflwcshzajm 324 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 324 17 classify classify VB work_5q5kihz46jaevgqzflwcshzajm 324 18 users user NNS work_5q5kihz46jaevgqzflwcshzajm 324 19 as as IN work_5q5kihz46jaevgqzflwcshzajm 324 20 experimented experiment VBN work_5q5kihz46jaevgqzflwcshzajm 324 21 or or CC work_5q5kihz46jaevgqzflwcshzajm 324 22 not not RB work_5q5kihz46jaevgqzflwcshzajm 324 23 . . . work_5q5kihz46jaevgqzflwcshzajm 325 1 4.2.2 4.2.2 CD work_5q5kihz46jaevgqzflwcshzajm 325 2 . . . work_5q5kihz46jaevgqzflwcshzajm 326 1 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 326 2 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 326 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 326 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 326 5 sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 326 6 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 326 7 mining mining NNP work_5q5kihz46jaevgqzflwcshzajm 326 8 Association Association NNP work_5q5kihz46jaevgqzflwcshzajm 326 9 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 326 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 326 11 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 326 12 one one CD work_5q5kihz46jaevgqzflwcshzajm 326 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 326 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 326 15 most most RBS work_5q5kihz46jaevgqzflwcshzajm 326 16 well well RB work_5q5kihz46jaevgqzflwcshzajm 326 17 studied study VBN work_5q5kihz46jaevgqzflwcshzajm 326 18 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 326 19 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 326 20 . . . work_5q5kihz46jaevgqzflwcshzajm 327 1 Such such JJ work_5q5kihz46jaevgqzflwcshzajm 327 2 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 327 3 associate associate VBP work_5q5kihz46jaevgqzflwcshzajm 327 4 one one CD work_5q5kihz46jaevgqzflwcshzajm 327 5 or or CC work_5q5kihz46jaevgqzflwcshzajm 327 6 more more JJR work_5q5kihz46jaevgqzflwcshzajm 327 7 attri- attri- JJ work_5q5kihz46jaevgqzflwcshzajm 327 8 butes bute NNS work_5q5kihz46jaevgqzflwcshzajm 327 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 327 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 327 11 dataset dataset NN work_5q5kihz46jaevgqzflwcshzajm 327 12 with with IN work_5q5kihz46jaevgqzflwcshzajm 327 13 another another DT work_5q5kihz46jaevgqzflwcshzajm 327 14 attribute attribute NN work_5q5kihz46jaevgqzflwcshzajm 327 15 , , , work_5q5kihz46jaevgqzflwcshzajm 327 16 producing produce VBG work_5q5kihz46jaevgqzflwcshzajm 327 17 an an DT work_5q5kihz46jaevgqzflwcshzajm 327 18 if if IN work_5q5kihz46jaevgqzflwcshzajm 327 19 – – : work_5q5kihz46jaevgqzflwcshzajm 327 20 then then RB work_5q5kihz46jaevgqzflwcshzajm 327 21 statement statement NN work_5q5kihz46jaevgqzflwcshzajm 327 22 concerning concern VBG work_5q5kihz46jaevgqzflwcshzajm 327 23 attribute attribute NN work_5q5kihz46jaevgqzflwcshzajm 327 24 values value NNS work_5q5kihz46jaevgqzflwcshzajm 327 25 . . . work_5q5kihz46jaevgqzflwcshzajm 328 1 Mining mine VBG work_5q5kihz46jaevgqzflwcshzajm 328 2 asso- asso- IN work_5q5kihz46jaevgqzflwcshzajm 328 3 ciation ciation NN work_5q5kihz46jaevgqzflwcshzajm 328 4 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 328 5 between between IN work_5q5kihz46jaevgqzflwcshzajm 328 6 sets set NNS work_5q5kihz46jaevgqzflwcshzajm 328 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 328 8 items item NNS work_5q5kihz46jaevgqzflwcshzajm 328 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 328 10 large large JJ work_5q5kihz46jaevgqzflwcshzajm 328 11 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 328 12 was be VBD work_5q5kihz46jaevgqzflwcshzajm 328 13 first first RB work_5q5kihz46jaevgqzflwcshzajm 328 14 stated state VBN work_5q5kihz46jaevgqzflwcshzajm 328 15 by by IN work_5q5kihz46jaevgqzflwcshzajm 328 16 Agrawal Agrawal NNP work_5q5kihz46jaevgqzflwcshzajm 328 17 , , , work_5q5kihz46jaevgqzflwcshzajm 328 18 Imielinski Imielinski NNP work_5q5kihz46jaevgqzflwcshzajm 328 19 , , , work_5q5kihz46jaevgqzflwcshzajm 328 20 and and CC work_5q5kihz46jaevgqzflwcshzajm 328 21 Swami Swami NNP work_5q5kihz46jaevgqzflwcshzajm 328 22 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 328 23 1993 1993 CD work_5q5kihz46jaevgqzflwcshzajm 328 24 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 328 25 and and CC work_5q5kihz46jaevgqzflwcshzajm 328 26 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 328 27 opened open VBD work_5q5kihz46jaevgqzflwcshzajm 328 28 a a DT work_5q5kihz46jaevgqzflwcshzajm 328 29 brand brand NN work_5q5kihz46jaevgqzflwcshzajm 328 30 new new JJ work_5q5kihz46jaevgqzflwcshzajm 328 31 family family NN work_5q5kihz46jaevgqzflwcshzajm 328 32 of of IN work_5q5kihz46jaevgqzflwcshzajm 328 33 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 328 34 . . . work_5q5kihz46jaevgqzflwcshzajm 329 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 329 2 original original JJ work_5q5kihz46jaevgqzflwcshzajm 329 3 problem problem NN work_5q5kihz46jaevgqzflwcshzajm 329 4 was be VBD work_5q5kihz46jaevgqzflwcshzajm 329 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 329 6 market market NN work_5q5kihz46jaevgqzflwcshzajm 329 7 basket basket NN work_5q5kihz46jaevgqzflwcshzajm 329 8 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 329 9 that that WDT work_5q5kihz46jaevgqzflwcshzajm 329 10 tried try VBD work_5q5kihz46jaevgqzflwcshzajm 329 11 to to TO work_5q5kihz46jaevgqzflwcshzajm 329 12 find find VB work_5q5kihz46jaevgqzflwcshzajm 329 13 all all PDT work_5q5kihz46jaevgqzflwcshzajm 329 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 329 15 interesting interesting JJ work_5q5kihz46jaevgqzflwcshzajm 329 16 relations relation NNS work_5q5kihz46jaevgqzflwcshzajm 329 17 between between IN work_5q5kihz46jaevgqzflwcshzajm 329 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 329 19 bought buy VBN work_5q5kihz46jaevgqzflwcshzajm 329 20 products product NNS work_5q5kihz46jaevgqzflwcshzajm 329 21 . . . work_5q5kihz46jaevgqzflwcshzajm 330 1 Sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 330 2 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 330 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 330 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 330 5 Agrawal Agrawal NNP work_5q5kihz46jaevgqzflwcshzajm 330 6 & & CC work_5q5kihz46jaevgqzflwcshzajm 330 7 Srikant Srikant NNP work_5q5kihz46jaevgqzflwcshzajm 330 8 , , , work_5q5kihz46jaevgqzflwcshzajm 330 9 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 330 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 330 11 attempts attempt VBZ work_5q5kihz46jaevgqzflwcshzajm 330 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 330 13 find find VB work_5q5kihz46jaevgqzflwcshzajm 330 14 inter inter JJ work_5q5kihz46jaevgqzflwcshzajm 330 15 - - JJ work_5q5kihz46jaevgqzflwcshzajm 330 16 session session JJ work_5q5kihz46jaevgqzflwcshzajm 330 17 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 330 18 such such JJ work_5q5kihz46jaevgqzflwcshzajm 330 19 as as IN work_5q5kihz46jaevgqzflwcshzajm 330 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 330 21 presence presence NN work_5q5kihz46jaevgqzflwcshzajm 330 22 of of IN work_5q5kihz46jaevgqzflwcshzajm 330 23 a a DT work_5q5kihz46jaevgqzflwcshzajm 330 24 set set NN work_5q5kihz46jaevgqzflwcshzajm 330 25 of of IN work_5q5kihz46jaevgqzflwcshzajm 330 26 items item NNS work_5q5kihz46jaevgqzflwcshzajm 330 27 followed follow VBN work_5q5kihz46jaevgqzflwcshzajm 330 28 by by IN work_5q5kihz46jaevgqzflwcshzajm 330 29 another another DT work_5q5kihz46jaevgqzflwcshzajm 330 30 item item NN work_5q5kihz46jaevgqzflwcshzajm 330 31 in in IN work_5q5kihz46jaevgqzflwcshzajm 330 32 a a DT work_5q5kihz46jaevgqzflwcshzajm 330 33 time time NN work_5q5kihz46jaevgqzflwcshzajm 330 34 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 330 35 ordered order VBN work_5q5kihz46jaevgqzflwcshzajm 330 36 set set NN work_5q5kihz46jaevgqzflwcshzajm 330 37 of of IN work_5q5kihz46jaevgqzflwcshzajm 330 38 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 330 39 or or CC work_5q5kihz46jaevgqzflwcshzajm 330 40 episodes episode NNS work_5q5kihz46jaevgqzflwcshzajm 330 41 . . . work_5q5kihz46jaevgqzflwcshzajm 331 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 331 2 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 331 3 have have VBP work_5q5kihz46jaevgqzflwcshzajm 331 4 been be VBN work_5q5kihz46jaevgqzflwcshzajm 331 5 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 331 6 to to IN work_5q5kihz46jaevgqzflwcshzajm 331 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 331 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 331 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 331 10 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 331 11 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 331 12 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 331 13 . . . work_5q5kihz46jaevgqzflwcshzajm 332 1 Associations association NNS work_5q5kihz46jaevgqzflwcshzajm 332 2 could could MD work_5q5kihz46jaevgqzflwcshzajm 332 3 reveal reveal VB work_5q5kihz46jaevgqzflwcshzajm 332 4 which which WDT work_5q5kihz46jaevgqzflwcshzajm 332 5 contents content VBZ work_5q5kihz46jaevgqzflwcshzajm 332 6 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 332 7 dents dent NNS work_5q5kihz46jaevgqzflwcshzajm 332 8 tend tend VBP work_5q5kihz46jaevgqzflwcshzajm 332 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 332 10 access access VB work_5q5kihz46jaevgqzflwcshzajm 332 11 together together RB work_5q5kihz46jaevgqzflwcshzajm 332 12 , , , work_5q5kihz46jaevgqzflwcshzajm 332 13 or or CC work_5q5kihz46jaevgqzflwcshzajm 332 14 which which WDT work_5q5kihz46jaevgqzflwcshzajm 332 15 combination combination NN work_5q5kihz46jaevgqzflwcshzajm 332 16 of of IN work_5q5kihz46jaevgqzflwcshzajm 332 17 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 332 18 142 142 CD work_5q5kihz46jaevgqzflwcshzajm 332 19 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 332 20 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 332 21 , , , work_5q5kihz46jaevgqzflwcshzajm 332 22 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 332 23 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 332 24 / / SYM work_5q5kihz46jaevgqzflwcshzajm 332 25 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 332 26 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 332 27 with with IN work_5q5kihz46jaevgqzflwcshzajm 332 28 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 332 29 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 332 30 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 332 31 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 332 32 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 332 33 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 332 34 A a NN work_5q5kihz46jaevgqzflwcshzajm 332 35 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 332 36 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 332 37 r r NN work_5q5kihz46jaevgqzflwcshzajm 332 38 's 's POS work_5q5kihz46jaevgqzflwcshzajm 332 39 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 332 40 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 332 41 on on IN work_5q5kihz46jaevgqzflwcshzajm 332 42 al al NNP work_5q5kihz46jaevgqzflwcshzajm 332 43 co co NNP work_5q5kihz46jaevgqzflwcshzajm 332 44 py py NNP work_5q5kihz46jaevgqzflwcshzajm 332 45 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 332 46 use use VBP work_5q5kihz46jaevgqzflwcshzajm 332 47 . . . work_5q5kihz46jaevgqzflwcshzajm 333 1 Sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 333 2 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 333 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 333 4 reveal reveal VB work_5q5kihz46jaevgqzflwcshzajm 333 5 which which WDT work_5q5kihz46jaevgqzflwcshzajm 333 6 content content NN work_5q5kihz46jaevgqzflwcshzajm 333 7 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 333 8 motivated motivate VBN work_5q5kihz46jaevgqzflwcshzajm 333 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 333 10 access access NN work_5q5kihz46jaevgqzflwcshzajm 333 11 to to IN work_5q5kihz46jaevgqzflwcshzajm 333 12 other other JJ work_5q5kihz46jaevgqzflwcshzajm 333 13 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 333 14 , , , work_5q5kihz46jaevgqzflwcshzajm 333 15 or or CC work_5q5kihz46jaevgqzflwcshzajm 333 16 how how WRB work_5q5kihz46jaevgqzflwcshzajm 333 17 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 333 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 333 19 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 333 20 are be VBP work_5q5kihz46jaevgqzflwcshzajm 333 21 entwined entwine VBN work_5q5kihz46jaevgqzflwcshzajm 333 22 in in IN work_5q5kihz46jaevgqzflwcshzajm 333 23 the the DT work_5q5kihz46jaevgqzflwcshzajm 333 24 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 333 25 process process NN work_5q5kihz46jaevgqzflwcshzajm 333 26 . . . work_5q5kihz46jaevgqzflwcshzajm 334 1 Next next RB work_5q5kihz46jaevgqzflwcshzajm 334 2 , , , work_5q5kihz46jaevgqzflwcshzajm 334 3 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 334 4 describe describe VBP work_5q5kihz46jaevgqzflwcshzajm 334 5 some some DT work_5q5kihz46jaevgqzflwcshzajm 334 6 works work NNS work_5q5kihz46jaevgqzflwcshzajm 334 7 about about IN work_5q5kihz46jaevgqzflwcshzajm 334 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 334 9 application application NN work_5q5kihz46jaevgqzflwcshzajm 334 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 334 11 these these DT work_5q5kihz46jaevgqzflwcshzajm 334 12 tech- tech- JJ work_5q5kihz46jaevgqzflwcshzajm 334 13 niques nique NNS work_5q5kihz46jaevgqzflwcshzajm 334 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 334 15 different different JJ work_5q5kihz46jaevgqzflwcshzajm 334 16 types type NNS work_5q5kihz46jaevgqzflwcshzajm 334 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 334 18 web web NN work_5q5kihz46jaevgqzflwcshzajm 334 19 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 334 20 based base VBN work_5q5kihz46jaevgqzflwcshzajm 334 21 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 334 22 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 334 23 : : : work_5q5kihz46jaevgqzflwcshzajm 334 24 • • NNP work_5q5kihz46jaevgqzflwcshzajm 334 25 Particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 334 26 web web NN work_5q5kihz46jaevgqzflwcshzajm 334 27 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 334 28 based base VBN work_5q5kihz46jaevgqzflwcshzajm 334 29 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 334 30 . . . work_5q5kihz46jaevgqzflwcshzajm 335 1 Ha ha UH work_5q5kihz46jaevgqzflwcshzajm 335 2 et et FW work_5q5kihz46jaevgqzflwcshzajm 335 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 335 4 . . . work_5q5kihz46jaevgqzflwcshzajm 336 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 336 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 336 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 336 4 perform perform VB work_5q5kihz46jaevgqzflwcshzajm 336 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 336 6 page page NN work_5q5kihz46jaevgqzflwcshzajm 336 7 traversal traversal NN work_5q5kihz46jaevgqzflwcshzajm 336 8 path path NN work_5q5kihz46jaevgqzflwcshzajm 336 9 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 336 10 for for IN work_5q5kihz46jaevgqzflwcshzajm 336 11 customized customize VBN work_5q5kihz46jaevgqzflwcshzajm 336 12 educa- educa- NNP work_5q5kihz46jaevgqzflwcshzajm 336 13 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 336 14 , , , work_5q5kihz46jaevgqzflwcshzajm 336 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 336 16 web web NN work_5q5kihz46jaevgqzflwcshzajm 336 17 page page NN work_5q5kihz46jaevgqzflwcshzajm 336 18 associations association NNS work_5q5kihz46jaevgqzflwcshzajm 336 19 for for IN work_5q5kihz46jaevgqzflwcshzajm 336 20 virtual virtual JJ work_5q5kihz46jaevgqzflwcshzajm 336 21 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 336 22 structures structure NNS work_5q5kihz46jaevgqzflwcshzajm 336 23 , , , work_5q5kihz46jaevgqzflwcshzajm 336 24 which which WDT work_5q5kihz46jaevgqzflwcshzajm 336 25 can can MD work_5q5kihz46jaevgqzflwcshzajm 336 26 be be VB work_5q5kihz46jaevgqzflwcshzajm 336 27 formed form VBN work_5q5kihz46jaevgqzflwcshzajm 336 28 by by IN work_5q5kihz46jaevgqzflwcshzajm 336 29 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 336 30 themselves -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 336 31 as as IN work_5q5kihz46jaevgqzflwcshzajm 336 32 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 336 33 navigate navigate VBP work_5q5kihz46jaevgqzflwcshzajm 336 34 web web NN work_5q5kihz46jaevgqzflwcshzajm 336 35 pages page NNS work_5q5kihz46jaevgqzflwcshzajm 336 36 . . . work_5q5kihz46jaevgqzflwcshzajm 337 1 Yu Yu NNP work_5q5kihz46jaevgqzflwcshzajm 337 2 et et FW work_5q5kihz46jaevgqzflwcshzajm 337 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 337 4 . . . work_5q5kihz46jaevgqzflwcshzajm 338 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 338 2 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 338 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 338 4 find find VB work_5q5kihz46jaevgqzflwcshzajm 338 5 incor- incor- NN work_5q5kihz46jaevgqzflwcshzajm 338 6 rect rect NN work_5q5kihz46jaevgqzflwcshzajm 338 7 student student NN work_5q5kihz46jaevgqzflwcshzajm 338 8 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 338 9 . . . work_5q5kihz46jaevgqzflwcshzajm 339 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 339 2 modify modify VBP work_5q5kihz46jaevgqzflwcshzajm 339 3 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 339 4 web web NN work_5q5kihz46jaevgqzflwcshzajm 339 5 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 339 6 , , , work_5q5kihz46jaevgqzflwcshzajm 339 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 339 8 apply apply VB work_5q5kihz46jaevgqzflwcshzajm 339 9 fuzzy fuzzy JJ work_5q5kihz46jaevgqzflwcshzajm 339 10 association association NN work_5q5kihz46jaevgqzflwcshzajm 339 11 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 339 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 339 13 find find VB work_5q5kihz46jaevgqzflwcshzajm 339 14 out out RP work_5q5kihz46jaevgqzflwcshzajm 339 15 the the DT work_5q5kihz46jaevgqzflwcshzajm 339 16 rela- rela- JJ work_5q5kihz46jaevgqzflwcshzajm 339 17 tionships tionship NNS work_5q5kihz46jaevgqzflwcshzajm 339 18 between between IN work_5q5kihz46jaevgqzflwcshzajm 339 19 each each DT work_5q5kihz46jaevgqzflwcshzajm 339 20 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 339 21 of of IN work_5q5kihz46jaevgqzflwcshzajm 339 22 a a DT work_5q5kihz46jaevgqzflwcshzajm 339 23 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 339 24 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 339 25 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 339 26 ; ; : work_5q5kihz46jaevgqzflwcshzajm 339 27 including include VBG work_5q5kihz46jaevgqzflwcshzajm 339 28 the the DT work_5q5kihz46jaevgqzflwcshzajm 339 29 time time NN work_5q5kihz46jaevgqzflwcshzajm 339 30 spent spend VBN work_5q5kihz46jaevgqzflwcshzajm 339 31 online online RB work_5q5kihz46jaevgqzflwcshzajm 339 32 , , , work_5q5kihz46jaevgqzflwcshzajm 339 33 number number NN work_5q5kihz46jaevgqzflwcshzajm 339 34 of of IN work_5q5kihz46jaevgqzflwcshzajm 339 35 read read NN work_5q5kihz46jaevgqzflwcshzajm 339 36 and and CC work_5q5kihz46jaevgqzflwcshzajm 339 37 published publish VBN work_5q5kihz46jaevgqzflwcshzajm 339 38 articles article NNS work_5q5kihz46jaevgqzflwcshzajm 339 39 , , , work_5q5kihz46jaevgqzflwcshzajm 339 40 number number NN work_5q5kihz46jaevgqzflwcshzajm 339 41 of of IN work_5q5kihz46jaevgqzflwcshzajm 339 42 asked ask VBN work_5q5kihz46jaevgqzflwcshzajm 339 43 questions question NNS work_5q5kihz46jaevgqzflwcshzajm 339 44 , , , work_5q5kihz46jaevgqzflwcshzajm 339 45 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 339 46 . . . work_5q5kihz46jaevgqzflwcshzajm 340 1 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 340 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 340 3 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 340 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 340 5 develops develop VBZ work_5q5kihz46jaevgqzflwcshzajm 340 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 340 7 portfolio portfolio NN work_5q5kihz46jaevgqzflwcshzajm 340 8 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 340 9 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 340 10 based base VBN work_5q5kihz46jaevgqzflwcshzajm 340 11 on on IN work_5q5kihz46jaevgqzflwcshzajm 340 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 340 13 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 340 14 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 340 15 . . . work_5q5kihz46jaevgqzflwcshzajm 341 1 He -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 341 2 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 341 3 associative associative JJ work_5q5kihz46jaevgqzflwcshzajm 341 4 material material NN work_5q5kihz46jaevgqzflwcshzajm 341 5 clusters cluster NNS work_5q5kihz46jaevgqzflwcshzajm 341 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 341 7 sequences sequence NNS work_5q5kihz46jaevgqzflwcshzajm 341 8 among among IN work_5q5kihz46jaevgqzflwcshzajm 341 9 them -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 341 10 . . . work_5q5kihz46jaevgqzflwcshzajm 342 1 This this DT work_5q5kihz46jaevgqzflwcshzajm 342 2 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 342 3 allows allow VBZ work_5q5kihz46jaevgqzflwcshzajm 342 4 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 342 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 342 6 study study VB work_5q5kihz46jaevgqzflwcshzajm 342 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 342 8 dynamic dynamic JJ work_5q5kihz46jaevgqzflwcshzajm 342 9 browsing browsing NN work_5q5kihz46jaevgqzflwcshzajm 342 10 struc- struc- XX work_5q5kihz46jaevgqzflwcshzajm 342 11 ture ture NN work_5q5kihz46jaevgqzflwcshzajm 342 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 342 13 to to TO work_5q5kihz46jaevgqzflwcshzajm 342 14 identify identify VB work_5q5kihz46jaevgqzflwcshzajm 342 15 interesting interesting JJ work_5q5kihz46jaevgqzflwcshzajm 342 16 or or CC work_5q5kihz46jaevgqzflwcshzajm 342 17 unexpected unexpected JJ work_5q5kihz46jaevgqzflwcshzajm 342 18 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 342 19 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 342 20 . . . work_5q5kihz46jaevgqzflwcshzajm 343 1 To to TO work_5q5kihz46jaevgqzflwcshzajm 343 2 do do VB work_5q5kihz46jaevgqzflwcshzajm 343 3 this this DT work_5q5kihz46jaevgqzflwcshzajm 343 4 , , , work_5q5kihz46jaevgqzflwcshzajm 343 5 he -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 343 6 discovers discover VBZ work_5q5kihz46jaevgqzflwcshzajm 343 7 two two CD work_5q5kihz46jaevgqzflwcshzajm 343 8 types type NNS work_5q5kihz46jaevgqzflwcshzajm 343 9 of of IN work_5q5kihz46jaevgqzflwcshzajm 343 10 relations relation NNS work_5q5kihz46jaevgqzflwcshzajm 343 11 : : : work_5q5kihz46jaevgqzflwcshzajm 343 12 association association NN work_5q5kihz46jaevgqzflwcshzajm 343 13 relations relation NNS work_5q5kihz46jaevgqzflwcshzajm 343 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 343 15 sequence sequence NN work_5q5kihz46jaevgqzflwcshzajm 343 16 relations relation NNS work_5q5kihz46jaevgqzflwcshzajm 343 17 between between IN work_5q5kihz46jaevgqzflwcshzajm 343 18 documents document NNS work_5q5kihz46jaevgqzflwcshzajm 343 19 . . . work_5q5kihz46jaevgqzflwcshzajm 344 1 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 344 2 , , , work_5q5kihz46jaevgqzflwcshzajm 344 3 Han Han NNP work_5q5kihz46jaevgqzflwcshzajm 344 4 , , , work_5q5kihz46jaevgqzflwcshzajm 344 5 Yang Yang NNP work_5q5kihz46jaevgqzflwcshzajm 344 6 , , , work_5q5kihz46jaevgqzflwcshzajm 344 7 Yang Yang NNP work_5q5kihz46jaevgqzflwcshzajm 344 8 , , , work_5q5kihz46jaevgqzflwcshzajm 344 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 344 10 Huang Huang NNP work_5q5kihz46jaevgqzflwcshzajm 344 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 344 12 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 344 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 344 14 use use VB work_5q5kihz46jaevgqzflwcshzajm 344 15 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 344 16 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 344 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 344 18 case case NN work_5q5kihz46jaevgqzflwcshzajm 344 19 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 344 20 based base VBN work_5q5kihz46jaevgqzflwcshzajm 344 21 reasoning reasoning NN work_5q5kihz46jaevgqzflwcshzajm 344 22 for for IN work_5q5kihz46jaevgqzflwcshzajm 344 23 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 344 24 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 344 25 . . . work_5q5kihz46jaevgqzflwcshzajm 345 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 345 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 345 3 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 345 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 345 5 classify classify VB work_5q5kihz46jaevgqzflwcshzajm 345 6 students student NNS work_5q5kihz46jaevgqzflwcshzajm 345 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 345 8 on on IN work_5q5kihz46jaevgqzflwcshzajm 345 9 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 345 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 345 11 actions action NNS work_5q5kihz46jaevgqzflwcshzajm 345 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 345 13 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 345 14 find find VBP work_5q5kihz46jaevgqzflwcshzajm 345 15 sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 345 16 associ- associ- IN work_5q5kihz46jaevgqzflwcshzajm 345 17 ation ation NN work_5q5kihz46jaevgqzflwcshzajm 345 18 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 345 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 345 20 different different JJ work_5q5kihz46jaevgqzflwcshzajm 345 21 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 345 22 points point NNS work_5q5kihz46jaevgqzflwcshzajm 345 23 . . . work_5q5kihz46jaevgqzflwcshzajm 346 1 Minaei- Minaei- NNP work_5q5kihz46jaevgqzflwcshzajm 346 2 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 346 3 , , , work_5q5kihz46jaevgqzflwcshzajm 346 4 Tan Tan NNP work_5q5kihz46jaevgqzflwcshzajm 346 5 , , , work_5q5kihz46jaevgqzflwcshzajm 346 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 346 7 Punch Punch NNP work_5q5kihz46jaevgqzflwcshzajm 346 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 346 9 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 346 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 346 11 propose propose NN work_5q5kihz46jaevgqzflwcshzajm 346 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 346 13 interesting interesting JJ work_5q5kihz46jaevgqzflwcshzajm 346 14 contrast contrast NN work_5q5kihz46jaevgqzflwcshzajm 346 15 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 346 16 for for IN work_5q5kihz46jaevgqzflwcshzajm 346 17 web web NN work_5q5kihz46jaevgqzflwcshzajm 346 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 346 19 based base VBN work_5q5kihz46jaevgqzflwcshzajm 346 20 education education NN work_5q5kihz46jaevgqzflwcshzajm 346 21 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 346 22 . . . work_5q5kihz46jaevgqzflwcshzajm 347 1 Con- Con- NNP work_5q5kihz46jaevgqzflwcshzajm 347 2 trast trast NN work_5q5kihz46jaevgqzflwcshzajm 347 3 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 347 4 help help VBP work_5q5kihz46jaevgqzflwcshzajm 347 5 one one PRP work_5q5kihz46jaevgqzflwcshzajm 347 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 347 7 identify identify VB work_5q5kihz46jaevgqzflwcshzajm 347 8 attributes attribute NNS work_5q5kihz46jaevgqzflwcshzajm 347 9 characterizing characterizing NN work_5q5kihz46jaevgqzflwcshzajm 347 10 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 347 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 347 12 performance performance NN work_5q5kihz46jaevgqzflwcshzajm 347 13 disparity disparity NN work_5q5kihz46jaevgqzflwcshzajm 347 14 between between IN work_5q5kihz46jaevgqzflwcshzajm 347 15 various various JJ work_5q5kihz46jaevgqzflwcshzajm 347 16 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 347 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 347 18 students student NNS work_5q5kihz46jaevgqzflwcshzajm 347 19 . . . work_5q5kihz46jaevgqzflwcshzajm 348 1 Markellou Markellou NNP work_5q5kihz46jaevgqzflwcshzajm 348 2 , , , work_5q5kihz46jaevgqzflwcshzajm 348 3 Mousourouli Mousourouli NNP work_5q5kihz46jaevgqzflwcshzajm 348 4 , , , work_5q5kihz46jaevgqzflwcshzajm 348 5 Spiros Spiros NNP work_5q5kihz46jaevgqzflwcshzajm 348 6 , , , work_5q5kihz46jaevgqzflwcshzajm 348 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 348 8 Tsakalidis Tsakalidis NNP work_5q5kihz46jaevgqzflwcshzajm 348 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 348 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 348 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 348 12 propose propose VB work_5q5kihz46jaevgqzflwcshzajm 348 13 an an DT work_5q5kihz46jaevgqzflwcshzajm 348 14 ontology ontology NN work_5q5kihz46jaevgqzflwcshzajm 348 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 348 16 based base VBN work_5q5kihz46jaevgqzflwcshzajm 348 17 frame- frame- NN work_5q5kihz46jaevgqzflwcshzajm 348 18 work work NN work_5q5kihz46jaevgqzflwcshzajm 348 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 348 20 discover discover VBP work_5q5kihz46jaevgqzflwcshzajm 348 21 association association NN work_5q5kihz46jaevgqzflwcshzajm 348 22 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 348 23 , , , work_5q5kihz46jaevgqzflwcshzajm 348 24 using use VBG work_5q5kihz46jaevgqzflwcshzajm 348 25 the the DT work_5q5kihz46jaevgqzflwcshzajm 348 26 a a FW work_5q5kihz46jaevgqzflwcshzajm 348 27 priori priori FW work_5q5kihz46jaevgqzflwcshzajm 348 28 algorithm algorithm NN work_5q5kihz46jaevgqzflwcshzajm 348 29 . . . work_5q5kihz46jaevgqzflwcshzajm 349 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 349 2 role role NN work_5q5kihz46jaevgqzflwcshzajm 349 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 349 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 349 5 ontology ontology NN work_5q5kihz46jaevgqzflwcshzajm 349 6 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 349 7 to to TO work_5q5kihz46jaevgqzflwcshzajm 349 8 determine determine VB work_5q5kihz46jaevgqzflwcshzajm 349 9 which which WDT work_5q5kihz46jaevgqzflwcshzajm 349 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 349 11 materials material NNS work_5q5kihz46jaevgqzflwcshzajm 349 12 are be VBP work_5q5kihz46jaevgqzflwcshzajm 349 13 more more RBR work_5q5kihz46jaevgqzflwcshzajm 349 14 suitable suitable JJ work_5q5kihz46jaevgqzflwcshzajm 349 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 349 16 be be VB work_5q5kihz46jaevgqzflwcshzajm 349 17 recom- recom- VBN work_5q5kihz46jaevgqzflwcshzajm 349 18 mended mend VBN work_5q5kihz46jaevgqzflwcshzajm 349 19 to to IN work_5q5kihz46jaevgqzflwcshzajm 349 20 the the DT work_5q5kihz46jaevgqzflwcshzajm 349 21 user user NN work_5q5kihz46jaevgqzflwcshzajm 349 22 . . . work_5q5kihz46jaevgqzflwcshzajm 350 1 • • UH work_5q5kihz46jaevgqzflwcshzajm 350 2 Well well RB work_5q5kihz46jaevgqzflwcshzajm 350 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 350 4 known know VBN work_5q5kihz46jaevgqzflwcshzajm 350 5 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 350 6 content content NN work_5q5kihz46jaevgqzflwcshzajm 350 7 management management NN work_5q5kihz46jaevgqzflwcshzajm 350 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 350 9 . . . work_5q5kihz46jaevgqzflwcshzajm 351 1 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 351 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 351 3 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 351 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 351 5 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 351 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 351 7 propose propose VB work_5q5kihz46jaevgqzflwcshzajm 351 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 351 9 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 351 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 351 11 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 351 12 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 351 13 based base VBN work_5q5kihz46jaevgqzflwcshzajm 351 14 on on IN work_5q5kihz46jaevgqzflwcshzajm 351 15 restrictions restriction NNS work_5q5kihz46jaevgqzflwcshzajm 351 16 , , , work_5q5kihz46jaevgqzflwcshzajm 351 17 to to TO work_5q5kihz46jaevgqzflwcshzajm 351 18 help help VB work_5q5kihz46jaevgqzflwcshzajm 351 19 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 351 20 evalu- evalu- NNS work_5q5kihz46jaevgqzflwcshzajm 351 21 ate eat VBD work_5q5kihz46jaevgqzflwcshzajm 351 22 students student NNS work_5q5kihz46jaevgqzflwcshzajm 351 23 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 351 24 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 351 25 in in IN work_5q5kihz46jaevgqzflwcshzajm 351 26 web web NN work_5q5kihz46jaevgqzflwcshzajm 351 27 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 351 28 . . . work_5q5kihz46jaevgqzflwcshzajm 352 1 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 352 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 352 3 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 352 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 352 5 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 352 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 352 7 also also RB work_5q5kihz46jaevgqzflwcshzajm 352 8 use use VBP work_5q5kihz46jaevgqzflwcshzajm 352 9 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 352 10 agents agent NNS work_5q5kihz46jaevgqzflwcshzajm 352 11 for for IN work_5q5kihz46jaevgqzflwcshzajm 352 12 e e NN work_5q5kihz46jaevgqzflwcshzajm 352 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 352 14 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 352 15 sys- sys- NN work_5q5kihz46jaevgqzflwcshzajm 352 16 tems tem NNS work_5q5kihz46jaevgqzflwcshzajm 352 17 which which WDT work_5q5kihz46jaevgqzflwcshzajm 352 18 use use VBP work_5q5kihz46jaevgqzflwcshzajm 352 19 association association NN work_5q5kihz46jaevgqzflwcshzajm 352 20 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 352 21 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 352 22 to to TO work_5q5kihz46jaevgqzflwcshzajm 352 23 discover discover VB work_5q5kihz46jaevgqzflwcshzajm 352 24 asso- asso- NN work_5q5kihz46jaevgqzflwcshzajm 352 25 ciations ciation NNS work_5q5kihz46jaevgqzflwcshzajm 352 26 between between IN work_5q5kihz46jaevgqzflwcshzajm 352 27 user user NN work_5q5kihz46jaevgqzflwcshzajm 352 28 actions action NNS work_5q5kihz46jaevgqzflwcshzajm 352 29 and and CC work_5q5kihz46jaevgqzflwcshzajm 352 30 URLs url NNS work_5q5kihz46jaevgqzflwcshzajm 352 31 . . . work_5q5kihz46jaevgqzflwcshzajm 353 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 353 2 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 353 3 recommends recommend VBZ work_5q5kihz46jaevgqzflwcshzajm 353 4 online online JJ work_5q5kihz46jaevgqzflwcshzajm 353 5 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 353 6 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 353 7 or or CC work_5q5kihz46jaevgqzflwcshzajm 353 8 shortcuts shortcut NNS work_5q5kihz46jaevgqzflwcshzajm 353 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 353 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 353 11 course course NN work_5q5kihz46jaevgqzflwcshzajm 353 12 web web NN work_5q5kihz46jaevgqzflwcshzajm 353 13 site site NN work_5q5kihz46jaevgqzflwcshzajm 353 14 based base VBN work_5q5kihz46jaevgqzflwcshzajm 353 15 on on IN work_5q5kihz46jaevgqzflwcshzajm 353 16 a a DT work_5q5kihz46jaevgqzflwcshzajm 353 17 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 353 18 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 353 19 access access NN work_5q5kihz46jaevgqzflwcshzajm 353 20 history history NN work_5q5kihz46jaevgqzflwcshzajm 353 21 . . . work_5q5kihz46jaevgqzflwcshzajm 354 1 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 354 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 354 3 Donnellan Donnellan NNP work_5q5kihz46jaevgqzflwcshzajm 354 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 354 5 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 354 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 354 7 analyze analyze VB work_5q5kihz46jaevgqzflwcshzajm 354 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 354 9 student student NN work_5q5kihz46jaevgqzflwcshzajm 354 10 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 354 11 individual individual JJ work_5q5kihz46jaevgqzflwcshzajm 354 12 ses- ses- NNS work_5q5kihz46jaevgqzflwcshzajm 354 13 sions sion NNS work_5q5kihz46jaevgqzflwcshzajm 354 14 . . . work_5q5kihz46jaevgqzflwcshzajm 355 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 355 2 first first RB work_5q5kihz46jaevgqzflwcshzajm 355 3 define define VBP work_5q5kihz46jaevgqzflwcshzajm 355 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 355 5 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 355 6 period period NN work_5q5kihz46jaevgqzflwcshzajm 355 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 355 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 355 9 time time NN work_5q5kihz46jaevgqzflwcshzajm 355 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 355 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 355 12 each each DT work_5q5kihz46jaevgqzflwcshzajm 355 13 student student NN work_5q5kihz46jaevgqzflwcshzajm 355 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 355 15 then then RB work_5q5kihz46jaevgqzflwcshzajm 355 16 split split VBN work_5q5kihz46jaevgqzflwcshzajm 355 17 web web NN work_5q5kihz46jaevgqzflwcshzajm 355 18 server server NN work_5q5kihz46jaevgqzflwcshzajm 355 19 log log NN work_5q5kihz46jaevgqzflwcshzajm 355 20 files file NNS work_5q5kihz46jaevgqzflwcshzajm 355 21 into into IN work_5q5kihz46jaevgqzflwcshzajm 355 22 indi- indi- JJ work_5q5kihz46jaevgqzflwcshzajm 355 23 vidual vidual JJ work_5q5kihz46jaevgqzflwcshzajm 355 24 sessions session NNS work_5q5kihz46jaevgqzflwcshzajm 355 25 , , , work_5q5kihz46jaevgqzflwcshzajm 355 26 calculate calculate VBP work_5q5kihz46jaevgqzflwcshzajm 355 27 session session NN work_5q5kihz46jaevgqzflwcshzajm 355 28 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 355 29 , , , work_5q5kihz46jaevgqzflwcshzajm 355 30 and and CC work_5q5kihz46jaevgqzflwcshzajm 355 31 search search VB work_5q5kihz46jaevgqzflwcshzajm 355 32 for for IN work_5q5kihz46jaevgqzflwcshzajm 355 33 session session NN work_5q5kihz46jaevgqzflwcshzajm 355 34 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 355 35 and and CC work_5q5kihz46jaevgqzflwcshzajm 355 36 time time NN work_5q5kihz46jaevgqzflwcshzajm 355 37 series series NN work_5q5kihz46jaevgqzflwcshzajm 355 38 . . . work_5q5kihz46jaevgqzflwcshzajm 356 1 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 356 2 , , , work_5q5kihz46jaevgqzflwcshzajm 356 3 Weng Weng NNP work_5q5kihz46jaevgqzflwcshzajm 356 4 , , , work_5q5kihz46jaevgqzflwcshzajm 356 5 Su Su NNP work_5q5kihz46jaevgqzflwcshzajm 356 6 , , , work_5q5kihz46jaevgqzflwcshzajm 356 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 356 8 Tseng Tseng NNP work_5q5kihz46jaevgqzflwcshzajm 356 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 356 10 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 356 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 356 12 propose propose VB work_5q5kihz46jaevgqzflwcshzajm 356 13 a a DT work_5q5kihz46jaevgqzflwcshzajm 356 14 four four CD work_5q5kihz46jaevgqzflwcshzajm 356 15 phase phase NN work_5q5kihz46jaevgqzflwcshzajm 356 16 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 356 17 portfo- portfo- NNP work_5q5kihz46jaevgqzflwcshzajm 356 18 lio lio NNP work_5q5kihz46jaevgqzflwcshzajm 356 19 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 356 20 approach approach NNP work_5q5kihz46jaevgqzflwcshzajm 356 21 , , , work_5q5kihz46jaevgqzflwcshzajm 356 22 which which WDT work_5q5kihz46jaevgqzflwcshzajm 356 23 use use VBP work_5q5kihz46jaevgqzflwcshzajm 356 24 sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 356 25 pattern pattern NN work_5q5kihz46jaevgqzflwcshzajm 356 26 min- min- NNP work_5q5kihz46jaevgqzflwcshzajm 356 27 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 356 28 , , , work_5q5kihz46jaevgqzflwcshzajm 356 29 clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 356 30 and and CC work_5q5kihz46jaevgqzflwcshzajm 356 31 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 356 32 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 356 33 creation creation NN work_5q5kihz46jaevgqzflwcshzajm 356 34 sequentially sequentially RB work_5q5kihz46jaevgqzflwcshzajm 356 35 , , , work_5q5kihz46jaevgqzflwcshzajm 356 36 to to TO work_5q5kihz46jaevgqzflwcshzajm 356 37 extract extract VB work_5q5kihz46jaevgqzflwcshzajm 356 38 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 356 39 features feature NNS work_5q5kihz46jaevgqzflwcshzajm 356 40 to to TO work_5q5kihz46jaevgqzflwcshzajm 356 41 create create VB work_5q5kihz46jaevgqzflwcshzajm 356 42 a a DT work_5q5kihz46jaevgqzflwcshzajm 356 43 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 356 44 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 356 45 to to TO work_5q5kihz46jaevgqzflwcshzajm 356 46 pre- pre- VB work_5q5kihz46jaevgqzflwcshzajm 356 47 dict dict NN work_5q5kihz46jaevgqzflwcshzajm 356 48 which which WDT work_5q5kihz46jaevgqzflwcshzajm 356 49 group group NN work_5q5kihz46jaevgqzflwcshzajm 356 50 a a DT work_5q5kihz46jaevgqzflwcshzajm 356 51 new new JJ work_5q5kihz46jaevgqzflwcshzajm 356 52 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 356 53 belongs belong VBZ work_5q5kihz46jaevgqzflwcshzajm 356 54 to to TO work_5q5kihz46jaevgqzflwcshzajm 356 55 . . . work_5q5kihz46jaevgqzflwcshzajm 357 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 357 2 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 357 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 357 4 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 357 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 357 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 357 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 357 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 357 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 357 10 . . . work_5q5kihz46jaevgqzflwcshzajm 358 1 Lu Lu NNP work_5q5kihz46jaevgqzflwcshzajm 358 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 358 3 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 358 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 358 5 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 358 6 association association NNP work_5q5kihz46jaevgqzflwcshzajm 358 7 fuzzy fuzzy JJ work_5q5kihz46jaevgqzflwcshzajm 358 8 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 358 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 358 10 a a DT work_5q5kihz46jaevgqzflwcshzajm 358 11 personalized personalized JJ work_5q5kihz46jaevgqzflwcshzajm 358 12 e e NNP work_5q5kihz46jaevgqzflwcshzajm 358 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 358 14 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 358 15 material material NN work_5q5kihz46jaevgqzflwcshzajm 358 16 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 358 17 system system NN work_5q5kihz46jaevgqzflwcshzajm 358 18 . . . work_5q5kihz46jaevgqzflwcshzajm 359 1 He -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 359 2 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 359 3 fuzzy fuzzy JJ work_5q5kihz46jaevgqzflwcshzajm 359 4 matching matching NN work_5q5kihz46jaevgqzflwcshzajm 359 5 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 359 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 359 7 discover discover VB work_5q5kihz46jaevgqzflwcshzajm 359 8 associations association NNS work_5q5kihz46jaevgqzflwcshzajm 359 9 between between IN work_5q5kihz46jaevgqzflwcshzajm 359 10 stu- stu- NN work_5q5kihz46jaevgqzflwcshzajm 359 11 dent dent NN work_5q5kihz46jaevgqzflwcshzajm 359 12 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 359 13 requirements requirement NNS work_5q5kihz46jaevgqzflwcshzajm 359 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 359 15 a a DT work_5q5kihz46jaevgqzflwcshzajm 359 16 list list NN work_5q5kihz46jaevgqzflwcshzajm 359 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 359 18 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 359 19 materials material NNS work_5q5kihz46jaevgqzflwcshzajm 359 20 . . . work_5q5kihz46jaevgqzflwcshzajm 360 1 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 360 2 et et NNP work_5q5kihz46jaevgqzflwcshzajm 360 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 360 4 . . . work_5q5kihz46jaevgqzflwcshzajm 361 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 361 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 361 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 361 4 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 361 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 361 6 use use VB work_5q5kihz46jaevgqzflwcshzajm 361 7 grammar grammar NN work_5q5kihz46jaevgqzflwcshzajm 361 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 361 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 361 10 genetic genetic JJ work_5q5kihz46jaevgqzflwcshzajm 361 11 programming programming NN work_5q5kihz46jaevgqzflwcshzajm 361 12 with with IN work_5q5kihz46jaevgqzflwcshzajm 361 13 multi multi JJ work_5q5kihz46jaevgqzflwcshzajm 361 14 - - JJ work_5q5kihz46jaevgqzflwcshzajm 361 15 objective objective JJ work_5q5kihz46jaevgqzflwcshzajm 361 16 optimization optimization NN work_5q5kihz46jaevgqzflwcshzajm 361 17 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 361 18 for for IN work_5q5kihz46jaevgqzflwcshzajm 361 19 providing provide VBG work_5q5kihz46jaevgqzflwcshzajm 361 20 a a DT work_5q5kihz46jaevgqzflwcshzajm 361 21 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 361 22 to to TO work_5q5kihz46jaevgqzflwcshzajm 361 23 courseware courseware VB work_5q5kihz46jaevgqzflwcshzajm 361 24 authors author NNS work_5q5kihz46jaevgqzflwcshzajm 361 25 . . . work_5q5kihz46jaevgqzflwcshzajm 362 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 362 2 discover discover VBP work_5q5kihz46jaevgqzflwcshzajm 362 3 interesting interesting JJ work_5q5kihz46jaevgqzflwcshzajm 362 4 relationships relationship NNS work_5q5kihz46jaevgqzflwcshzajm 362 5 from from IN work_5q5kihz46jaevgqzflwcshzajm 362 6 student student NN work_5q5kihz46jaevgqzflwcshzajm 362 7 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 362 8 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 362 9 information information NN work_5q5kihz46jaevgqzflwcshzajm 362 10 . . . work_5q5kihz46jaevgqzflwcshzajm 363 1 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 363 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 363 3 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 363 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 363 5 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 363 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 363 7 use use VBP work_5q5kihz46jaevgqzflwcshzajm 363 8 association association NNP work_5q5kihz46jaevgqzflwcshzajm 363 9 rule rule NN work_5q5kihz46jaevgqzflwcshzajm 363 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 363 11 symbolic symbolic JJ work_5q5kihz46jaevgqzflwcshzajm 363 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 363 13 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 363 14 , , , work_5q5kihz46jaevgqzflwcshzajm 363 15 as as RB work_5q5kihz46jaevgqzflwcshzajm 363 16 well well RB work_5q5kihz46jaevgqzflwcshzajm 363 17 as as IN work_5q5kihz46jaevgqzflwcshzajm 363 18 traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 363 19 SQL SQL NNP work_5q5kihz46jaevgqzflwcshzajm 363 20 queries query NNS work_5q5kihz46jaevgqzflwcshzajm 363 21 to to IN work_5q5kihz46jaevgqzflwcshzajm 363 22 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 363 23 student student NN work_5q5kihz46jaevgqzflwcshzajm 363 24 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 363 25 captured capture VBN work_5q5kihz46jaevgqzflwcshzajm 363 26 from from IN work_5q5kihz46jaevgqzflwcshzajm 363 27 a a DT work_5q5kihz46jaevgqzflwcshzajm 363 28 web web NN work_5q5kihz46jaevgqzflwcshzajm 363 29 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 363 30 based base VBN work_5q5kihz46jaevgqzflwcshzajm 363 31 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 363 32 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 363 33 . . . work_5q5kihz46jaevgqzflwcshzajm 364 1 Their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 364 2 goal goal NN work_5q5kihz46jaevgqzflwcshzajm 364 3 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 364 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 364 5 find find VB work_5q5kihz46jaevgqzflwcshzajm 364 6 mistakes mistake NNS work_5q5kihz46jaevgqzflwcshzajm 364 7 that that WDT work_5q5kihz46jaevgqzflwcshzajm 364 8 often often RB work_5q5kihz46jaevgqzflwcshzajm 364 9 occur occur VBP work_5q5kihz46jaevgqzflwcshzajm 364 10 together together RB work_5q5kihz46jaevgqzflwcshzajm 364 11 . . . work_5q5kihz46jaevgqzflwcshzajm 365 1 Frey- Frey- NNP work_5q5kihz46jaevgqzflwcshzajm 365 2 berger berger NNP work_5q5kihz46jaevgqzflwcshzajm 365 3 , , , work_5q5kihz46jaevgqzflwcshzajm 365 4 Heffernan Heffernan NNP work_5q5kihz46jaevgqzflwcshzajm 365 5 , , , work_5q5kihz46jaevgqzflwcshzajm 365 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 365 7 Ruiz Ruiz NNP work_5q5kihz46jaevgqzflwcshzajm 365 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 365 9 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 365 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 365 11 use use VBP work_5q5kihz46jaevgqzflwcshzajm 365 12 association association NN work_5q5kihz46jaevgqzflwcshzajm 365 13 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 365 14 to to TO work_5q5kihz46jaevgqzflwcshzajm 365 15 guide guide VB work_5q5kihz46jaevgqzflwcshzajm 365 16 a a DT work_5q5kihz46jaevgqzflwcshzajm 365 17 search search NN work_5q5kihz46jaevgqzflwcshzajm 365 18 for for IN work_5q5kihz46jaevgqzflwcshzajm 365 19 best good JJS work_5q5kihz46jaevgqzflwcshzajm 365 20 fitting fitting JJ work_5q5kihz46jaevgqzflwcshzajm 365 21 transfer transfer NN work_5q5kihz46jaevgqzflwcshzajm 365 22 model model NN work_5q5kihz46jaevgqzflwcshzajm 365 23 of of IN work_5q5kihz46jaevgqzflwcshzajm 365 24 stu- stu- JJ work_5q5kihz46jaevgqzflwcshzajm 365 25 dent dent NN work_5q5kihz46jaevgqzflwcshzajm 365 26 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 365 27 in in IN work_5q5kihz46jaevgqzflwcshzajm 365 28 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 365 29 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 365 30 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 365 31 . . . work_5q5kihz46jaevgqzflwcshzajm 366 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 366 2 associ- associ- JJ work_5q5kihz46jaevgqzflwcshzajm 366 3 ation ation NN work_5q5kihz46jaevgqzflwcshzajm 366 4 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 366 5 determine determine VBP work_5q5kihz46jaevgqzflwcshzajm 366 6 what what WDT work_5q5kihz46jaevgqzflwcshzajm 366 7 operation operation NN work_5q5kihz46jaevgqzflwcshzajm 366 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 366 9 perform perform VB work_5q5kihz46jaevgqzflwcshzajm 366 10 on on IN work_5q5kihz46jaevgqzflwcshzajm 366 11 the the DT work_5q5kihz46jaevgqzflwcshzajm 366 12 transfer transfer NN work_5q5kihz46jaevgqzflwcshzajm 366 13 model model NN work_5q5kihz46jaevgqzflwcshzajm 366 14 that that WDT work_5q5kihz46jaevgqzflwcshzajm 366 15 predict predict VBP work_5q5kihz46jaevgqzflwcshzajm 366 16 a a DT work_5q5kihz46jaevgqzflwcshzajm 366 17 student student NN work_5q5kihz46jaevgqzflwcshzajm 366 18 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 366 19 success success NN work_5q5kihz46jaevgqzflwcshzajm 366 20 . . . work_5q5kihz46jaevgqzflwcshzajm 367 1 4.2.3 4.2.3 NNP work_5q5kihz46jaevgqzflwcshzajm 367 2 . . . work_5q5kihz46jaevgqzflwcshzajm 368 1 Text text NN work_5q5kihz46jaevgqzflwcshzajm 368 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 368 3 Text Text NNP work_5q5kihz46jaevgqzflwcshzajm 368 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 368 5 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 368 6 can can MD work_5q5kihz46jaevgqzflwcshzajm 368 7 be be VB work_5q5kihz46jaevgqzflwcshzajm 368 8 viewed view VBN work_5q5kihz46jaevgqzflwcshzajm 368 9 as as IN work_5q5kihz46jaevgqzflwcshzajm 368 10 an an DT work_5q5kihz46jaevgqzflwcshzajm 368 11 extension extension NN work_5q5kihz46jaevgqzflwcshzajm 368 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 368 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 368 14 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 368 15 to to IN work_5q5kihz46jaevgqzflwcshzajm 368 16 text text NN work_5q5kihz46jaevgqzflwcshzajm 368 17 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 368 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 368 19 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 368 20 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 368 21 very very RB work_5q5kihz46jaevgqzflwcshzajm 368 22 related related JJ work_5q5kihz46jaevgqzflwcshzajm 368 23 to to IN work_5q5kihz46jaevgqzflwcshzajm 368 24 web web NN work_5q5kihz46jaevgqzflwcshzajm 368 25 con- con- NNP work_5q5kihz46jaevgqzflwcshzajm 368 26 tent tent NN work_5q5kihz46jaevgqzflwcshzajm 368 27 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 368 28 . . . work_5q5kihz46jaevgqzflwcshzajm 369 1 It -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 369 2 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 369 3 an an DT work_5q5kihz46jaevgqzflwcshzajm 369 4 interdisciplinary interdisciplinary JJ work_5q5kihz46jaevgqzflwcshzajm 369 5 area area NN work_5q5kihz46jaevgqzflwcshzajm 369 6 involving involve VBG work_5q5kihz46jaevgqzflwcshzajm 369 7 machine machine NN work_5q5kihz46jaevgqzflwcshzajm 369 8 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 369 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 369 10 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 369 11 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 369 12 , , , work_5q5kihz46jaevgqzflwcshzajm 369 13 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 369 14 , , , work_5q5kihz46jaevgqzflwcshzajm 369 15 information information NN work_5q5kihz46jaevgqzflwcshzajm 369 16 retrieval retrieval NN work_5q5kihz46jaevgqzflwcshzajm 369 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 369 18 natural natural JJ work_5q5kihz46jaevgqzflwcshzajm 369 19 language language NN work_5q5kihz46jaevgqzflwcshzajm 369 20 processing processing NN work_5q5kihz46jaevgqzflwcshzajm 369 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 369 22 Grobelnik Grobelnik NNP work_5q5kihz46jaevgqzflwcshzajm 369 23 , , , work_5q5kihz46jaevgqzflwcshzajm 369 24 Mladenic Mladenic NNP work_5q5kihz46jaevgqzflwcshzajm 369 25 , , , work_5q5kihz46jaevgqzflwcshzajm 369 26 & & CC work_5q5kihz46jaevgqzflwcshzajm 369 27 Jermol Jermol NNP work_5q5kihz46jaevgqzflwcshzajm 369 28 , , , work_5q5kihz46jaevgqzflwcshzajm 369 29 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 369 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 369 31 . . . work_5q5kihz46jaevgqzflwcshzajm 370 1 Text text NN work_5q5kihz46jaevgqzflwcshzajm 370 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 370 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 370 4 work work VB work_5q5kihz46jaevgqzflwcshzajm 370 5 with with IN work_5q5kihz46jaevgqzflwcshzajm 370 6 unstructured unstructured JJ work_5q5kihz46jaevgqzflwcshzajm 370 7 or or CC work_5q5kihz46jaevgqzflwcshzajm 370 8 semi semi JJ work_5q5kihz46jaevgqzflwcshzajm 370 9 - - JJ work_5q5kihz46jaevgqzflwcshzajm 370 10 structured structured JJ work_5q5kihz46jaevgqzflwcshzajm 370 11 datasets dataset NNS work_5q5kihz46jaevgqzflwcshzajm 370 12 such such JJ work_5q5kihz46jaevgqzflwcshzajm 370 13 as as IN work_5q5kihz46jaevgqzflwcshzajm 370 14 full full JJ work_5q5kihz46jaevgqzflwcshzajm 370 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 370 16 text text NN work_5q5kihz46jaevgqzflwcshzajm 370 17 documents document NNS work_5q5kihz46jaevgqzflwcshzajm 370 18 , , , work_5q5kihz46jaevgqzflwcshzajm 370 19 HTML html NN work_5q5kihz46jaevgqzflwcshzajm 370 20 files file NNS work_5q5kihz46jaevgqzflwcshzajm 370 21 , , , work_5q5kihz46jaevgqzflwcshzajm 370 22 emails email NNS work_5q5kihz46jaevgqzflwcshzajm 370 23 , , , work_5q5kihz46jaevgqzflwcshzajm 370 24 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 370 25 . . . work_5q5kihz46jaevgqzflwcshzajm 371 1 Next next RB work_5q5kihz46jaevgqzflwcshzajm 371 2 , , , work_5q5kihz46jaevgqzflwcshzajm 371 3 we -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 371 4 describe describe VBP work_5q5kihz46jaevgqzflwcshzajm 371 5 some some DT work_5q5kihz46jaevgqzflwcshzajm 371 6 works work NNS work_5q5kihz46jaevgqzflwcshzajm 371 7 on on IN work_5q5kihz46jaevgqzflwcshzajm 371 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 371 9 application application NN work_5q5kihz46jaevgqzflwcshzajm 371 10 of of IN work_5q5kihz46jaevgqzflwcshzajm 371 11 these these DT work_5q5kihz46jaevgqzflwcshzajm 371 12 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 371 13 in in IN work_5q5kihz46jaevgqzflwcshzajm 371 14 differ- differ- JJ work_5q5kihz46jaevgqzflwcshzajm 371 15 ent ent NN work_5q5kihz46jaevgqzflwcshzajm 371 16 types type NNS work_5q5kihz46jaevgqzflwcshzajm 371 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 371 18 web web NN work_5q5kihz46jaevgqzflwcshzajm 371 19 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 371 20 based base VBN work_5q5kihz46jaevgqzflwcshzajm 371 21 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 371 22 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 371 23 : : : work_5q5kihz46jaevgqzflwcshzajm 371 24 • • NNP work_5q5kihz46jaevgqzflwcshzajm 371 25 Particular particular JJ work_5q5kihz46jaevgqzflwcshzajm 371 26 web web NN work_5q5kihz46jaevgqzflwcshzajm 371 27 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 371 28 based base VBN work_5q5kihz46jaevgqzflwcshzajm 371 29 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 371 30 . . . work_5q5kihz46jaevgqzflwcshzajm 372 1 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 372 2 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 372 3 2004a 2004a CD work_5q5kihz46jaevgqzflwcshzajm 372 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 372 5 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 372 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 372 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 372 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 372 9 text text NN work_5q5kihz46jaevgqzflwcshzajm 372 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 372 11 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 372 12 for for IN work_5q5kihz46jaevgqzflwcshzajm 372 13 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 372 14 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 372 15 in in IN work_5q5kihz46jaevgqzflwcshzajm 372 16 an an DT work_5q5kihz46jaevgqzflwcshzajm 372 17 ILMS ILMS NNP work_5q5kihz46jaevgqzflwcshzajm 372 18 . . . work_5q5kihz46jaevgqzflwcshzajm 373 1 She -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 373 2 uses use VBZ work_5q5kihz46jaevgqzflwcshzajm 373 3 text text NN work_5q5kihz46jaevgqzflwcshzajm 373 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 373 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 373 6 discussion discussion NN work_5q5kihz46jaevgqzflwcshzajm 373 7 board board NNP work_5q5kihz46jaevgqzflwcshzajm 373 8 an an DT work_5q5kihz46jaevgqzflwcshzajm 373 9 expanded expand VBN work_5q5kihz46jaevgqzflwcshzajm 373 10 correspondence correspondence NN work_5q5kihz46jaevgqzflwcshzajm 373 11 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 373 12 . . . work_5q5kihz46jaevgqzflwcshzajm 374 1 Learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 374 2 select select VBP work_5q5kihz46jaevgqzflwcshzajm 374 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 374 4 relevant relevant JJ work_5q5kihz46jaevgqzflwcshzajm 374 5 category category NN work_5q5kihz46jaevgqzflwcshzajm 374 6 which which WDT work_5q5kihz46jaevgqzflwcshzajm 374 7 represent represent VBP work_5q5kihz46jaevgqzflwcshzajm 374 8 his -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 374 9 / / SYM work_5q5kihz46jaevgqzflwcshzajm 374 10 her -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 374 11 com- com- NN work_5q5kihz46jaevgqzflwcshzajm 374 12 ment ment NN work_5q5kihz46jaevgqzflwcshzajm 374 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 374 14 the the DT work_5q5kihz46jaevgqzflwcshzajm 374 15 system system NN work_5q5kihz46jaevgqzflwcshzajm 374 16 provides provide VBZ work_5q5kihz46jaevgqzflwcshzajm 374 17 evaluations evaluation NNS work_5q5kihz46jaevgqzflwcshzajm 374 18 for for IN work_5q5kihz46jaevgqzflwcshzajm 374 19 a a DT work_5q5kihz46jaevgqzflwcshzajm 374 20 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 374 21 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 374 22 comments comment NNS work_5q5kihz46jaevgqzflwcshzajm 374 23 between between IN work_5q5kihz46jaevgqzflwcshzajm 374 24 peers peer NNS work_5q5kihz46jaevgqzflwcshzajm 374 25 . . . work_5q5kihz46jaevgqzflwcshzajm 375 1 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 375 2 , , , work_5q5kihz46jaevgqzflwcshzajm 375 3 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 375 4 , , , work_5q5kihz46jaevgqzflwcshzajm 375 5 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 375 6 , , , work_5q5kihz46jaevgqzflwcshzajm 375 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 375 8 Jia Jia NNP work_5q5kihz46jaevgqzflwcshzajm 375 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 375 10 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 375 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 375 12 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 375 13 to to TO work_5q5kihz46jaevgqzflwcshzajm 375 14 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 375 15 construct construct VB work_5q5kihz46jaevgqzflwcshzajm 375 16 an an DT work_5q5kihz46jaevgqzflwcshzajm 375 17 e e NN work_5q5kihz46jaevgqzflwcshzajm 375 18 - - NN work_5q5kihz46jaevgqzflwcshzajm 375 19 textbook textbook NN work_5q5kihz46jaevgqzflwcshzajm 375 20 via via IN work_5q5kihz46jaevgqzflwcshzajm 375 21 web web NN work_5q5kihz46jaevgqzflwcshzajm 375 22 content content NN work_5q5kihz46jaevgqzflwcshzajm 375 23 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 375 24 . . . work_5q5kihz46jaevgqzflwcshzajm 376 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 376 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 376 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 376 4 ranking ranking JJ work_5q5kihz46jaevgqzflwcshzajm 376 5 strategy strategy NN work_5q5kihz46jaevgqzflwcshzajm 376 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 376 7 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 376 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 376 9 web web NN work_5q5kihz46jaevgqzflwcshzajm 376 10 page page NN work_5q5kihz46jaevgqzflwcshzajm 376 11 suitability suitability NN work_5q5kihz46jaevgqzflwcshzajm 376 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 376 13 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 376 14 extract extract VBP work_5q5kihz46jaevgqzflwcshzajm 376 15 con- con- NN work_5q5kihz46jaevgqzflwcshzajm 376 16 cept cept NN work_5q5kihz46jaevgqzflwcshzajm 376 17 features feature NNS work_5q5kihz46jaevgqzflwcshzajm 376 18 and and CC work_5q5kihz46jaevgqzflwcshzajm 376 19 build build VB work_5q5kihz46jaevgqzflwcshzajm 376 20 concept concept NN work_5q5kihz46jaevgqzflwcshzajm 376 21 hierarchies hierarchy NNS work_5q5kihz46jaevgqzflwcshzajm 376 22 . . . work_5q5kihz46jaevgqzflwcshzajm 377 1 Tane Tane NNP work_5q5kihz46jaevgqzflwcshzajm 377 2 , , , work_5q5kihz46jaevgqzflwcshzajm 377 3 Sch- Sch- NNP work_5q5kihz46jaevgqzflwcshzajm 377 4 mitz mitz JJ work_5q5kihz46jaevgqzflwcshzajm 377 5 , , , work_5q5kihz46jaevgqzflwcshzajm 377 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 377 7 Stumme Stumme NNP work_5q5kihz46jaevgqzflwcshzajm 377 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 377 9 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 377 10 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 377 11 propose propose VB work_5q5kihz46jaevgqzflwcshzajm 377 12 an an DT work_5q5kihz46jaevgqzflwcshzajm 377 13 ontology ontology NN work_5q5kihz46jaevgqzflwcshzajm 377 14 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 377 15 based base VBN work_5q5kihz46jaevgqzflwcshzajm 377 16 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 377 17 to to TO work_5q5kihz46jaevgqzflwcshzajm 377 18 make make VB work_5q5kihz46jaevgqzflwcshzajm 377 19 the the DT work_5q5kihz46jaevgqzflwcshzajm 377 20 most most JJS work_5q5kihz46jaevgqzflwcshzajm 377 21 of of IN work_5q5kihz46jaevgqzflwcshzajm 377 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 377 23 resources resource NNS work_5q5kihz46jaevgqzflwcshzajm 377 24 available available JJ work_5q5kihz46jaevgqzflwcshzajm 377 25 on on IN work_5q5kihz46jaevgqzflwcshzajm 377 26 the the DT work_5q5kihz46jaevgqzflwcshzajm 377 27 web web NN work_5q5kihz46jaevgqzflwcshzajm 377 28 . . . work_5q5kihz46jaevgqzflwcshzajm 378 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 378 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 378 3 text text NN work_5q5kihz46jaevgqzflwcshzajm 378 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 378 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 378 6 text text NN work_5q5kihz46jaevgqzflwcshzajm 378 7 clustering cluster VBG work_5q5kihz46jaevgqzflwcshzajm 378 8 tech- tech- JJ work_5q5kihz46jaevgqzflwcshzajm 378 9 niques nique NNS work_5q5kihz46jaevgqzflwcshzajm 378 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 378 11 order order NN work_5q5kihz46jaevgqzflwcshzajm 378 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 378 13 group group VB work_5q5kihz46jaevgqzflwcshzajm 378 14 documents document NNS work_5q5kihz46jaevgqzflwcshzajm 378 15 according accord VBG work_5q5kihz46jaevgqzflwcshzajm 378 16 to to IN work_5q5kihz46jaevgqzflwcshzajm 378 17 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 378 18 topics topic NNS work_5q5kihz46jaevgqzflwcshzajm 378 19 and and CC work_5q5kihz46jaevgqzflwcshzajm 378 20 similarities similarity NNS work_5q5kihz46jaevgqzflwcshzajm 378 21 . . . work_5q5kihz46jaevgqzflwcshzajm 379 1 Hammouda Hammouda NNP work_5q5kihz46jaevgqzflwcshzajm 379 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 379 3 Kamel Kamel NNP work_5q5kihz46jaevgqzflwcshzajm 379 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 379 5 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 379 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 379 7 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 379 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 379 9 perform perform VB work_5q5kihz46jaevgqzflwcshzajm 379 10 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 379 11 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 379 12 on on IN work_5q5kihz46jaevgqzflwcshzajm 379 13 documents document NNS work_5q5kihz46jaevgqzflwcshzajm 379 14 , , , work_5q5kihz46jaevgqzflwcshzajm 379 15 which which WDT work_5q5kihz46jaevgqzflwcshzajm 379 16 serves serve VBZ work_5q5kihz46jaevgqzflwcshzajm 379 17 as as IN work_5q5kihz46jaevgqzflwcshzajm 379 18 a a DT work_5q5kihz46jaevgqzflwcshzajm 379 19 basis basis NN work_5q5kihz46jaevgqzflwcshzajm 379 20 for for IN work_5q5kihz46jaevgqzflwcshzajm 379 21 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 379 22 extraction extraction NN work_5q5kihz46jaevgqzflwcshzajm 379 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 379 24 e e NN work_5q5kihz46jaevgqzflwcshzajm 379 25 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 379 26 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 379 27 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 379 28 . . . work_5q5kihz46jaevgqzflwcshzajm 380 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 380 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 380 3 process process NN work_5q5kihz46jaevgqzflwcshzajm 380 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 380 5 text text NN work_5q5kihz46jaevgqzflwcshzajm 380 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 380 7 , , , work_5q5kihz46jaevgqzflwcshzajm 380 8 a a DT work_5q5kihz46jaevgqzflwcshzajm 380 9 grouping grouping NN work_5q5kihz46jaevgqzflwcshzajm 380 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 380 11 clustering clustering NN work_5q5kihz46jaevgqzflwcshzajm 380 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 380 13 approach approach NN work_5q5kihz46jaevgqzflwcshzajm 380 14 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 380 15 also also RB work_5q5kihz46jaevgqzflwcshzajm 380 16 employed employ VBN work_5q5kihz46jaevgqzflwcshzajm 380 17 to to TO work_5q5kihz46jaevgqzflwcshzajm 380 18 identify identify VB work_5q5kihz46jaevgqzflwcshzajm 380 19 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 380 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 380 21 documents document NNS work_5q5kihz46jaevgqzflwcshzajm 380 22 . . . work_5q5kihz46jaevgqzflwcshzajm 381 1 • • UH work_5q5kihz46jaevgqzflwcshzajm 381 2 Well well RB work_5q5kihz46jaevgqzflwcshzajm 381 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 381 4 known know VBN work_5q5kihz46jaevgqzflwcshzajm 381 5 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 381 6 content content NN work_5q5kihz46jaevgqzflwcshzajm 381 7 management management NN work_5q5kihz46jaevgqzflwcshzajm 381 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 381 9 . . . work_5q5kihz46jaevgqzflwcshzajm 382 1 Drin- drin- JJ work_5q5kihz46jaevgqzflwcshzajm 382 2 gus gus NNP work_5q5kihz46jaevgqzflwcshzajm 382 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 382 4 Ellis Ellis NNP work_5q5kihz46jaevgqzflwcshzajm 382 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 382 6 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 382 7 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 382 8 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 382 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 382 10 use use VB work_5q5kihz46jaevgqzflwcshzajm 382 11 text text NN work_5q5kihz46jaevgqzflwcshzajm 382 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 382 13 as as IN work_5q5kihz46jaevgqzflwcshzajm 382 14 a a DT work_5q5kihz46jaevgqzflwcshzajm 382 15 strategy strategy NN work_5q5kihz46jaevgqzflwcshzajm 382 16 for for IN work_5q5kihz46jaevgqzflwcshzajm 382 17 assessing assess VBG work_5q5kihz46jaevgqzflwcshzajm 382 18 asynchronous asynchronous JJ work_5q5kihz46jaevgqzflwcshzajm 382 19 discussion discussion NN work_5q5kihz46jaevgqzflwcshzajm 382 20 forums forum NNS work_5q5kihz46jaevgqzflwcshzajm 382 21 . . . work_5q5kihz46jaevgqzflwcshzajm 383 1 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 383 2 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 383 3 , , , work_5q5kihz46jaevgqzflwcshzajm 383 4 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 383 5 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 383 6 / / SYM work_5q5kihz46jaevgqzflwcshzajm 383 7 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 383 8 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 383 9 with with IN work_5q5kihz46jaevgqzflwcshzajm 383 10 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 383 11 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 383 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 383 13 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 383 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 383 15 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 383 16 143 143 CD work_5q5kihz46jaevgqzflwcshzajm 383 17 A a NN work_5q5kihz46jaevgqzflwcshzajm 383 18 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 383 19 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 383 20 r r NN work_5q5kihz46jaevgqzflwcshzajm 383 21 's 's POS work_5q5kihz46jaevgqzflwcshzajm 383 22 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 383 23 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 383 24 on on IN work_5q5kihz46jaevgqzflwcshzajm 383 25 al al NNP work_5q5kihz46jaevgqzflwcshzajm 383 26 co co NNP work_5q5kihz46jaevgqzflwcshzajm 383 27 py py NNP work_5q5kihz46jaevgqzflwcshzajm 383 28 Text Text NNP work_5q5kihz46jaevgqzflwcshzajm 383 29 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 383 30 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 383 31 improve improve VBP work_5q5kihz46jaevgqzflwcshzajm 383 32 the the DT work_5q5kihz46jaevgqzflwcshzajm 383 33 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 383 34 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 383 35 ability ability NN work_5q5kihz46jaevgqzflwcshzajm 383 36 to to TO work_5q5kihz46jaevgqzflwcshzajm 383 37 evaluate evaluate VB work_5q5kihz46jaevgqzflwcshzajm 383 38 the the DT work_5q5kihz46jaevgqzflwcshzajm 383 39 progress progress NN work_5q5kihz46jaevgqzflwcshzajm 383 40 of of IN work_5q5kihz46jaevgqzflwcshzajm 383 41 a a DT work_5q5kihz46jaevgqzflwcshzajm 383 42 thread thread NN work_5q5kihz46jaevgqzflwcshzajm 383 43 discussion discussion NN work_5q5kihz46jaevgqzflwcshzajm 383 44 . . . work_5q5kihz46jaevgqzflwcshzajm 384 1 Bari Bari NNP work_5q5kihz46jaevgqzflwcshzajm 384 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 384 3 Benzater Benzater NNP work_5q5kihz46jaevgqzflwcshzajm 384 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 384 5 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 384 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 384 7 retrieve retrieve VBP work_5q5kihz46jaevgqzflwcshzajm 384 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 384 9 from from IN work_5q5kihz46jaevgqzflwcshzajm 384 10 pdf pdf NNP work_5q5kihz46jaevgqzflwcshzajm 384 11 interactive interactive JJ work_5q5kihz46jaevgqzflwcshzajm 384 12 multi- multi- NNP work_5q5kihz46jaevgqzflwcshzajm 384 13 media medium NNS work_5q5kihz46jaevgqzflwcshzajm 384 14 productions production NNS work_5q5kihz46jaevgqzflwcshzajm 384 15 for for IN work_5q5kihz46jaevgqzflwcshzajm 384 16 helping help VBG work_5q5kihz46jaevgqzflwcshzajm 384 17 the the DT work_5q5kihz46jaevgqzflwcshzajm 384 18 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 384 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 384 20 multi- multi- JJ work_5q5kihz46jaevgqzflwcshzajm 384 21 media medium NNS work_5q5kihz46jaevgqzflwcshzajm 384 22 presentations presentation NNS work_5q5kihz46jaevgqzflwcshzajm 384 23 , , , work_5q5kihz46jaevgqzflwcshzajm 384 24 for for IN work_5q5kihz46jaevgqzflwcshzajm 384 25 statistics statistic NNS work_5q5kihz46jaevgqzflwcshzajm 384 26 purpose purpose NN work_5q5kihz46jaevgqzflwcshzajm 384 27 and and CC work_5q5kihz46jaevgqzflwcshzajm 384 28 for for IN work_5q5kihz46jaevgqzflwcshzajm 384 29 extracting extract VBG work_5q5kihz46jaevgqzflwcshzajm 384 30 relevant relevant JJ work_5q5kihz46jaevgqzflwcshzajm 384 31 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 384 32 . . . work_5q5kihz46jaevgqzflwcshzajm 385 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 385 2 identify identify VBP work_5q5kihz46jaevgqzflwcshzajm 385 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 385 4 main main JJ work_5q5kihz46jaevgqzflwcshzajm 385 5 blocks block NNS work_5q5kihz46jaevgqzflwcshzajm 385 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 385 7 multimedia multimedia NNS work_5q5kihz46jaevgqzflwcshzajm 385 8 presentations presentation NNS work_5q5kihz46jaevgqzflwcshzajm 385 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 385 10 retrieve retrieve VB work_5q5kihz46jaevgqzflwcshzajm 385 11 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 385 12 internal internal JJ work_5q5kihz46jaevgqzflwcshzajm 385 13 properties property NNS work_5q5kihz46jaevgqzflwcshzajm 385 14 . . . work_5q5kihz46jaevgqzflwcshzajm 386 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 386 2 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 386 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 386 4 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 386 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 386 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 386 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 386 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 386 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 386 10 . . . work_5q5kihz46jaevgqzflwcshzajm 387 1 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 387 2 et et FW work_5q5kihz46jaevgqzflwcshzajm 387 3 al al NNP work_5q5kihz46jaevgqzflwcshzajm 387 4 . . . work_5q5kihz46jaevgqzflwcshzajm 388 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 388 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 388 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 388 4 propose propose VBP work_5q5kihz46jaevgqzflwcshzajm 388 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 388 6 construct construct VB work_5q5kihz46jaevgqzflwcshzajm 388 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 388 8 personalized personalize VBN work_5q5kihz46jaevgqzflwcshzajm 388 9 web web NN work_5q5kihz46jaevgqzflwcshzajm 388 10 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 388 11 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 388 12 by by IN work_5q5kihz46jaevgqzflwcshzajm 388 13 mining mine VBG work_5q5kihz46jaevgqzflwcshzajm 388 14 both both CC work_5q5kihz46jaevgqzflwcshzajm 388 15 context context NN work_5q5kihz46jaevgqzflwcshzajm 388 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 388 17 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 388 18 of of IN work_5q5kihz46jaevgqzflwcshzajm 388 19 the the DT work_5q5kihz46jaevgqzflwcshzajm 388 20 courseware courseware NN work_5q5kihz46jaevgqzflwcshzajm 388 21 . . . work_5q5kihz46jaevgqzflwcshzajm 389 1 They -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 389 2 use use VBP work_5q5kihz46jaevgqzflwcshzajm 389 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 389 4 key key JJ work_5q5kihz46jaevgqzflwcshzajm 389 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 389 6 word word NN work_5q5kihz46jaevgqzflwcshzajm 389 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 389 8 driven drive VBN work_5q5kihz46jaevgqzflwcshzajm 389 9 text text NN work_5q5kihz46jaevgqzflwcshzajm 389 10 min- min- NN work_5q5kihz46jaevgqzflwcshzajm 389 11 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 389 12 algorithm algorithm NN work_5q5kihz46jaevgqzflwcshzajm 389 13 to to TO work_5q5kihz46jaevgqzflwcshzajm 389 14 select select VB work_5q5kihz46jaevgqzflwcshzajm 389 15 articles article NNS work_5q5kihz46jaevgqzflwcshzajm 389 16 for for IN work_5q5kihz46jaevgqzflwcshzajm 389 17 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 389 18 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 389 19 students student NNS work_5q5kihz46jaevgqzflwcshzajm 389 20 . . . work_5q5kihz46jaevgqzflwcshzajm 390 1 5 5 CD work_5q5kihz46jaevgqzflwcshzajm 390 2 . . . work_5q5kihz46jaevgqzflwcshzajm 391 1 Conclusions conclusion NNS work_5q5kihz46jaevgqzflwcshzajm 391 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 391 3 future future JJ work_5q5kihz46jaevgqzflwcshzajm 391 4 research research NN work_5q5kihz46jaevgqzflwcshzajm 391 5 Educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 391 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 391 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 391 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 391 9 an an DT work_5q5kihz46jaevgqzflwcshzajm 391 10 upcoming upcoming JJ work_5q5kihz46jaevgqzflwcshzajm 391 11 field field NN work_5q5kihz46jaevgqzflwcshzajm 391 12 related relate VBN work_5q5kihz46jaevgqzflwcshzajm 391 13 to to IN work_5q5kihz46jaevgqzflwcshzajm 391 14 several several JJ work_5q5kihz46jaevgqzflwcshzajm 391 15 well well RB work_5q5kihz46jaevgqzflwcshzajm 391 16 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 391 17 established establish VBN work_5q5kihz46jaevgqzflwcshzajm 391 18 areas area NNS work_5q5kihz46jaevgqzflwcshzajm 391 19 of of IN work_5q5kihz46jaevgqzflwcshzajm 391 20 research research NN work_5q5kihz46jaevgqzflwcshzajm 391 21 including include VBG work_5q5kihz46jaevgqzflwcshzajm 391 22 e e NNP work_5q5kihz46jaevgqzflwcshzajm 391 23 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 391 24 learn- learn- NNP work_5q5kihz46jaevgqzflwcshzajm 391 25 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 391 26 , , , work_5q5kihz46jaevgqzflwcshzajm 391 27 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 391 28 hypermedia hypermedia NNP work_5q5kihz46jaevgqzflwcshzajm 391 29 , , , work_5q5kihz46jaevgqzflwcshzajm 391 30 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 391 31 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 391 32 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 391 33 , , , work_5q5kihz46jaevgqzflwcshzajm 391 34 web web NN work_5q5kihz46jaevgqzflwcshzajm 391 35 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 391 36 , , , work_5q5kihz46jaevgqzflwcshzajm 391 37 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 391 38 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 391 39 , , , work_5q5kihz46jaevgqzflwcshzajm 391 40 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 391 41 . . . work_5q5kihz46jaevgqzflwcshzajm 392 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 392 2 application application NN work_5q5kihz46jaevgqzflwcshzajm 392 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 392 4 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 392 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 392 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 392 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 392 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 392 9 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 392 10 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 392 11 requirements requirement NNS work_5q5kihz46jaevgqzflwcshzajm 392 12 not not RB work_5q5kihz46jaevgqzflwcshzajm 392 13 present present JJ work_5q5kihz46jaevgqzflwcshzajm 392 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 392 15 other other JJ work_5q5kihz46jaevgqzflwcshzajm 392 16 domains domain NNS work_5q5kihz46jaevgqzflwcshzajm 392 17 , , , work_5q5kihz46jaevgqzflwcshzajm 392 18 mainly mainly RB work_5q5kihz46jaevgqzflwcshzajm 392 19 the the DT work_5q5kihz46jaevgqzflwcshzajm 392 20 need need NN work_5q5kihz46jaevgqzflwcshzajm 392 21 to to TO work_5q5kihz46jaevgqzflwcshzajm 392 22 take take VB work_5q5kihz46jaevgqzflwcshzajm 392 23 into into IN work_5q5kihz46jaevgqzflwcshzajm 392 24 account account NN work_5q5kihz46jaevgqzflwcshzajm 392 25 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 392 26 aspects aspect NNS work_5q5kihz46jaevgqzflwcshzajm 392 27 of of IN work_5q5kihz46jaevgqzflwcshzajm 392 28 the the DT work_5q5kihz46jaevgqzflwcshzajm 392 29 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 392 30 and and CC work_5q5kihz46jaevgqzflwcshzajm 392 31 the the DT work_5q5kihz46jaevgqzflwcshzajm 392 32 system system NN work_5q5kihz46jaevgqzflwcshzajm 392 33 . . . work_5q5kihz46jaevgqzflwcshzajm 393 1 Although although IN work_5q5kihz46jaevgqzflwcshzajm 393 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 393 3 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 393 4 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 393 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 393 6 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 393 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 393 8 very very RB work_5q5kihz46jaevgqzflwcshzajm 393 9 recent recent JJ work_5q5kihz46jaevgqzflwcshzajm 393 10 research research NN work_5q5kihz46jaevgqzflwcshzajm 393 11 area area NN work_5q5kihz46jaevgqzflwcshzajm 393 12 there there EX work_5q5kihz46jaevgqzflwcshzajm 393 13 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 393 14 an an DT work_5q5kihz46jaevgqzflwcshzajm 393 15 important important JJ work_5q5kihz46jaevgqzflwcshzajm 393 16 number number NN work_5q5kihz46jaevgqzflwcshzajm 393 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 393 18 contribu- contribu- JJ work_5q5kihz46jaevgqzflwcshzajm 393 19 tions tion NNS work_5q5kihz46jaevgqzflwcshzajm 393 20 published publish VBN work_5q5kihz46jaevgqzflwcshzajm 393 21 in in IN work_5q5kihz46jaevgqzflwcshzajm 393 22 journals journal NNS work_5q5kihz46jaevgqzflwcshzajm 393 23 , , , work_5q5kihz46jaevgqzflwcshzajm 393 24 international international NNP work_5q5kihz46jaevgqzflwcshzajm 393 25 congress congress NNP work_5q5kihz46jaevgqzflwcshzajm 393 26 , , , work_5q5kihz46jaevgqzflwcshzajm 393 27 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 393 28 workshops workshop NNS work_5q5kihz46jaevgqzflwcshzajm 393 29 and and CC work_5q5kihz46jaevgqzflwcshzajm 393 30 some some DT work_5q5kihz46jaevgqzflwcshzajm 393 31 ongoing ongoing JJ work_5q5kihz46jaevgqzflwcshzajm 393 32 books book NNS work_5q5kihz46jaevgqzflwcshzajm 393 33 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 393 34 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 393 35 & & CC work_5q5kihz46jaevgqzflwcshzajm 393 36 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 393 37 , , , work_5q5kihz46jaevgqzflwcshzajm 393 38 2006 2006 CD work_5q5kihz46jaevgqzflwcshzajm 393 39 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 393 40 that that WDT work_5q5kihz46jaevgqzflwcshzajm 393 41 show show VBP work_5q5kihz46jaevgqzflwcshzajm 393 42 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 393 43 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 393 44 one one CD work_5q5kihz46jaevgqzflwcshzajm 393 45 new new JJ work_5q5kihz46jaevgqzflwcshzajm 393 46 promising promising JJ work_5q5kihz46jaevgqzflwcshzajm 393 47 area area NN work_5q5kihz46jaevgqzflwcshzajm 393 48 . . . work_5q5kihz46jaevgqzflwcshzajm 394 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 394 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 394 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 394 4 most most RBS work_5q5kihz46jaevgqzflwcshzajm 394 5 promising promising JJ work_5q5kihz46jaevgqzflwcshzajm 394 6 work work NN work_5q5kihz46jaevgqzflwcshzajm 394 7 line line NN work_5q5kihz46jaevgqzflwcshzajm 394 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 394 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 394 10 use use NN work_5q5kihz46jaevgqzflwcshzajm 394 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 394 12 e e NN work_5q5kihz46jaevgqzflwcshzajm 394 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 394 14 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 394 15 recommendation recommendation NN work_5q5kihz46jaevgqzflwcshzajm 394 16 agents agent NNS work_5q5kihz46jaevgqzflwcshzajm 394 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 394 18 Lu Lu NNP work_5q5kihz46jaevgqzflwcshzajm 394 19 , , , work_5q5kihz46jaevgqzflwcshzajm 394 20 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 394 21 ; ; : work_5q5kihz46jaevgqzflwcshzajm 394 22 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 394 23 , , , work_5q5kihz46jaevgqzflwcshzajm 394 24 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 394 25 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 394 26 . . . work_5q5kihz46jaevgqzflwcshzajm 395 1 These these DT work_5q5kihz46jaevgqzflwcshzajm 395 2 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 395 3 agents agent NNS work_5q5kihz46jaevgqzflwcshzajm 395 4 sees see VBZ work_5q5kihz46jaevgqzflwcshzajm 395 5 what what WP work_5q5kihz46jaevgqzflwcshzajm 395 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 395 7 student student NN work_5q5kihz46jaevgqzflwcshzajm 395 8 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 395 9 doing do VBG work_5q5kihz46jaevgqzflwcshzajm 395 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 395 11 recommends recommend VBZ work_5q5kihz46jaevgqzflwcshzajm 395 12 actions action NNS work_5q5kihz46jaevgqzflwcshzajm 395 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 395 14 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 395 15 , , , work_5q5kihz46jaevgqzflwcshzajm 395 16 shortcuts shortcut NNS work_5q5kihz46jaevgqzflwcshzajm 395 17 , , , work_5q5kihz46jaevgqzflwcshzajm 395 18 contents content NNS work_5q5kihz46jaevgqzflwcshzajm 395 19 , , , work_5q5kihz46jaevgqzflwcshzajm 395 20 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 395 21 . . . work_5q5kihz46jaevgqzflwcshzajm 395 22 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 396 1 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 396 2 think think VBP work_5q5kihz46jaevgqzflwcshzajm 396 3 would would MD work_5q5kihz46jaevgqzflwcshzajm 396 4 be be VB work_5q5kihz46jaevgqzflwcshzajm 396 5 beneficial beneficial JJ work_5q5kihz46jaevgqzflwcshzajm 396 6 to to IN work_5q5kihz46jaevgqzflwcshzajm 396 7 the the DT work_5q5kihz46jaevgqzflwcshzajm 396 8 student student NN work_5q5kihz46jaevgqzflwcshzajm 396 9 . . . work_5q5kihz46jaevgqzflwcshzajm 397 1 Recom- recom- NN work_5q5kihz46jaevgqzflwcshzajm 397 2 mender mender NN work_5q5kihz46jaevgqzflwcshzajm 397 3 agents agent NNS work_5q5kihz46jaevgqzflwcshzajm 397 4 can can MD work_5q5kihz46jaevgqzflwcshzajm 397 5 also also RB work_5q5kihz46jaevgqzflwcshzajm 397 6 be be VB work_5q5kihz46jaevgqzflwcshzajm 397 7 integrated integrate VBN work_5q5kihz46jaevgqzflwcshzajm 397 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 397 9 evolving evolve VBG work_5q5kihz46jaevgqzflwcshzajm 397 10 e e NN work_5q5kihz46jaevgqzflwcshzajm 397 11 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 397 12 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 397 13 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 397 14 in in IN work_5q5kihz46jaevgqzflwcshzajm 397 15 which which WDT work_5q5kihz46jaevgqzflwcshzajm 397 16 materials material NNS work_5q5kihz46jaevgqzflwcshzajm 397 17 are be VBP work_5q5kihz46jaevgqzflwcshzajm 397 18 automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 397 19 found find VBN work_5q5kihz46jaevgqzflwcshzajm 397 20 on on IN work_5q5kihz46jaevgqzflwcshzajm 397 21 the the DT work_5q5kihz46jaevgqzflwcshzajm 397 22 web web NN work_5q5kihz46jaevgqzflwcshzajm 397 23 and and CC work_5q5kihz46jaevgqzflwcshzajm 397 24 integrated integrate VBN work_5q5kihz46jaevgqzflwcshzajm 397 25 into into IN work_5q5kihz46jaevgqzflwcshzajm 397 26 the the DT work_5q5kihz46jaevgqzflwcshzajm 397 27 system system NN work_5q5kihz46jaevgqzflwcshzajm 397 28 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 397 29 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 397 30 & & CC work_5q5kihz46jaevgqzflwcshzajm 397 31 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 397 32 , , , work_5q5kihz46jaevgqzflwcshzajm 397 33 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 397 34 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 397 35 . . . work_5q5kihz46jaevgqzflwcshzajm 398 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 398 2 this this DT work_5q5kihz46jaevgqzflwcshzajm 398 3 way way NN work_5q5kihz46jaevgqzflwcshzajm 398 4 , , , work_5q5kihz46jaevgqzflwcshzajm 398 5 they -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 398 6 help help VBP work_5q5kihz46jaevgqzflwcshzajm 398 7 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 398 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 398 9 detect detect VB work_5q5kihz46jaevgqzflwcshzajm 398 10 which which WDT work_5q5kihz46jaevgqzflwcshzajm 398 11 parts part NNS work_5q5kihz46jaevgqzflwcshzajm 398 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 398 13 existing exist VBG work_5q5kihz46jaevgqzflwcshzajm 398 14 materials material NNS work_5q5kihz46jaevgqzflwcshzajm 398 15 from from IN work_5q5kihz46jaevgqzflwcshzajm 398 16 heterogeneous heterogeneous JJ work_5q5kihz46jaevgqzflwcshzajm 398 17 sources source NNS work_5q5kihz46jaevgqzflwcshzajm 398 18 as as IN work_5q5kihz46jaevgqzflwcshzajm 398 19 the the DT work_5q5kihz46jaevgqzflwcshzajm 398 20 Internet internet NN work_5q5kihz46jaevgqzflwcshzajm 398 21 are be VBP work_5q5kihz46jaevgqzflwcshzajm 398 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 398 23 best good JJS work_5q5kihz46jaevgqzflwcshzajm 398 24 to to TO work_5q5kihz46jaevgqzflwcshzajm 398 25 use use VB work_5q5kihz46jaevgqzflwcshzajm 398 26 for for IN work_5q5kihz46jaevgqzflwcshzajm 398 27 composing compose VBG work_5q5kihz46jaevgqzflwcshzajm 398 28 new new JJ work_5q5kihz46jaevgqzflwcshzajm 398 29 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 398 30 . . . work_5q5kihz46jaevgqzflwcshzajm 399 1 Besides besides IN work_5q5kihz46jaevgqzflwcshzajm 399 2 recommenders recommender NNS work_5q5kihz46jaevgqzflwcshzajm 399 3 can can MD work_5q5kihz46jaevgqzflwcshzajm 399 4 also also RB work_5q5kihz46jaevgqzflwcshzajm 399 5 be be VB work_5q5kihz46jaevgqzflwcshzajm 399 6 integrated integrate VBN work_5q5kihz46jaevgqzflwcshzajm 399 7 with with IN work_5q5kihz46jaevgqzflwcshzajm 399 8 domain domain NN work_5q5kihz46jaevgqzflwcshzajm 399 9 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 399 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 399 11 ontologies ontology NNS work_5q5kihz46jaevgqzflwcshzajm 399 12 , , , work_5q5kihz46jaevgqzflwcshzajm 399 13 combining combine VBG work_5q5kihz46jaevgqzflwcshzajm 399 14 web web NN work_5q5kihz46jaevgqzflwcshzajm 399 15 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 399 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 399 17 semantic semantic JJ work_5q5kihz46jaevgqzflwcshzajm 399 18 web web NN work_5q5kihz46jaevgqzflwcshzajm 399 19 in in IN work_5q5kihz46jaevgqzflwcshzajm 399 20 semantic semantic JJ work_5q5kihz46jaevgqzflwcshzajm 399 21 web web NN work_5q5kihz46jaevgqzflwcshzajm 399 22 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 399 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 399 24 Markellou Markellou NNP work_5q5kihz46jaevgqzflwcshzajm 399 25 et et NNP work_5q5kihz46jaevgqzflwcshzajm 399 26 al al NNP work_5q5kihz46jaevgqzflwcshzajm 399 27 . . NNP work_5q5kihz46jaevgqzflwcshzajm 399 28 , , , work_5q5kihz46jaevgqzflwcshzajm 399 29 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 399 30 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 399 31 . . . work_5q5kihz46jaevgqzflwcshzajm 400 1 Semantic semantic JJ work_5q5kihz46jaevgqzflwcshzajm 400 2 web web NN work_5q5kihz46jaevgqzflwcshzajm 400 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 400 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 400 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 400 6 successful successful JJ work_5q5kihz46jaevgqzflwcshzajm 400 7 integration integration NN work_5q5kihz46jaevgqzflwcshzajm 400 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 400 9 ontological ontological JJ work_5q5kihz46jaevgqzflwcshzajm 400 10 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 400 11 at at IN work_5q5kihz46jaevgqzflwcshzajm 400 12 every every DT work_5q5kihz46jaevgqzflwcshzajm 400 13 stage stage NN work_5q5kihz46jaevgqzflwcshzajm 400 14 of of IN work_5q5kihz46jaevgqzflwcshzajm 400 15 the the DT work_5q5kihz46jaevgqzflwcshzajm 400 16 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 400 17 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 400 18 process process NN work_5q5kihz46jaevgqzflwcshzajm 400 19 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 400 20 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 400 21 , , , work_5q5kihz46jaevgqzflwcshzajm 400 22 Vanzin Vanzin NNP work_5q5kihz46jaevgqzflwcshzajm 400 23 , , , work_5q5kihz46jaevgqzflwcshzajm 400 24 & & CC work_5q5kihz46jaevgqzflwcshzajm 400 25 Ruiz Ruiz NNP work_5q5kihz46jaevgqzflwcshzajm 400 26 , , , work_5q5kihz46jaevgqzflwcshzajm 400 27 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 400 28 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 400 29 . . . work_5q5kihz46jaevgqzflwcshzajm 401 1 Educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 401 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 401 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 401 4 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 401 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 401 6 young young JJ work_5q5kihz46jaevgqzflwcshzajm 401 7 research research NN work_5q5kihz46jaevgqzflwcshzajm 401 8 area area NN work_5q5kihz46jaevgqzflwcshzajm 401 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 401 10 it -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 401 11 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 401 12 necessary necessary JJ work_5q5kihz46jaevgqzflwcshzajm 401 13 more more RBR work_5q5kihz46jaevgqzflwcshzajm 401 14 specialized specialized JJ work_5q5kihz46jaevgqzflwcshzajm 401 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 401 16 oriented orient VBN work_5q5kihz46jaevgqzflwcshzajm 401 17 work work NN work_5q5kihz46jaevgqzflwcshzajm 401 18 educa- educa- VBD work_5q5kihz46jaevgqzflwcshzajm 401 19 tional tional JJ work_5q5kihz46jaevgqzflwcshzajm 401 20 domain domain NN work_5q5kihz46jaevgqzflwcshzajm 401 21 in in IN work_5q5kihz46jaevgqzflwcshzajm 401 22 order order NN work_5q5kihz46jaevgqzflwcshzajm 401 23 to to TO work_5q5kihz46jaevgqzflwcshzajm 401 24 obtain obtain VB work_5q5kihz46jaevgqzflwcshzajm 401 25 a a DT work_5q5kihz46jaevgqzflwcshzajm 401 26 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 401 27 application application NN work_5q5kihz46jaevgqzflwcshzajm 401 28 suc- suc- VBZ work_5q5kihz46jaevgqzflwcshzajm 401 29 cess cess JJ work_5q5kihz46jaevgqzflwcshzajm 401 30 level level NN work_5q5kihz46jaevgqzflwcshzajm 401 31 to to IN work_5q5kihz46jaevgqzflwcshzajm 401 32 other other JJ work_5q5kihz46jaevgqzflwcshzajm 401 33 areas area NNS work_5q5kihz46jaevgqzflwcshzajm 401 34 , , , work_5q5kihz46jaevgqzflwcshzajm 401 35 such such JJ work_5q5kihz46jaevgqzflwcshzajm 401 36 as as IN work_5q5kihz46jaevgqzflwcshzajm 401 37 medical medical JJ work_5q5kihz46jaevgqzflwcshzajm 401 38 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 401 39 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 401 40 , , , work_5q5kihz46jaevgqzflwcshzajm 401 41 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 401 42 e e NNP work_5q5kihz46jaevgqzflwcshzajm 401 43 - - NNP work_5q5kihz46jaevgqzflwcshzajm 401 44 commerce commerce NNP work_5q5kihz46jaevgqzflwcshzajm 401 45 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 401 46 , , , work_5q5kihz46jaevgqzflwcshzajm 401 47 etc etc FW work_5q5kihz46jaevgqzflwcshzajm 401 48 . . . work_5q5kihz46jaevgqzflwcshzajm 402 1 We -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 402 2 believe believe VBP work_5q5kihz46jaevgqzflwcshzajm 402 3 that that IN work_5q5kihz46jaevgqzflwcshzajm 402 4 some some DT work_5q5kihz46jaevgqzflwcshzajm 402 5 future future JJ work_5q5kihz46jaevgqzflwcshzajm 402 6 researches research NNS work_5q5kihz46jaevgqzflwcshzajm 402 7 lines line NNS work_5q5kihz46jaevgqzflwcshzajm 402 8 are be VBP work_5q5kihz46jaevgqzflwcshzajm 402 9 : : : work_5q5kihz46jaevgqzflwcshzajm 402 10 • • NNP work_5q5kihz46jaevgqzflwcshzajm 402 11 Mining mining NN work_5q5kihz46jaevgqzflwcshzajm 402 12 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 402 13 more more RBR work_5q5kihz46jaevgqzflwcshzajm 402 14 easy easy JJ work_5q5kihz46jaevgqzflwcshzajm 402 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 402 16 use use VB work_5q5kihz46jaevgqzflwcshzajm 402 17 by by IN work_5q5kihz46jaevgqzflwcshzajm 402 18 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 402 19 or or CC work_5q5kihz46jaevgqzflwcshzajm 402 20 not not RB work_5q5kihz46jaevgqzflwcshzajm 402 21 expert expert JJ work_5q5kihz46jaevgqzflwcshzajm 402 22 users user NNS work_5q5kihz46jaevgqzflwcshzajm 402 23 in in IN work_5q5kihz46jaevgqzflwcshzajm 402 24 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 402 25 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 402 26 . . . work_5q5kihz46jaevgqzflwcshzajm 403 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 403 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 403 3 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 403 4 are be VBP work_5q5kihz46jaevgqzflwcshzajm 403 5 normally normally RB work_5q5kihz46jaevgqzflwcshzajm 403 6 designed design VBN work_5q5kihz46jaevgqzflwcshzajm 403 7 more more RBR work_5q5kihz46jaevgqzflwcshzajm 403 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 403 9 power power NN work_5q5kihz46jaevgqzflwcshzajm 403 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 403 11 flexibility flexibility NN work_5q5kihz46jaevgqzflwcshzajm 403 12 than than IN work_5q5kihz46jaevgqzflwcshzajm 403 13 for for IN work_5q5kihz46jaevgqzflwcshzajm 403 14 simplic- simplic- NN work_5q5kihz46jaevgqzflwcshzajm 403 15 ity ity NN work_5q5kihz46jaevgqzflwcshzajm 403 16 . . . work_5q5kihz46jaevgqzflwcshzajm 404 1 Most Most JJS work_5q5kihz46jaevgqzflwcshzajm 404 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 404 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 404 4 current current JJ work_5q5kihz46jaevgqzflwcshzajm 404 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 404 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 404 7 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 404 8 are be VBP work_5q5kihz46jaevgqzflwcshzajm 404 9 too too RB work_5q5kihz46jaevgqzflwcshzajm 404 10 com- com- JJ work_5q5kihz46jaevgqzflwcshzajm 404 11 plex plex NN work_5q5kihz46jaevgqzflwcshzajm 404 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 404 13 use use VB work_5q5kihz46jaevgqzflwcshzajm 404 14 for for IN work_5q5kihz46jaevgqzflwcshzajm 404 15 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 404 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 404 17 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 404 18 features feature NNS work_5q5kihz46jaevgqzflwcshzajm 404 19 go go VBP work_5q5kihz46jaevgqzflwcshzajm 404 20 well well RB work_5q5kihz46jaevgqzflwcshzajm 404 21 beyond beyond IN work_5q5kihz46jaevgqzflwcshzajm 404 22 the the DT work_5q5kihz46jaevgqzflwcshzajm 404 23 scope scope NN work_5q5kihz46jaevgqzflwcshzajm 404 24 of of IN work_5q5kihz46jaevgqzflwcshzajm 404 25 what what WP work_5q5kihz46jaevgqzflwcshzajm 404 26 a a DT work_5q5kihz46jaevgqzflwcshzajm 404 27 educator educator NN work_5q5kihz46jaevgqzflwcshzajm 404 28 may may MD work_5q5kihz46jaevgqzflwcshzajm 404 29 want want VB work_5q5kihz46jaevgqzflwcshzajm 404 30 to to TO work_5q5kihz46jaevgqzflwcshzajm 404 31 do do VB work_5q5kihz46jaevgqzflwcshzajm 404 32 . . . work_5q5kihz46jaevgqzflwcshzajm 405 1 So so RB work_5q5kihz46jaevgqzflwcshzajm 405 2 , , , work_5q5kihz46jaevgqzflwcshzajm 405 3 these these DT work_5q5kihz46jaevgqzflwcshzajm 405 4 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 405 5 must must MD work_5q5kihz46jaevgqzflwcshzajm 405 6 have have VB work_5q5kihz46jaevgqzflwcshzajm 405 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 405 8 more more RBR work_5q5kihz46jaevgqzflwcshzajm 405 9 intuitive intuitive JJ work_5q5kihz46jaevgqzflwcshzajm 405 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 405 11 easy easy JJ work_5q5kihz46jaevgqzflwcshzajm 405 12 to to TO work_5q5kihz46jaevgqzflwcshzajm 405 13 use use VB work_5q5kihz46jaevgqzflwcshzajm 405 14 interface interface NN work_5q5kihz46jaevgqzflwcshzajm 405 15 , , , work_5q5kihz46jaevgqzflwcshzajm 405 16 with with IN work_5q5kihz46jaevgqzflwcshzajm 405 17 parameter parameter NN work_5q5kihz46jaevgqzflwcshzajm 405 18 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 405 19 free free JJ work_5q5kihz46jaevgqzflwcshzajm 405 20 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 405 21 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 405 22 algo- algo- XX work_5q5kihz46jaevgqzflwcshzajm 405 23 rithms rithms NNP work_5q5kihz46jaevgqzflwcshzajm 405 24 to to TO work_5q5kihz46jaevgqzflwcshzajm 405 25 simplify simplify VB work_5q5kihz46jaevgqzflwcshzajm 405 26 the the DT work_5q5kihz46jaevgqzflwcshzajm 405 27 configuration configuration NN work_5q5kihz46jaevgqzflwcshzajm 405 28 and and CC work_5q5kihz46jaevgqzflwcshzajm 405 29 execution execution NN work_5q5kihz46jaevgqzflwcshzajm 405 30 , , , work_5q5kihz46jaevgqzflwcshzajm 405 31 and and CC work_5q5kihz46jaevgqzflwcshzajm 405 32 with with IN work_5q5kihz46jaevgqzflwcshzajm 405 33 good good JJ work_5q5kihz46jaevgqzflwcshzajm 405 34 visualization visualization NN work_5q5kihz46jaevgqzflwcshzajm 405 35 facilities facility NNS work_5q5kihz46jaevgqzflwcshzajm 405 36 to to TO work_5q5kihz46jaevgqzflwcshzajm 405 37 make make VB work_5q5kihz46jaevgqzflwcshzajm 405 38 their -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 405 39 results result NNS work_5q5kihz46jaevgqzflwcshzajm 405 40 meaningful meaningful JJ work_5q5kihz46jaevgqzflwcshzajm 405 41 to to IN work_5q5kihz46jaevgqzflwcshzajm 405 42 educators educator NNS work_5q5kihz46jaevgqzflwcshzajm 405 43 and and CC work_5q5kihz46jaevgqzflwcshzajm 405 44 e e NN work_5q5kihz46jaevgqzflwcshzajm 405 45 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 405 46 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 405 47 designers designer NNS work_5q5kihz46jaevgqzflwcshzajm 405 48 . . . work_5q5kihz46jaevgqzflwcshzajm 406 1 • • NNP work_5q5kihz46jaevgqzflwcshzajm 406 2 Standardization Standardization NNP work_5q5kihz46jaevgqzflwcshzajm 406 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 406 4 methods method NNS work_5q5kihz46jaevgqzflwcshzajm 406 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 406 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 406 7 . . . work_5q5kihz46jaevgqzflwcshzajm 407 1 Current current JJ work_5q5kihz46jaevgqzflwcshzajm 407 2 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 407 3 for for IN work_5q5kihz46jaevgqzflwcshzajm 407 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 407 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 407 6 from from IN work_5q5kihz46jaevgqzflwcshzajm 407 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 407 8 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 407 9 course course NN work_5q5kihz46jaevgqzflwcshzajm 407 10 may may MD work_5q5kihz46jaevgqzflwcshzajm 407 11 be be VB work_5q5kihz46jaevgqzflwcshzajm 407 12 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 407 13 only only RB work_5q5kihz46jaevgqzflwcshzajm 407 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 407 15 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 407 16 developers developer NNS work_5q5kihz46jaevgqzflwcshzajm 407 17 . . . work_5q5kihz46jaevgqzflwcshzajm 408 1 There there EX work_5q5kihz46jaevgqzflwcshzajm 408 2 are be VBP work_5q5kihz46jaevgqzflwcshzajm 408 3 no no DT work_5q5kihz46jaevgqzflwcshzajm 408 4 general general JJ work_5q5kihz46jaevgqzflwcshzajm 408 5 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 408 6 or or CC work_5q5kihz46jaevgqzflwcshzajm 408 7 re re NN work_5q5kihz46jaevgqzflwcshzajm 408 8 - - JJ work_5q5kihz46jaevgqzflwcshzajm 408 9 using use VBG work_5q5kihz46jaevgqzflwcshzajm 408 10 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 408 11 or or CC work_5q5kihz46jaevgqzflwcshzajm 408 12 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 408 13 that that WDT work_5q5kihz46jaevgqzflwcshzajm 408 14 can can MD work_5q5kihz46jaevgqzflwcshzajm 408 15 be be VB work_5q5kihz46jaevgqzflwcshzajm 408 16 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 408 17 to to IN work_5q5kihz46jaevgqzflwcshzajm 408 18 any any DT work_5q5kihz46jaevgqzflwcshzajm 408 19 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 408 20 system system NN work_5q5kihz46jaevgqzflwcshzajm 408 21 . . . work_5q5kihz46jaevgqzflwcshzajm 409 1 So so RB work_5q5kihz46jaevgqzflwcshzajm 409 2 , , , work_5q5kihz46jaevgqzflwcshzajm 409 3 a a DT work_5q5kihz46jaevgqzflwcshzajm 409 4 standardization standardization NN work_5q5kihz46jaevgqzflwcshzajm 409 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 409 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 409 7 , , , work_5q5kihz46jaevgqzflwcshzajm 409 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 409 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 409 10 preprocess- preprocess- NN work_5q5kihz46jaevgqzflwcshzajm 409 11 ing ing NN work_5q5kihz46jaevgqzflwcshzajm 409 12 , , , work_5q5kihz46jaevgqzflwcshzajm 409 13 discovering discover VBG work_5q5kihz46jaevgqzflwcshzajm 409 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 409 15 postprocessing postprocesse VBG work_5q5kihz46jaevgqzflwcshzajm 409 16 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 409 17 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 409 18 needed need VBN work_5q5kihz46jaevgqzflwcshzajm 409 19 . . . work_5q5kihz46jaevgqzflwcshzajm 410 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 410 2 Integration integration NN work_5q5kihz46jaevgqzflwcshzajm 410 3 with with IN work_5q5kihz46jaevgqzflwcshzajm 410 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 410 5 e e NN work_5q5kihz46jaevgqzflwcshzajm 410 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 410 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 410 8 system system NN work_5q5kihz46jaevgqzflwcshzajm 410 9 . . . work_5q5kihz46jaevgqzflwcshzajm 411 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 411 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 411 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 411 4 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 411 5 has have VBZ work_5q5kihz46jaevgqzflwcshzajm 411 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 411 7 be be VB work_5q5kihz46jaevgqzflwcshzajm 411 8 integrated integrate VBN work_5q5kihz46jaevgqzflwcshzajm 411 9 into into IN work_5q5kihz46jaevgqzflwcshzajm 411 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 411 11 e e NN work_5q5kihz46jaevgqzflwcshzajm 411 12 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 411 13 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 411 14 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 411 15 as as IN work_5q5kihz46jaevgqzflwcshzajm 411 16 another another DT work_5q5kihz46jaevgqzflwcshzajm 411 17 author author NN work_5q5kihz46jaevgqzflwcshzajm 411 18 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 411 19 . . . work_5q5kihz46jaevgqzflwcshzajm 412 1 All all DT work_5q5kihz46jaevgqzflwcshzajm 412 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 412 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 412 4 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 412 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 412 6 prepro- prepro- NNP work_5q5kihz46jaevgqzflwcshzajm 412 7 cessing cessing NN work_5q5kihz46jaevgqzflwcshzajm 412 8 , , , work_5q5kihz46jaevgqzflwcshzajm 412 9 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 412 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 412 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 412 12 postprocessing postprocessing NN work_5q5kihz46jaevgqzflwcshzajm 412 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 412 14 have have VBP work_5q5kihz46jaevgqzflwcshzajm 412 15 to to TO work_5q5kihz46jaevgqzflwcshzajm 412 16 be be VB work_5q5kihz46jaevgqzflwcshzajm 412 17 car- car- RB work_5q5kihz46jaevgqzflwcshzajm 412 18 ried rie VBN work_5q5kihz46jaevgqzflwcshzajm 412 19 out out RP work_5q5kihz46jaevgqzflwcshzajm 412 20 into into IN work_5q5kihz46jaevgqzflwcshzajm 412 21 a a DT work_5q5kihz46jaevgqzflwcshzajm 412 22 single single JJ work_5q5kihz46jaevgqzflwcshzajm 412 23 application application NN work_5q5kihz46jaevgqzflwcshzajm 412 24 . . . work_5q5kihz46jaevgqzflwcshzajm 413 1 Feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 413 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 413 3 results result NNS work_5q5kihz46jaevgqzflwcshzajm 413 4 obtained obtain VBN work_5q5kihz46jaevgqzflwcshzajm 413 5 with with IN work_5q5kihz46jaevgqzflwcshzajm 413 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 413 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 413 8 can can MD work_5q5kihz46jaevgqzflwcshzajm 413 9 be be VB work_5q5kihz46jaevgqzflwcshzajm 413 10 directly directly RB work_5q5kihz46jaevgqzflwcshzajm 413 11 applied apply VBN work_5q5kihz46jaevgqzflwcshzajm 413 12 to to IN work_5q5kihz46jaevgqzflwcshzajm 413 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 413 14 e e NN work_5q5kihz46jaevgqzflwcshzajm 413 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 413 16 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 413 17 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 413 18 . . . work_5q5kihz46jaevgqzflwcshzajm 414 1 • • VB work_5q5kihz46jaevgqzflwcshzajm 414 2 Specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 414 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 414 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 414 5 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 414 6 . . . work_5q5kihz46jaevgqzflwcshzajm 415 1 More more RBR work_5q5kihz46jaevgqzflwcshzajm 415 2 effective effective JJ work_5q5kihz46jaevgqzflwcshzajm 415 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 415 4 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 415 5 that that WDT work_5q5kihz46jaevgqzflwcshzajm 415 6 integrate integrate VBP work_5q5kihz46jaevgqzflwcshzajm 415 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 415 8 domain domain NN work_5q5kihz46jaevgqzflwcshzajm 415 9 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 415 10 into into IN work_5q5kihz46jaevgqzflwcshzajm 415 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 415 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 415 13 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 415 14 . . . work_5q5kihz46jaevgqzflwcshzajm 416 1 Education education NN work_5q5kihz46jaevgqzflwcshzajm 416 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 416 3 specific specific JJ work_5q5kihz46jaevgqzflwcshzajm 416 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 416 5 tech- tech- NN work_5q5kihz46jaevgqzflwcshzajm 416 6 niques nique NNS work_5q5kihz46jaevgqzflwcshzajm 416 7 can can MD work_5q5kihz46jaevgqzflwcshzajm 416 8 help help VB work_5q5kihz46jaevgqzflwcshzajm 416 9 much much RB work_5q5kihz46jaevgqzflwcshzajm 416 10 better well RBR work_5q5kihz46jaevgqzflwcshzajm 416 11 to to TO work_5q5kihz46jaevgqzflwcshzajm 416 12 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 416 13 the the DT work_5q5kihz46jaevgqzflwcshzajm 416 14 instructional instructional JJ work_5q5kihz46jaevgqzflwcshzajm 416 15 design design NN work_5q5kihz46jaevgqzflwcshzajm 416 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 416 17 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 416 18 decisions decision NNS work_5q5kihz46jaevgqzflwcshzajm 416 19 . . . work_5q5kihz46jaevgqzflwcshzajm 417 1 Traditional traditional JJ work_5q5kihz46jaevgqzflwcshzajm 417 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 417 3 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 417 4 need need VBP work_5q5kihz46jaevgqzflwcshzajm 417 5 to to TO work_5q5kihz46jaevgqzflwcshzajm 417 6 be be VB work_5q5kihz46jaevgqzflwcshzajm 417 7 tuned tune VBN work_5q5kihz46jaevgqzflwcshzajm 417 8 to to TO work_5q5kihz46jaevgqzflwcshzajm 417 9 take take VB work_5q5kihz46jaevgqzflwcshzajm 417 10 into into IN work_5q5kihz46jaevgqzflwcshzajm 417 11 account account NN work_5q5kihz46jaevgqzflwcshzajm 417 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 417 13 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 417 14 context context NN work_5q5kihz46jaevgqzflwcshzajm 417 15 . . . work_5q5kihz46jaevgqzflwcshzajm 418 1 Acknowledgement acknowledgement VB work_5q5kihz46jaevgqzflwcshzajm 418 2 The the DT work_5q5kihz46jaevgqzflwcshzajm 418 3 authors author NNS work_5q5kihz46jaevgqzflwcshzajm 418 4 gratefully gratefully RB work_5q5kihz46jaevgqzflwcshzajm 418 5 acknowledge acknowledge VBP work_5q5kihz46jaevgqzflwcshzajm 418 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 418 7 financial financial JJ work_5q5kihz46jaevgqzflwcshzajm 418 8 sup- sup- JJ work_5q5kihz46jaevgqzflwcshzajm 418 9 port port NN work_5q5kihz46jaevgqzflwcshzajm 418 10 provided provide VBN work_5q5kihz46jaevgqzflwcshzajm 418 11 by by IN work_5q5kihz46jaevgqzflwcshzajm 418 12 the the DT work_5q5kihz46jaevgqzflwcshzajm 418 13 Spanish Spanish NNP work_5q5kihz46jaevgqzflwcshzajm 418 14 Department Department NNP work_5q5kihz46jaevgqzflwcshzajm 418 15 of of IN work_5q5kihz46jaevgqzflwcshzajm 418 16 Research Research NNP work_5q5kihz46jaevgqzflwcshzajm 418 17 of of IN work_5q5kihz46jaevgqzflwcshzajm 418 18 the the DT work_5q5kihz46jaevgqzflwcshzajm 418 19 Ministry Ministry NNP work_5q5kihz46jaevgqzflwcshzajm 418 20 of of IN work_5q5kihz46jaevgqzflwcshzajm 418 21 Science Science NNP work_5q5kihz46jaevgqzflwcshzajm 418 22 and and CC work_5q5kihz46jaevgqzflwcshzajm 418 23 Technology Technology NNP work_5q5kihz46jaevgqzflwcshzajm 418 24 under under IN work_5q5kihz46jaevgqzflwcshzajm 418 25 TIN2005- TIN2005- NNP work_5q5kihz46jaevgqzflwcshzajm 418 26 08386-C05 08386-C05 NNP work_5q5kihz46jaevgqzflwcshzajm 418 27 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 418 28 02 02 CD work_5q5kihz46jaevgqzflwcshzajm 418 29 Project project NN work_5q5kihz46jaevgqzflwcshzajm 418 30 . . . work_5q5kihz46jaevgqzflwcshzajm 419 1 References References NNPS work_5q5kihz46jaevgqzflwcshzajm 419 2 Agrawal Agrawal NNP work_5q5kihz46jaevgqzflwcshzajm 419 3 , , , work_5q5kihz46jaevgqzflwcshzajm 419 4 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 419 5 , , , work_5q5kihz46jaevgqzflwcshzajm 419 6 Imielinski Imielinski NNP work_5q5kihz46jaevgqzflwcshzajm 419 7 , , , work_5q5kihz46jaevgqzflwcshzajm 419 8 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 419 9 , , , work_5q5kihz46jaevgqzflwcshzajm 419 10 & & CC work_5q5kihz46jaevgqzflwcshzajm 419 11 Swami Swami NNP work_5q5kihz46jaevgqzflwcshzajm 419 12 , , , work_5q5kihz46jaevgqzflwcshzajm 419 13 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 420 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 420 2 1993 1993 CD work_5q5kihz46jaevgqzflwcshzajm 420 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 420 4 . . . work_5q5kihz46jaevgqzflwcshzajm 421 1 Mining mining NN work_5q5kihz46jaevgqzflwcshzajm 421 2 association association NN work_5q5kihz46jaevgqzflwcshzajm 421 3 rules rule VBZ work_5q5kihz46jaevgqzflwcshzajm 421 4 between between IN work_5q5kihz46jaevgqzflwcshzajm 421 5 sets set NNS work_5q5kihz46jaevgqzflwcshzajm 421 6 of of IN work_5q5kihz46jaevgqzflwcshzajm 421 7 items item NNS work_5q5kihz46jaevgqzflwcshzajm 421 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 421 9 large large JJ work_5q5kihz46jaevgqzflwcshzajm 421 10 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 421 11 . . . work_5q5kihz46jaevgqzflwcshzajm 422 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 422 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 422 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 422 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 422 5 1993 1993 CD work_5q5kihz46jaevgqzflwcshzajm 422 6 ACM ACM NNP work_5q5kihz46jaevgqzflwcshzajm 422 7 SIGMOD SIGMOD NNP work_5q5kihz46jaevgqzflwcshzajm 422 8 international international JJ work_5q5kihz46jaevgqzflwcshzajm 422 9 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 422 10 on on IN work_5q5kihz46jaevgqzflwcshzajm 422 11 management management NN work_5q5kihz46jaevgqzflwcshzajm 422 12 of of IN work_5q5kihz46jaevgqzflwcshzajm 422 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 422 14 , , , work_5q5kihz46jaevgqzflwcshzajm 422 15 Washington Washington NNP work_5q5kihz46jaevgqzflwcshzajm 422 16 , , , work_5q5kihz46jaevgqzflwcshzajm 422 17 DC DC NNP work_5q5kihz46jaevgqzflwcshzajm 422 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 422 19 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 422 20 . . . work_5q5kihz46jaevgqzflwcshzajm 423 1 207–216 207–216 CD work_5q5kihz46jaevgqzflwcshzajm 423 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 423 3 . . . work_5q5kihz46jaevgqzflwcshzajm 424 1 Agrawal Agrawal NNP work_5q5kihz46jaevgqzflwcshzajm 424 2 , , , work_5q5kihz46jaevgqzflwcshzajm 424 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 424 4 , , , work_5q5kihz46jaevgqzflwcshzajm 424 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 424 6 Srikant Srikant NNP work_5q5kihz46jaevgqzflwcshzajm 424 7 , , , work_5q5kihz46jaevgqzflwcshzajm 424 8 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 424 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 424 10 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 424 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 424 12 . . . work_5q5kihz46jaevgqzflwcshzajm 425 1 Mining mine VBG work_5q5kihz46jaevgqzflwcshzajm 425 2 sequential sequential JJ work_5q5kihz46jaevgqzflwcshzajm 425 3 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 425 4 . . . work_5q5kihz46jaevgqzflwcshzajm 426 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 426 2 Eleventh eleventh JJ work_5q5kihz46jaevgqzflwcshzajm 426 3 international international JJ work_5q5kihz46jaevgqzflwcshzajm 426 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 426 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 426 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 426 7 engineering engineering NN work_5q5kihz46jaevgqzflwcshzajm 426 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 426 9 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 426 10 . . . work_5q5kihz46jaevgqzflwcshzajm 427 1 3–14 3–14 NNP work_5q5kihz46jaevgqzflwcshzajm 427 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 427 3 . . . work_5q5kihz46jaevgqzflwcshzajm 428 1 Taipei Taipei NNP work_5q5kihz46jaevgqzflwcshzajm 428 2 , , , work_5q5kihz46jaevgqzflwcshzajm 428 3 Taiwan Taiwan NNP work_5q5kihz46jaevgqzflwcshzajm 428 4 : : : work_5q5kihz46jaevgqzflwcshzajm 428 5 IEEE IEEE NNP work_5q5kihz46jaevgqzflwcshzajm 428 6 Computer Computer NNP work_5q5kihz46jaevgqzflwcshzajm 428 7 Society Society NNP work_5q5kihz46jaevgqzflwcshzajm 428 8 Press Press NNP work_5q5kihz46jaevgqzflwcshzajm 428 9 . . . work_5q5kihz46jaevgqzflwcshzajm 429 1 Arroyo Arroyo NNP work_5q5kihz46jaevgqzflwcshzajm 429 2 , , , work_5q5kihz46jaevgqzflwcshzajm 429 3 I. I. NNP work_5q5kihz46jaevgqzflwcshzajm 429 4 , , , work_5q5kihz46jaevgqzflwcshzajm 429 5 Murray Murray NNP work_5q5kihz46jaevgqzflwcshzajm 429 6 , , , work_5q5kihz46jaevgqzflwcshzajm 429 7 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 429 8 , , , work_5q5kihz46jaevgqzflwcshzajm 429 9 Woolf Woolf NNP work_5q5kihz46jaevgqzflwcshzajm 429 10 , , , work_5q5kihz46jaevgqzflwcshzajm 429 11 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 429 12 , , , work_5q5kihz46jaevgqzflwcshzajm 429 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 429 14 Beal Beal NNP work_5q5kihz46jaevgqzflwcshzajm 429 15 , , , work_5q5kihz46jaevgqzflwcshzajm 429 16 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 429 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 429 18 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 429 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 429 20 . . . work_5q5kihz46jaevgqzflwcshzajm 430 1 Inferring infer VBG work_5q5kihz46jaevgqzflwcshzajm 430 2 unobservable unobservable JJ work_5q5kihz46jaevgqzflwcshzajm 430 3 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 430 4 variables variable NNS work_5q5kihz46jaevgqzflwcshzajm 430 5 from from IN work_5q5kihz46jaevgqzflwcshzajm 430 6 students student NNS work_5q5kihz46jaevgqzflwcshzajm 430 7 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 430 8 help help NN work_5q5kihz46jaevgqzflwcshzajm 430 9 seeking seek VBG work_5q5kihz46jaevgqzflwcshzajm 430 10 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 430 11 . . . work_5q5kihz46jaevgqzflwcshzajm 431 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 431 2 Intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 431 3 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 431 4 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 431 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 431 6 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 431 7 . . . work_5q5kihz46jaevgqzflwcshzajm 432 1 782–784 782–784 CD work_5q5kihz46jaevgqzflwcshzajm 432 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 432 3 . . . work_5q5kihz46jaevgqzflwcshzajm 433 1 Arruabarrena Arruabarrena NNP work_5q5kihz46jaevgqzflwcshzajm 433 2 , , , work_5q5kihz46jaevgqzflwcshzajm 433 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 433 4 , , , work_5q5kihz46jaevgqzflwcshzajm 433 5 Pérez Pérez NNP work_5q5kihz46jaevgqzflwcshzajm 433 6 , , , work_5q5kihz46jaevgqzflwcshzajm 433 7 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 433 8 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 433 9 , , , work_5q5kihz46jaevgqzflwcshzajm 433 10 López López NNP work_5q5kihz46jaevgqzflwcshzajm 433 11 - - : work_5q5kihz46jaevgqzflwcshzajm 433 12 Cuadrado Cuadrado NNP work_5q5kihz46jaevgqzflwcshzajm 433 13 , , , work_5q5kihz46jaevgqzflwcshzajm 433 14 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 433 15 , , , work_5q5kihz46jaevgqzflwcshzajm 433 16 & & CC work_5q5kihz46jaevgqzflwcshzajm 433 17 Vadillo Vadillo NNP work_5q5kihz46jaevgqzflwcshzajm 433 18 , , , work_5q5kihz46jaevgqzflwcshzajm 433 19 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 433 20 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 433 21 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 434 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 434 2 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 434 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 434 4 . . . work_5q5kihz46jaevgqzflwcshzajm 435 1 On on IN work_5q5kihz46jaevgqzflwcshzajm 435 2 evaluating evaluate VBG work_5q5kihz46jaevgqzflwcshzajm 435 3 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 435 4 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 435 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 435 6 education education NN work_5q5kihz46jaevgqzflwcshzajm 435 7 . . . work_5q5kihz46jaevgqzflwcshzajm 436 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 436 2 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 436 3 hypermedia hypermedia NN work_5q5kihz46jaevgqzflwcshzajm 436 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 436 5 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 436 6 . . . work_5q5kihz46jaevgqzflwcshzajm 437 1 363–367 363–367 CD work_5q5kihz46jaevgqzflwcshzajm 437 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 437 3 . . . work_5q5kihz46jaevgqzflwcshzajm 438 1 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 438 2 , , , work_5q5kihz46jaevgqzflwcshzajm 438 3 N. N. NNP work_5q5kihz46jaevgqzflwcshzajm 438 4 , , , work_5q5kihz46jaevgqzflwcshzajm 438 5 Komis Komis NNP work_5q5kihz46jaevgqzflwcshzajm 438 6 , , , work_5q5kihz46jaevgqzflwcshzajm 438 7 V. V. NNP work_5q5kihz46jaevgqzflwcshzajm 438 8 , , , work_5q5kihz46jaevgqzflwcshzajm 438 9 Fiotakis Fiotakis NNP work_5q5kihz46jaevgqzflwcshzajm 438 10 , , , work_5q5kihz46jaevgqzflwcshzajm 438 11 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 438 12 , , , work_5q5kihz46jaevgqzflwcshzajm 438 13 Margaritis Margaritis NNP work_5q5kihz46jaevgqzflwcshzajm 438 14 , , , work_5q5kihz46jaevgqzflwcshzajm 438 15 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 438 16 , , , work_5q5kihz46jaevgqzflwcshzajm 438 17 & & CC work_5q5kihz46jaevgqzflwcshzajm 438 18 Voyiatzaki Voyiatzaki NNP work_5q5kihz46jaevgqzflwcshzajm 438 19 , , , work_5q5kihz46jaevgqzflwcshzajm 438 20 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 438 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 438 22 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 438 23 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 438 24 . . . work_5q5kihz46jaevgqzflwcshzajm 439 1 Why why WRB work_5q5kihz46jaevgqzflwcshzajm 439 2 logging log VBG work_5q5kihz46jaevgqzflwcshzajm 439 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 439 4 fingertip fingertip JJ work_5q5kihz46jaevgqzflwcshzajm 439 5 actions action NNS work_5q5kihz46jaevgqzflwcshzajm 439 6 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 439 7 not not RB work_5q5kihz46jaevgqzflwcshzajm 439 8 enough enough JJ work_5q5kihz46jaevgqzflwcshzajm 439 9 for for IN work_5q5kihz46jaevgqzflwcshzajm 439 10 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 439 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 439 12 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 439 13 activities activity NNS work_5q5kihz46jaevgqzflwcshzajm 439 14 . . . work_5q5kihz46jaevgqzflwcshzajm 440 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 440 2 Workshop Workshop NNP work_5q5kihz46jaevgqzflwcshzajm 440 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 440 4 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 440 5 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 440 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 440 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 440 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 440 9 at at IN work_5q5kihz46jaevgqzflwcshzajm 440 10 the the DT work_5q5kihz46jaevgqzflwcshzajm 440 11 12th 12th JJ work_5q5kihz46jaevgqzflwcshzajm 440 12 international international JJ work_5q5kihz46jaevgqzflwcshzajm 440 13 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 440 14 on on IN work_5q5kihz46jaevgqzflwcshzajm 440 15 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 440 16 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 440 17 in in IN work_5q5kihz46jaevgqzflwcshzajm 440 18 education education NN work_5q5kihz46jaevgqzflwcshzajm 440 19 . . . work_5q5kihz46jaevgqzflwcshzajm 441 1 Baker Baker NNP work_5q5kihz46jaevgqzflwcshzajm 441 2 , , , work_5q5kihz46jaevgqzflwcshzajm 441 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 441 4 , , , work_5q5kihz46jaevgqzflwcshzajm 441 5 Corbett Corbett NNP work_5q5kihz46jaevgqzflwcshzajm 441 6 , , , work_5q5kihz46jaevgqzflwcshzajm 441 7 A. A. NNP work_5q5kihz46jaevgqzflwcshzajm 441 8 , , , work_5q5kihz46jaevgqzflwcshzajm 441 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 441 10 Koedinger Koedinger NNP work_5q5kihz46jaevgqzflwcshzajm 441 11 , , , work_5q5kihz46jaevgqzflwcshzajm 441 12 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 441 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 441 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 441 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 441 16 . . . work_5q5kihz46jaevgqzflwcshzajm 442 1 Detecting detect VBG work_5q5kihz46jaevgqzflwcshzajm 442 2 student student NN work_5q5kihz46jaevgqzflwcshzajm 442 3 misuse misuse NN work_5q5kihz46jaevgqzflwcshzajm 442 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 442 5 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 442 6 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 442 7 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 442 8 . . . work_5q5kihz46jaevgqzflwcshzajm 443 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 443 2 Intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 443 3 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 443 4 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 443 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 443 6 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 443 7 . . . work_5q5kihz46jaevgqzflwcshzajm 444 1 531 531 CD work_5q5kihz46jaevgqzflwcshzajm 444 2 – – : work_5q5kihz46jaevgqzflwcshzajm 444 3 540 540 CD work_5q5kihz46jaevgqzflwcshzajm 444 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 444 5 . . . work_5q5kihz46jaevgqzflwcshzajm 445 1 144 144 CD work_5q5kihz46jaevgqzflwcshzajm 445 2 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 445 3 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 445 4 , , , work_5q5kihz46jaevgqzflwcshzajm 445 5 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 445 6 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 445 7 / / SYM work_5q5kihz46jaevgqzflwcshzajm 445 8 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 445 9 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 445 10 with with IN work_5q5kihz46jaevgqzflwcshzajm 445 11 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 445 12 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 445 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 445 14 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 445 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 445 16 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 445 17 A a NN work_5q5kihz46jaevgqzflwcshzajm 445 18 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 445 19 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 445 20 r r NN work_5q5kihz46jaevgqzflwcshzajm 445 21 's 's POS work_5q5kihz46jaevgqzflwcshzajm 445 22 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 445 23 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 445 24 on on IN work_5q5kihz46jaevgqzflwcshzajm 445 25 al al NNP work_5q5kihz46jaevgqzflwcshzajm 445 26 co co NNP work_5q5kihz46jaevgqzflwcshzajm 445 27 py py NNP work_5q5kihz46jaevgqzflwcshzajm 445 28 Bari Bari NNP work_5q5kihz46jaevgqzflwcshzajm 445 29 , , , work_5q5kihz46jaevgqzflwcshzajm 445 30 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 445 31 , , , work_5q5kihz46jaevgqzflwcshzajm 445 32 & & CC work_5q5kihz46jaevgqzflwcshzajm 445 33 Benzater Benzater NNP work_5q5kihz46jaevgqzflwcshzajm 445 34 , , , work_5q5kihz46jaevgqzflwcshzajm 445 35 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 446 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 446 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 446 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 446 4 . . . work_5q5kihz46jaevgqzflwcshzajm 447 1 Retrieving retrieve VBG work_5q5kihz46jaevgqzflwcshzajm 447 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 447 3 from from IN work_5q5kihz46jaevgqzflwcshzajm 447 4 pdf pdf NNP work_5q5kihz46jaevgqzflwcshzajm 447 5 interactive interactive NNP work_5q5kihz46jaevgqzflwcshzajm 447 6 multimedia multimedia NNP work_5q5kihz46jaevgqzflwcshzajm 447 7 productions production NNS work_5q5kihz46jaevgqzflwcshzajm 447 8 . . . work_5q5kihz46jaevgqzflwcshzajm 448 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 448 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 448 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 448 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 448 5 human human JJ work_5q5kihz46jaevgqzflwcshzajm 448 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 448 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 448 8 : : : work_5q5kihz46jaevgqzflwcshzajm 448 9 Who who WP work_5q5kihz46jaevgqzflwcshzajm 448 10 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 448 11 in in IN work_5q5kihz46jaevgqzflwcshzajm 448 12 control control NN work_5q5kihz46jaevgqzflwcshzajm 448 13 ? ? . work_5q5kihz46jaevgqzflwcshzajm 449 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 449 2 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 449 3 . . . work_5q5kihz46jaevgqzflwcshzajm 450 1 321–330 321–330 LS work_5q5kihz46jaevgqzflwcshzajm 450 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 450 3 . . . work_5q5kihz46jaevgqzflwcshzajm 451 1 Beck Beck NNP work_5q5kihz46jaevgqzflwcshzajm 451 2 , , , work_5q5kihz46jaevgqzflwcshzajm 451 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 451 4 , , , work_5q5kihz46jaevgqzflwcshzajm 451 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 451 6 Woolf Woolf NNP work_5q5kihz46jaevgqzflwcshzajm 451 7 , , , work_5q5kihz46jaevgqzflwcshzajm 451 8 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 452 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 452 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 452 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 452 4 . . . work_5q5kihz46jaevgqzflwcshzajm 453 1 High high JJ work_5q5kihz46jaevgqzflwcshzajm 453 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 453 3 level level NN work_5q5kihz46jaevgqzflwcshzajm 453 4 student student NN work_5q5kihz46jaevgqzflwcshzajm 453 5 modeling model VBG work_5q5kihz46jaevgqzflwcshzajm 453 6 with with IN work_5q5kihz46jaevgqzflwcshzajm 453 7 machine machine NN work_5q5kihz46jaevgqzflwcshzajm 453 8 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 453 9 . . . work_5q5kihz46jaevgqzflwcshzajm 454 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 454 2 Intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 454 3 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 454 4 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 454 5 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 454 6 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 454 7 . . . work_5q5kihz46jaevgqzflwcshzajm 455 1 584–593 584–593 LS work_5q5kihz46jaevgqzflwcshzajm 455 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 455 3 . . . work_5q5kihz46jaevgqzflwcshzajm 456 1 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 456 2 , , , work_5q5kihz46jaevgqzflwcshzajm 456 3 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 456 4 , , , work_5q5kihz46jaevgqzflwcshzajm 456 5 Ghedini Ghedini NNP work_5q5kihz46jaevgqzflwcshzajm 456 6 , , , work_5q5kihz46jaevgqzflwcshzajm 456 7 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 456 8 , , , work_5q5kihz46jaevgqzflwcshzajm 456 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 456 10 Terra Terra NNP work_5q5kihz46jaevgqzflwcshzajm 456 11 , , , work_5q5kihz46jaevgqzflwcshzajm 456 12 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 456 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 456 14 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 456 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 456 16 . . . work_5q5kihz46jaevgqzflwcshzajm 457 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 457 2 kdd kdd NNP work_5q5kihz46jaevgqzflwcshzajm 457 3 to to TO work_5q5kihz46jaevgqzflwcshzajm 457 4 analyze analyze VB work_5q5kihz46jaevgqzflwcshzajm 457 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 457 6 impact impact NN work_5q5kihz46jaevgqzflwcshzajm 457 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 457 8 curriculum curriculum NN work_5q5kihz46jaevgqzflwcshzajm 457 9 revisions revision NNS work_5q5kihz46jaevgqzflwcshzajm 457 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 457 11 a a DT work_5q5kihz46jaevgqzflwcshzajm 457 12 Brazilian brazilian JJ work_5q5kihz46jaevgqzflwcshzajm 457 13 university university NN work_5q5kihz46jaevgqzflwcshzajm 457 14 . . . work_5q5kihz46jaevgqzflwcshzajm 458 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 458 2 Eleventh eleventh JJ work_5q5kihz46jaevgqzflwcshzajm 458 3 international international JJ work_5q5kihz46jaevgqzflwcshzajm 458 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 458 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 458 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 458 7 engineering engineering NN work_5q5kihz46jaevgqzflwcshzajm 458 8 . . . work_5q5kihz46jaevgqzflwcshzajm 459 1 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 459 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 459 3 the the DT work_5q5kihz46jaevgqzflwcshzajm 459 4 SPIE SPIE NNP work_5q5kihz46jaevgqzflwcshzajm 459 5 14th 14th JJ work_5q5kihz46jaevgqzflwcshzajm 459 6 annual annual JJ work_5q5kihz46jaevgqzflwcshzajm 459 7 international international JJ work_5q5kihz46jaevgqzflwcshzajm 459 8 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 459 9 on on IN work_5q5kihz46jaevgqzflwcshzajm 459 10 aerospace aerospace NN work_5q5kihz46jaevgqzflwcshzajm 459 11 / / SYM work_5q5kihz46jaevgqzflwcshzajm 459 12 defense defense NN work_5q5kihz46jaevgqzflwcshzajm 459 13 , , , work_5q5kihz46jaevgqzflwcshzajm 459 14 sensing sensing NN work_5q5kihz46jaevgqzflwcshzajm 459 15 , , , work_5q5kihz46jaevgqzflwcshzajm 459 16 simulation simulation NN work_5q5kihz46jaevgqzflwcshzajm 459 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 459 18 controls control NNS work_5q5kihz46jaevgqzflwcshzajm 459 19 , , , work_5q5kihz46jaevgqzflwcshzajm 459 20 Orlando Orlando NNP work_5q5kihz46jaevgqzflwcshzajm 459 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 459 22 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 459 23 . . . work_5q5kihz46jaevgqzflwcshzajm 460 1 412–419 412–419 LS work_5q5kihz46jaevgqzflwcshzajm 460 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 460 3 . . . work_5q5kihz46jaevgqzflwcshzajm 461 1 Becker Becker NNP work_5q5kihz46jaevgqzflwcshzajm 461 2 , , , work_5q5kihz46jaevgqzflwcshzajm 461 3 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 461 4 , , , work_5q5kihz46jaevgqzflwcshzajm 461 5 Vanzin Vanzin NNP work_5q5kihz46jaevgqzflwcshzajm 461 6 , , , work_5q5kihz46jaevgqzflwcshzajm 461 7 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 461 8 , , , work_5q5kihz46jaevgqzflwcshzajm 461 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 461 10 Ruiz Ruiz NNP work_5q5kihz46jaevgqzflwcshzajm 461 11 , , , work_5q5kihz46jaevgqzflwcshzajm 461 12 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 461 13 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 461 14 A. A. NNP work_5q5kihz46jaevgqzflwcshzajm 462 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 462 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 462 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 462 4 . . . work_5q5kihz46jaevgqzflwcshzajm 463 1 Ontology ontology NN work_5q5kihz46jaevgqzflwcshzajm 463 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 463 3 based base VBN work_5q5kihz46jaevgqzflwcshzajm 463 4 filtering filtering NN work_5q5kihz46jaevgqzflwcshzajm 463 5 mechanisms mechanism NNS work_5q5kihz46jaevgqzflwcshzajm 463 6 for for IN work_5q5kihz46jaevgqzflwcshzajm 463 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 463 8 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 463 9 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 463 10 retrieval retrieval NN work_5q5kihz46jaevgqzflwcshzajm 463 11 . . . work_5q5kihz46jaevgqzflwcshzajm 464 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 464 2 6th 6th JJ work_5q5kihz46jaevgqzflwcshzajm 464 3 International International NNP work_5q5kihz46jaevgqzflwcshzajm 464 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 464 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 464 6 e e NNP work_5q5kihz46jaevgqzflwcshzajm 464 7 - - NN work_5q5kihz46jaevgqzflwcshzajm 464 8 commerce commerce NNP work_5q5kihz46jaevgqzflwcshzajm 464 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 464 10 web web NN work_5q5kihz46jaevgqzflwcshzajm 464 11 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 464 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 464 13 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 464 14 . . . work_5q5kihz46jaevgqzflwcshzajm 465 1 267–277 267–277 CD work_5q5kihz46jaevgqzflwcshzajm 465 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 465 3 . . . work_5q5kihz46jaevgqzflwcshzajm 466 1 Brusilovsky Brusilovsky NNP work_5q5kihz46jaevgqzflwcshzajm 466 2 , , , work_5q5kihz46jaevgqzflwcshzajm 466 3 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 466 4 , , , work_5q5kihz46jaevgqzflwcshzajm 466 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 466 6 Peylo Peylo NNP work_5q5kihz46jaevgqzflwcshzajm 466 7 , , , work_5q5kihz46jaevgqzflwcshzajm 466 8 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 466 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 466 10 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 466 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 466 12 . . . work_5q5kihz46jaevgqzflwcshzajm 467 1 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 467 2 and and CC work_5q5kihz46jaevgqzflwcshzajm 467 3 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 467 4 web web NN work_5q5kihz46jaevgqzflwcshzajm 467 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 467 6 based base VBN work_5q5kihz46jaevgqzflwcshzajm 467 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 467 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 467 9 . . . work_5q5kihz46jaevgqzflwcshzajm 468 1 International International NNP work_5q5kihz46jaevgqzflwcshzajm 468 2 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 468 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 468 4 Artificial Artificial NNP work_5q5kihz46jaevgqzflwcshzajm 468 5 Intelligence Intelligence NNP work_5q5kihz46jaevgqzflwcshzajm 468 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 468 7 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 468 8 , , , work_5q5kihz46jaevgqzflwcshzajm 468 9 13 13 CD work_5q5kihz46jaevgqzflwcshzajm 468 10 , , , work_5q5kihz46jaevgqzflwcshzajm 468 11 156–169 156–169 CD work_5q5kihz46jaevgqzflwcshzajm 468 12 . . . work_5q5kihz46jaevgqzflwcshzajm 469 1 Castro Castro NNP work_5q5kihz46jaevgqzflwcshzajm 469 2 , , , work_5q5kihz46jaevgqzflwcshzajm 469 3 F. F. NNP work_5q5kihz46jaevgqzflwcshzajm 469 4 , , , work_5q5kihz46jaevgqzflwcshzajm 469 5 Vellido Vellido NNP work_5q5kihz46jaevgqzflwcshzajm 469 6 , , , work_5q5kihz46jaevgqzflwcshzajm 469 7 A. A. NNP work_5q5kihz46jaevgqzflwcshzajm 469 8 , , , work_5q5kihz46jaevgqzflwcshzajm 469 9 Nebot Nebot NNP work_5q5kihz46jaevgqzflwcshzajm 469 10 , , , work_5q5kihz46jaevgqzflwcshzajm 469 11 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 469 12 , , , work_5q5kihz46jaevgqzflwcshzajm 469 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 469 14 Minguillon Minguillon NNP work_5q5kihz46jaevgqzflwcshzajm 469 15 , , , work_5q5kihz46jaevgqzflwcshzajm 469 16 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 470 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 470 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 470 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 470 4 . . . work_5q5kihz46jaevgqzflwcshzajm 471 1 Detecting detect VBG work_5q5kihz46jaevgqzflwcshzajm 471 2 atypical atypical JJ work_5q5kihz46jaevgqzflwcshzajm 471 3 student student NN work_5q5kihz46jaevgqzflwcshzajm 471 4 behaviour behaviour NN work_5q5kihz46jaevgqzflwcshzajm 471 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 471 6 an an DT work_5q5kihz46jaevgqzflwcshzajm 471 7 e e NN work_5q5kihz46jaevgqzflwcshzajm 471 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 471 9 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 471 10 system system NN work_5q5kihz46jaevgqzflwcshzajm 471 11 . . . work_5q5kihz46jaevgqzflwcshzajm 472 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 472 2 I -PRON- PRP work_5q5kihz46jaevgqzflwcshzajm 472 3 Simposio Simposio NNP work_5q5kihz46jaevgqzflwcshzajm 472 4 Nacional Nacional NNP work_5q5kihz46jaevgqzflwcshzajm 472 5 de de NNP work_5q5kihz46jaevgqzflwcshzajm 472 6 Tecnologas Tecnologas NNP work_5q5kihz46jaevgqzflwcshzajm 472 7 de de NNP work_5q5kihz46jaevgqzflwcshzajm 472 8 la la NNP work_5q5kihz46jaevgqzflwcshzajm 472 9 Informacin Informacin NNP work_5q5kihz46jaevgqzflwcshzajm 472 10 y y NNP work_5q5kihz46jaevgqzflwcshzajm 472 11 las las NNP work_5q5kihz46jaevgqzflwcshzajm 472 12 Comunicaciones Comunicaciones NNP work_5q5kihz46jaevgqzflwcshzajm 472 13 en en IN work_5q5kihz46jaevgqzflwcshzajm 472 14 la la FW work_5q5kihz46jaevgqzflwcshzajm 472 15 Educacin Educacin NNP work_5q5kihz46jaevgqzflwcshzajm 472 16 , , , work_5q5kihz46jaevgqzflwcshzajm 472 17 Granada Granada NNP work_5q5kihz46jaevgqzflwcshzajm 472 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 472 19 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 472 20 . . . work_5q5kihz46jaevgqzflwcshzajm 473 1 153–160 153–160 CD work_5q5kihz46jaevgqzflwcshzajm 473 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 473 3 . . . work_5q5kihz46jaevgqzflwcshzajm 474 1 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 474 2 , , , work_5q5kihz46jaevgqzflwcshzajm 474 3 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 474 4 , , , work_5q5kihz46jaevgqzflwcshzajm 474 5 Liu Liu NNP work_5q5kihz46jaevgqzflwcshzajm 474 6 , , , work_5q5kihz46jaevgqzflwcshzajm 474 7 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 474 8 , , , work_5q5kihz46jaevgqzflwcshzajm 474 9 Ou Ou NNP work_5q5kihz46jaevgqzflwcshzajm 474 10 , , , work_5q5kihz46jaevgqzflwcshzajm 474 11 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 474 12 , , , work_5q5kihz46jaevgqzflwcshzajm 474 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 474 14 Liu Liu NNP work_5q5kihz46jaevgqzflwcshzajm 474 15 , , , work_5q5kihz46jaevgqzflwcshzajm 474 16 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 475 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 475 2 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 475 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 475 4 . . . work_5q5kihz46jaevgqzflwcshzajm 476 1 Discovering discover VBG work_5q5kihz46jaevgqzflwcshzajm 476 2 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 476 3 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 476 4 from from IN work_5q5kihz46jaevgqzflwcshzajm 476 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 476 6 log log NN work_5q5kihz46jaevgqzflwcshzajm 476 7 portfolio portfolio NN work_5q5kihz46jaevgqzflwcshzajm 476 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 476 9 managing manage VBG work_5q5kihz46jaevgqzflwcshzajm 476 10 classroom classroom NN work_5q5kihz46jaevgqzflwcshzajm 476 11 processes process NNS work_5q5kihz46jaevgqzflwcshzajm 476 12 by by IN work_5q5kihz46jaevgqzflwcshzajm 476 13 applying apply VBG work_5q5kihz46jaevgqzflwcshzajm 476 14 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 476 15 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 476 16 and and CC work_5q5kihz46jaevgqzflwcshzajm 476 17 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 476 18 cube cube NN work_5q5kihz46jaevgqzflwcshzajm 476 19 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 476 20 . . . work_5q5kihz46jaevgqzflwcshzajm 477 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 477 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 477 3 Educational Educational NNP work_5q5kihz46jaevgqzflwcshzajm 477 4 Computing Computing NNP work_5q5kihz46jaevgqzflwcshzajm 477 5 Research Research NNP work_5q5kihz46jaevgqzflwcshzajm 477 6 , , , work_5q5kihz46jaevgqzflwcshzajm 477 7 23(3 23(3 CD work_5q5kihz46jaevgqzflwcshzajm 477 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 477 9 , , , work_5q5kihz46jaevgqzflwcshzajm 477 10 305–332 305–332 CD work_5q5kihz46jaevgqzflwcshzajm 477 11 . . . work_5q5kihz46jaevgqzflwcshzajm 478 1 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 478 2 , , , work_5q5kihz46jaevgqzflwcshzajm 478 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 478 4 , , , work_5q5kihz46jaevgqzflwcshzajm 478 5 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 478 6 , , , work_5q5kihz46jaevgqzflwcshzajm 478 7 Q. Q. NNP work_5q5kihz46jaevgqzflwcshzajm 478 8 , , , work_5q5kihz46jaevgqzflwcshzajm 478 9 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 478 10 , , , work_5q5kihz46jaevgqzflwcshzajm 478 11 L. L. NNP work_5q5kihz46jaevgqzflwcshzajm 478 12 , , , work_5q5kihz46jaevgqzflwcshzajm 478 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 478 14 Jia Jia NNP work_5q5kihz46jaevgqzflwcshzajm 478 15 , , , work_5q5kihz46jaevgqzflwcshzajm 478 16 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 478 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 478 18 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 478 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 478 20 . . . work_5q5kihz46jaevgqzflwcshzajm 479 1 Automatically automatically RB work_5q5kihz46jaevgqzflwcshzajm 479 2 generating generate VBG work_5q5kihz46jaevgqzflwcshzajm 479 3 an an DT work_5q5kihz46jaevgqzflwcshzajm 479 4 e e NN work_5q5kihz46jaevgqzflwcshzajm 479 5 - - NN work_5q5kihz46jaevgqzflwcshzajm 479 6 textbook textbook NN work_5q5kihz46jaevgqzflwcshzajm 479 7 on on IN work_5q5kihz46jaevgqzflwcshzajm 479 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 479 9 web web NN work_5q5kihz46jaevgqzflwcshzajm 479 10 . . . work_5q5kihz46jaevgqzflwcshzajm 480 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 480 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 480 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 480 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 480 5 advances advance NNS work_5q5kihz46jaevgqzflwcshzajm 480 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 480 7 web- web- NN work_5q5kihz46jaevgqzflwcshzajm 480 8 based base VBN work_5q5kihz46jaevgqzflwcshzajm 480 9 learning learning NNP work_5q5kihz46jaevgqzflwcshzajm 480 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 480 11 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 480 12 . . . work_5q5kihz46jaevgqzflwcshzajm 481 1 35–42 35–42 LS work_5q5kihz46jaevgqzflwcshzajm 481 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 481 3 . . . work_5q5kihz46jaevgqzflwcshzajm 482 1 Damez Damez NNP work_5q5kihz46jaevgqzflwcshzajm 482 2 , , , work_5q5kihz46jaevgqzflwcshzajm 482 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 482 4 , , , work_5q5kihz46jaevgqzflwcshzajm 482 5 Marsala Marsala NNP work_5q5kihz46jaevgqzflwcshzajm 482 6 , , , work_5q5kihz46jaevgqzflwcshzajm 482 7 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 482 8 , , , work_5q5kihz46jaevgqzflwcshzajm 482 9 Dang Dang NNP work_5q5kihz46jaevgqzflwcshzajm 482 10 , , , work_5q5kihz46jaevgqzflwcshzajm 482 11 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 482 12 , , , work_5q5kihz46jaevgqzflwcshzajm 482 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 482 14 Bouchon Bouchon NNP work_5q5kihz46jaevgqzflwcshzajm 482 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 482 16 Meunier Meunier NNP work_5q5kihz46jaevgqzflwcshzajm 482 17 , , , work_5q5kihz46jaevgqzflwcshzajm 482 18 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 483 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 483 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 483 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 483 4 . . . work_5q5kihz46jaevgqzflwcshzajm 484 1 Fuzzy fuzzy JJ work_5q5kihz46jaevgqzflwcshzajm 484 2 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 484 3 tree tree NN work_5q5kihz46jaevgqzflwcshzajm 484 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 484 5 user user NN work_5q5kihz46jaevgqzflwcshzajm 484 6 modeling model VBG work_5q5kihz46jaevgqzflwcshzajm 484 7 from from IN work_5q5kihz46jaevgqzflwcshzajm 484 8 human human JJ work_5q5kihz46jaevgqzflwcshzajm 484 9 – – : work_5q5kihz46jaevgqzflwcshzajm 484 10 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 484 11 interactions interaction NNS work_5q5kihz46jaevgqzflwcshzajm 484 12 . . . work_5q5kihz46jaevgqzflwcshzajm 485 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 485 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 485 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 485 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 485 5 human human JJ work_5q5kihz46jaevgqzflwcshzajm 485 6 system system NN work_5q5kihz46jaevgqzflwcshzajm 485 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 485 8 : : : work_5q5kihz46jaevgqzflwcshzajm 485 9 Who who WP work_5q5kihz46jaevgqzflwcshzajm 485 10 is be VBZ work_5q5kihz46jaevgqzflwcshzajm 485 11 in in IN work_5q5kihz46jaevgqzflwcshzajm 485 12 control control NN work_5q5kihz46jaevgqzflwcshzajm 485 13 ? ? . work_5q5kihz46jaevgqzflwcshzajm 486 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 486 2 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 486 3 . . . work_5q5kihz46jaevgqzflwcshzajm 487 1 287–302 287–302 CD work_5q5kihz46jaevgqzflwcshzajm 487 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 487 3 . . . work_5q5kihz46jaevgqzflwcshzajm 488 1 Dringus Dringus NNP work_5q5kihz46jaevgqzflwcshzajm 488 2 , , , work_5q5kihz46jaevgqzflwcshzajm 488 3 L. L. NNP work_5q5kihz46jaevgqzflwcshzajm 488 4 , , , work_5q5kihz46jaevgqzflwcshzajm 488 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 488 6 Ellis Ellis NNP work_5q5kihz46jaevgqzflwcshzajm 488 7 , , , work_5q5kihz46jaevgqzflwcshzajm 488 8 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 488 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 488 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 488 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 488 12 . . . work_5q5kihz46jaevgqzflwcshzajm 489 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 489 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 489 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 489 4 as as IN work_5q5kihz46jaevgqzflwcshzajm 489 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 489 6 strategy strategy NN work_5q5kihz46jaevgqzflwcshzajm 489 7 for for IN work_5q5kihz46jaevgqzflwcshzajm 489 8 assessing assess VBG work_5q5kihz46jaevgqzflwcshzajm 489 9 asynchronous asynchronous JJ work_5q5kihz46jaevgqzflwcshzajm 489 10 discussion discussion NN work_5q5kihz46jaevgqzflwcshzajm 489 11 forums forum NNS work_5q5kihz46jaevgqzflwcshzajm 489 12 . . . work_5q5kihz46jaevgqzflwcshzajm 490 1 Computer Computer NNP work_5q5kihz46jaevgqzflwcshzajm 490 2 & & CC work_5q5kihz46jaevgqzflwcshzajm 490 3 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 490 4 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 490 5 , , , work_5q5kihz46jaevgqzflwcshzajm 490 6 45 45 CD work_5q5kihz46jaevgqzflwcshzajm 490 7 , , , work_5q5kihz46jaevgqzflwcshzajm 490 8 141–160 141–160 CD work_5q5kihz46jaevgqzflwcshzajm 490 9 . . . work_5q5kihz46jaevgqzflwcshzajm 491 1 Farzan Farzan NNP work_5q5kihz46jaevgqzflwcshzajm 491 2 , , , work_5q5kihz46jaevgqzflwcshzajm 491 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 491 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 491 5 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 491 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 491 7 . . . work_5q5kihz46jaevgqzflwcshzajm 492 1 Adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 492 2 socio socio JJ work_5q5kihz46jaevgqzflwcshzajm 492 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 492 4 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 492 5 system system NN work_5q5kihz46jaevgqzflwcshzajm 492 6 for for IN work_5q5kihz46jaevgqzflwcshzajm 492 7 open open JJ work_5q5kihz46jaevgqzflwcshzajm 492 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 492 9 corpus corpus NN work_5q5kihz46jaevgqzflwcshzajm 492 10 e e NN work_5q5kihz46jaevgqzflwcshzajm 492 11 - - NN work_5q5kihz46jaevgqzflwcshzajm 492 12 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 492 13 . . . work_5q5kihz46jaevgqzflwcshzajm 493 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 493 2 Doctoral doctoral JJ work_5q5kihz46jaevgqzflwcshzajm 493 3 consortium consortium NN work_5q5kihz46jaevgqzflwcshzajm 493 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 493 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 493 6 third third JJ work_5q5kihz46jaevgqzflwcshzajm 493 7 international international JJ work_5q5kihz46jaevgqzflwcshzajm 493 8 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 493 9 on on IN work_5q5kihz46jaevgqzflwcshzajm 493 10 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 493 11 hypermedia hypermedia NN work_5q5kihz46jaevgqzflwcshzajm 493 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 493 13 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 493 14 web web NN work_5q5kihz46jaevgqzflwcshzajm 493 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 493 16 based base VBN work_5q5kihz46jaevgqzflwcshzajm 493 17 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 493 18 . . . work_5q5kihz46jaevgqzflwcshzajm 494 1 Feng Feng NNP work_5q5kihz46jaevgqzflwcshzajm 494 2 , , , work_5q5kihz46jaevgqzflwcshzajm 494 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 494 4 , , , work_5q5kihz46jaevgqzflwcshzajm 494 5 Heffernan Heffernan NNP work_5q5kihz46jaevgqzflwcshzajm 494 6 , , , work_5q5kihz46jaevgqzflwcshzajm 494 7 N. N. NNP work_5q5kihz46jaevgqzflwcshzajm 494 8 , , , work_5q5kihz46jaevgqzflwcshzajm 494 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 494 10 Koedinger Koedinger NNP work_5q5kihz46jaevgqzflwcshzajm 494 11 , , , work_5q5kihz46jaevgqzflwcshzajm 494 12 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 494 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 494 14 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 494 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 494 16 . . . work_5q5kihz46jaevgqzflwcshzajm 495 1 Looking look VBG work_5q5kihz46jaevgqzflwcshzajm 495 2 for for IN work_5q5kihz46jaevgqzflwcshzajm 495 3 sources source NNS work_5q5kihz46jaevgqzflwcshzajm 495 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 495 5 error error NN work_5q5kihz46jaevgqzflwcshzajm 495 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 495 7 predicting predict VBG work_5q5kihz46jaevgqzflwcshzajm 495 8 student student NN work_5q5kihz46jaevgqzflwcshzajm 495 9 ’s ’s POS work_5q5kihz46jaevgqzflwcshzajm 495 10 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 495 11 . . . work_5q5kihz46jaevgqzflwcshzajm 496 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 496 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 496 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 496 4 AAAI’05 AAAI’05 NNP work_5q5kihz46jaevgqzflwcshzajm 496 5 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 496 6 on on IN work_5q5kihz46jaevgqzflwcshzajm 496 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 496 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 496 9 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 496 10 . . . work_5q5kihz46jaevgqzflwcshzajm 497 1 Freyberger Freyberger NNP work_5q5kihz46jaevgqzflwcshzajm 497 2 , , , work_5q5kihz46jaevgqzflwcshzajm 497 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 497 4 , , , work_5q5kihz46jaevgqzflwcshzajm 497 5 Heffernan Heffernan NNP work_5q5kihz46jaevgqzflwcshzajm 497 6 , , , work_5q5kihz46jaevgqzflwcshzajm 497 7 N. N. NNP work_5q5kihz46jaevgqzflwcshzajm 497 8 , , , work_5q5kihz46jaevgqzflwcshzajm 497 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 497 10 Ruiz Ruiz NNP work_5q5kihz46jaevgqzflwcshzajm 497 11 , , , work_5q5kihz46jaevgqzflwcshzajm 497 12 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 497 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 497 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 497 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 497 16 . . . work_5q5kihz46jaevgqzflwcshzajm 498 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 498 2 association association NN work_5q5kihz46jaevgqzflwcshzajm 498 3 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 498 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 498 5 guide guide VB work_5q5kihz46jaevgqzflwcshzajm 498 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 498 7 search search NN work_5q5kihz46jaevgqzflwcshzajm 498 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 498 9 best good JJS work_5q5kihz46jaevgqzflwcshzajm 498 10 fitting fitting JJ work_5q5kihz46jaevgqzflwcshzajm 498 11 transfer transfer NN work_5q5kihz46jaevgqzflwcshzajm 498 12 models model NNS work_5q5kihz46jaevgqzflwcshzajm 498 13 of of IN work_5q5kihz46jaevgqzflwcshzajm 498 14 student student NN work_5q5kihz46jaevgqzflwcshzajm 498 15 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 498 16 . . . work_5q5kihz46jaevgqzflwcshzajm 499 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 499 2 Workshop Workshop NNP work_5q5kihz46jaevgqzflwcshzajm 499 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 499 4 analyzing analyze VBG work_5q5kihz46jaevgqzflwcshzajm 499 5 student student NN work_5q5kihz46jaevgqzflwcshzajm 499 6 – – : work_5q5kihz46jaevgqzflwcshzajm 499 7 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 499 8 interactions interaction NNS work_5q5kihz46jaevgqzflwcshzajm 499 9 logs log VBZ work_5q5kihz46jaevgqzflwcshzajm 499 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 499 11 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 499 12 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 499 13 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 499 14 at at IN work_5q5kihz46jaevgqzflwcshzajm 499 15 ITS its PRP$ work_5q5kihz46jaevgqzflwcshzajm 499 16 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 499 17 . . . work_5q5kihz46jaevgqzflwcshzajm 500 1 Grob Grob NNP work_5q5kihz46jaevgqzflwcshzajm 500 2 , , , work_5q5kihz46jaevgqzflwcshzajm 500 3 H. H. NNP work_5q5kihz46jaevgqzflwcshzajm 500 4 , , , work_5q5kihz46jaevgqzflwcshzajm 500 5 Bensberg Bensberg NNP work_5q5kihz46jaevgqzflwcshzajm 500 6 , , , work_5q5kihz46jaevgqzflwcshzajm 500 7 F. F. NNP work_5q5kihz46jaevgqzflwcshzajm 500 8 , , , work_5q5kihz46jaevgqzflwcshzajm 500 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 500 10 Kaderali Kaderali NNP work_5q5kihz46jaevgqzflwcshzajm 500 11 , , , work_5q5kihz46jaevgqzflwcshzajm 500 12 F. F. NNP work_5q5kihz46jaevgqzflwcshzajm 500 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 500 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 500 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 500 16 . . . work_5q5kihz46jaevgqzflwcshzajm 501 1 Controlling control VBG work_5q5kihz46jaevgqzflwcshzajm 501 2 open open JJ work_5q5kihz46jaevgqzflwcshzajm 501 3 source source NN work_5q5kihz46jaevgqzflwcshzajm 501 4 intermediaries intermediary NNS work_5q5kihz46jaevgqzflwcshzajm 501 5 – – : work_5q5kihz46jaevgqzflwcshzajm 501 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 501 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 501 8 log log NN work_5q5kihz46jaevgqzflwcshzajm 501 9 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 501 10 approach approach NN work_5q5kihz46jaevgqzflwcshzajm 501 11 . . . work_5q5kihz46jaevgqzflwcshzajm 502 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 502 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 502 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 502 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 502 5 26th 26th JJ work_5q5kihz46jaevgqzflwcshzajm 502 6 international international JJ work_5q5kihz46jaevgqzflwcshzajm 502 7 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 502 8 on on IN work_5q5kihz46jaevgqzflwcshzajm 502 9 information information NN work_5q5kihz46jaevgqzflwcshzajm 502 10 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 502 11 interfaces interface NNS work_5q5kihz46jaevgqzflwcshzajm 502 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 502 13 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 502 14 . . . work_5q5kihz46jaevgqzflwcshzajm 503 1 233–242 233–242 LS work_5q5kihz46jaevgqzflwcshzajm 503 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 503 3 . . . work_5q5kihz46jaevgqzflwcshzajm 504 1 Grobelnik Grobelnik NNP work_5q5kihz46jaevgqzflwcshzajm 504 2 , , , work_5q5kihz46jaevgqzflwcshzajm 504 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 504 4 , , , work_5q5kihz46jaevgqzflwcshzajm 504 5 Mladenic Mladenic NNP work_5q5kihz46jaevgqzflwcshzajm 504 6 , , , work_5q5kihz46jaevgqzflwcshzajm 504 7 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 504 8 , , , work_5q5kihz46jaevgqzflwcshzajm 504 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 504 10 Jermol Jermol NNP work_5q5kihz46jaevgqzflwcshzajm 504 11 , , , work_5q5kihz46jaevgqzflwcshzajm 504 12 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 504 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 504 14 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 504 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 504 16 . . . work_5q5kihz46jaevgqzflwcshzajm 505 1 Exploiting exploit VBG work_5q5kihz46jaevgqzflwcshzajm 505 2 text text NN work_5q5kihz46jaevgqzflwcshzajm 505 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 505 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 505 5 publishing publishing NN work_5q5kihz46jaevgqzflwcshzajm 505 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 505 7 education education NN work_5q5kihz46jaevgqzflwcshzajm 505 8 . . . work_5q5kihz46jaevgqzflwcshzajm 506 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 506 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 506 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 506 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 506 5 ICML-2002 ICML-2002 NNP work_5q5kihz46jaevgqzflwcshzajm 506 6 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 506 7 on on IN work_5q5kihz46jaevgqzflwcshzajm 506 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 506 9 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 506 10 lessons lesson NNS work_5q5kihz46jaevgqzflwcshzajm 506 11 learned learn VBN work_5q5kihz46jaevgqzflwcshzajm 506 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 506 13 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 506 14 . . . work_5q5kihz46jaevgqzflwcshzajm 507 1 34–39 34–39 LS work_5q5kihz46jaevgqzflwcshzajm 507 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 507 3 . . . work_5q5kihz46jaevgqzflwcshzajm 508 1 Ha ha UH work_5q5kihz46jaevgqzflwcshzajm 508 2 , , , work_5q5kihz46jaevgqzflwcshzajm 508 3 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 508 4 , , , work_5q5kihz46jaevgqzflwcshzajm 508 5 Bae Bae NNP work_5q5kihz46jaevgqzflwcshzajm 508 6 , , , work_5q5kihz46jaevgqzflwcshzajm 508 7 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 508 8 , , , work_5q5kihz46jaevgqzflwcshzajm 508 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 508 10 Park Park NNP work_5q5kihz46jaevgqzflwcshzajm 508 11 , , , work_5q5kihz46jaevgqzflwcshzajm 508 12 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 508 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 508 14 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 508 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 508 16 . . . work_5q5kihz46jaevgqzflwcshzajm 509 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 509 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 509 3 for for IN work_5q5kihz46jaevgqzflwcshzajm 509 4 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 509 5 education education NN work_5q5kihz46jaevgqzflwcshzajm 509 6 . . . work_5q5kihz46jaevgqzflwcshzajm 510 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 510 2 IEEE IEEE NNP work_5q5kihz46jaevgqzflwcshzajm 510 3 international international JJ work_5q5kihz46jaevgqzflwcshzajm 510 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 510 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 510 6 management management NN work_5q5kihz46jaevgqzflwcshzajm 510 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 510 8 innovation innovation NN work_5q5kihz46jaevgqzflwcshzajm 510 9 and and CC work_5q5kihz46jaevgqzflwcshzajm 510 10 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 510 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 510 12 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 510 13 . . . work_5q5kihz46jaevgqzflwcshzajm 511 1 715–719 715–719 CD work_5q5kihz46jaevgqzflwcshzajm 511 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 511 3 . . . work_5q5kihz46jaevgqzflwcshzajm 512 1 Hamalainen Hamalainen NNP work_5q5kihz46jaevgqzflwcshzajm 512 2 , , , work_5q5kihz46jaevgqzflwcshzajm 512 3 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 512 4 , , , work_5q5kihz46jaevgqzflwcshzajm 512 5 Suhonen Suhonen NNP work_5q5kihz46jaevgqzflwcshzajm 512 6 , , , work_5q5kihz46jaevgqzflwcshzajm 512 7 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 512 8 , , , work_5q5kihz46jaevgqzflwcshzajm 512 9 Sutinen Sutinen NNP work_5q5kihz46jaevgqzflwcshzajm 512 10 , , , work_5q5kihz46jaevgqzflwcshzajm 512 11 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 512 12 , , , work_5q5kihz46jaevgqzflwcshzajm 512 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 512 14 Toivonen Toivonen NNP work_5q5kihz46jaevgqzflwcshzajm 512 15 , , , work_5q5kihz46jaevgqzflwcshzajm 512 16 H. H. NNP work_5q5kihz46jaevgqzflwcshzajm 512 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 512 18 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 512 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 512 20 . . . work_5q5kihz46jaevgqzflwcshzajm 513 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 513 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 513 3 in in IN work_5q5kihz46jaevgqzflwcshzajm 513 4 personalizing personalize VBG work_5q5kihz46jaevgqzflwcshzajm 513 5 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 513 6 education education NN work_5q5kihz46jaevgqzflwcshzajm 513 7 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 513 8 . . . work_5q5kihz46jaevgqzflwcshzajm 514 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 514 2 World World NNP work_5q5kihz46jaevgqzflwcshzajm 514 3 confer- confer- JJ work_5q5kihz46jaevgqzflwcshzajm 514 4 ence ence NN work_5q5kihz46jaevgqzflwcshzajm 514 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 514 6 open open JJ work_5q5kihz46jaevgqzflwcshzajm 514 7 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 514 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 514 9 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 514 10 education education NN work_5q5kihz46jaevgqzflwcshzajm 514 11 , , , work_5q5kihz46jaevgqzflwcshzajm 514 12 Hong Hong NNP work_5q5kihz46jaevgqzflwcshzajm 514 13 Kong Kong NNP work_5q5kihz46jaevgqzflwcshzajm 514 14 . . . work_5q5kihz46jaevgqzflwcshzajm 515 1 Hammouda Hammouda NNP work_5q5kihz46jaevgqzflwcshzajm 515 2 , , , work_5q5kihz46jaevgqzflwcshzajm 515 3 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 515 4 , , , work_5q5kihz46jaevgqzflwcshzajm 515 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 515 6 Kamel Kamel NNP work_5q5kihz46jaevgqzflwcshzajm 515 7 , , , work_5q5kihz46jaevgqzflwcshzajm 515 8 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 515 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 515 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 515 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 515 12 . . . work_5q5kihz46jaevgqzflwcshzajm 516 1 Ch ch NN work_5q5kihz46jaevgqzflwcshzajm 516 2 . . . work_5q5kihz46jaevgqzflwcshzajm 517 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 517 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 517 3 in in IN work_5q5kihz46jaevgqzflwcshzajm 517 4 e e NN work_5q5kihz46jaevgqzflwcshzajm 517 5 - - NN work_5q5kihz46jaevgqzflwcshzajm 517 6 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 517 7 . . . work_5q5kihz46jaevgqzflwcshzajm 518 1 Hanna Hanna NNP work_5q5kihz46jaevgqzflwcshzajm 518 2 , , , work_5q5kihz46jaevgqzflwcshzajm 518 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 518 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 518 5 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 518 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 518 7 . . . work_5q5kihz46jaevgqzflwcshzajm 519 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 519 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 519 3 in in IN work_5q5kihz46jaevgqzflwcshzajm 519 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 519 5 e e NN work_5q5kihz46jaevgqzflwcshzajm 519 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 519 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 519 8 domain domain NN work_5q5kihz46jaevgqzflwcshzajm 519 9 . . . work_5q5kihz46jaevgqzflwcshzajm 520 1 Computers Computers NNP work_5q5kihz46jaevgqzflwcshzajm 520 2 & & CC work_5q5kihz46jaevgqzflwcshzajm 520 3 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 520 4 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 520 5 , , , work_5q5kihz46jaevgqzflwcshzajm 520 6 42(3 42(3 NNP work_5q5kihz46jaevgqzflwcshzajm 520 7 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 520 8 , , , work_5q5kihz46jaevgqzflwcshzajm 520 9 267–287 267–287 CD work_5q5kihz46jaevgqzflwcshzajm 520 10 . . . work_5q5kihz46jaevgqzflwcshzajm 521 1 Heiner Heiner NNP work_5q5kihz46jaevgqzflwcshzajm 521 2 , , , work_5q5kihz46jaevgqzflwcshzajm 521 3 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 521 4 , , , work_5q5kihz46jaevgqzflwcshzajm 521 5 Beck Beck NNP work_5q5kihz46jaevgqzflwcshzajm 521 6 , , , work_5q5kihz46jaevgqzflwcshzajm 521 7 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 521 8 , , , work_5q5kihz46jaevgqzflwcshzajm 521 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 521 10 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 521 11 , , , work_5q5kihz46jaevgqzflwcshzajm 521 12 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 522 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 522 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 522 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 522 4 . . . work_5q5kihz46jaevgqzflwcshzajm 523 1 Lessons lesson NNS work_5q5kihz46jaevgqzflwcshzajm 523 2 on on IN work_5q5kihz46jaevgqzflwcshzajm 523 3 using use VBG work_5q5kihz46jaevgqzflwcshzajm 523 4 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 523 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 523 6 to to TO work_5q5kihz46jaevgqzflwcshzajm 523 7 answer answer VB work_5q5kihz46jaevgqzflwcshzajm 523 8 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 523 9 research research NN work_5q5kihz46jaevgqzflwcshzajm 523 10 questions question NNS work_5q5kihz46jaevgqzflwcshzajm 523 11 . . . work_5q5kihz46jaevgqzflwcshzajm 524 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 524 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 524 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 524 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 524 5 ITS2004 ITS2004 NNP work_5q5kihz46jaevgqzflwcshzajm 524 6 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 524 7 on on IN work_5q5kihz46jaevgqzflwcshzajm 524 8 analyzing analyze VBG work_5q5kihz46jaevgqzflwcshzajm 524 9 student student NN work_5q5kihz46jaevgqzflwcshzajm 524 10 – – : work_5q5kihz46jaevgqzflwcshzajm 524 11 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 524 12 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 524 13 logs log VBZ work_5q5kihz46jaevgqzflwcshzajm 524 14 to to TO work_5q5kihz46jaevgqzflwcshzajm 524 15 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 524 16 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 524 17 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 524 18 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 524 19 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 524 20 . . . work_5q5kihz46jaevgqzflwcshzajm 525 1 1–9 1–9 LS work_5q5kihz46jaevgqzflwcshzajm 525 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 525 3 . . . work_5q5kihz46jaevgqzflwcshzajm 526 1 Heraud Heraud NNP work_5q5kihz46jaevgqzflwcshzajm 526 2 , , , work_5q5kihz46jaevgqzflwcshzajm 526 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 526 4 , , , work_5q5kihz46jaevgqzflwcshzajm 526 5 France France NNP work_5q5kihz46jaevgqzflwcshzajm 526 6 , , , work_5q5kihz46jaevgqzflwcshzajm 526 7 L. L. NNP work_5q5kihz46jaevgqzflwcshzajm 526 8 , , , work_5q5kihz46jaevgqzflwcshzajm 526 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 526 10 Mille Mille NNP work_5q5kihz46jaevgqzflwcshzajm 526 11 , , , work_5q5kihz46jaevgqzflwcshzajm 526 12 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 527 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 527 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 527 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 527 4 . . . work_5q5kihz46jaevgqzflwcshzajm 528 1 Pixed pixe VBN work_5q5kihz46jaevgqzflwcshzajm 528 2 : : : work_5q5kihz46jaevgqzflwcshzajm 528 3 an an DT work_5q5kihz46jaevgqzflwcshzajm 528 4 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 528 5 that that WDT work_5q5kihz46jaevgqzflwcshzajm 528 6 guides guide VBZ work_5q5kihz46jaevgqzflwcshzajm 528 7 students student NNS work_5q5kihz46jaevgqzflwcshzajm 528 8 with with IN work_5q5kihz46jaevgqzflwcshzajm 528 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 528 10 help help NN work_5q5kihz46jaevgqzflwcshzajm 528 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 528 12 learners learner NNS work_5q5kihz46jaevgqzflwcshzajm 528 13 ’ ’ POS work_5q5kihz46jaevgqzflwcshzajm 528 14 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 528 15 log log NN work_5q5kihz46jaevgqzflwcshzajm 528 16 . . . work_5q5kihz46jaevgqzflwcshzajm 529 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 529 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 529 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 529 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 529 5 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 529 6 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 529 7 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 529 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 529 9 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 529 10 analyzing analyzing NN work_5q5kihz46jaevgqzflwcshzajm 529 11 student student NN work_5q5kihz46jaevgqzflwcshzajm 529 12 – – : work_5q5kihz46jaevgqzflwcshzajm 529 13 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 529 14 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 529 15 logs log VBZ work_5q5kihz46jaevgqzflwcshzajm 529 16 to to TO work_5q5kihz46jaevgqzflwcshzajm 529 17 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 529 18 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 529 19 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 529 20 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 529 21 , , , work_5q5kihz46jaevgqzflwcshzajm 529 22 Maceio Maceio NNP work_5q5kihz46jaevgqzflwcshzajm 529 23 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 529 24 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 529 25 . . . work_5q5kihz46jaevgqzflwcshzajm 530 1 57–64 57–64 NN work_5q5kihz46jaevgqzflwcshzajm 530 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 530 3 . . . work_5q5kihz46jaevgqzflwcshzajm 531 1 Hwang Hwang NNP work_5q5kihz46jaevgqzflwcshzajm 531 2 , , , work_5q5kihz46jaevgqzflwcshzajm 531 3 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 531 4 , , , work_5q5kihz46jaevgqzflwcshzajm 531 5 Chang Chang NNP work_5q5kihz46jaevgqzflwcshzajm 531 6 , , , work_5q5kihz46jaevgqzflwcshzajm 531 7 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 531 8 , , , work_5q5kihz46jaevgqzflwcshzajm 531 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 531 10 Chen Chen NNP work_5q5kihz46jaevgqzflwcshzajm 531 11 , , , work_5q5kihz46jaevgqzflwcshzajm 531 12 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 531 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 531 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 531 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 531 16 . . . work_5q5kihz46jaevgqzflwcshzajm 532 1 The the DT work_5q5kihz46jaevgqzflwcshzajm 532 2 relationship relationship NN work_5q5kihz46jaevgqzflwcshzajm 532 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 532 4 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 532 5 traits trait NNS work_5q5kihz46jaevgqzflwcshzajm 532 6 , , , work_5q5kihz46jaevgqzflwcshzajm 532 7 motivation motivation NN work_5q5kihz46jaevgqzflwcshzajm 532 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 532 9 performance performance NN work_5q5kihz46jaevgqzflwcshzajm 532 10 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 532 11 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 532 12 response response NN work_5q5kihz46jaevgqzflwcshzajm 532 13 dynamics dynamic NNS work_5q5kihz46jaevgqzflwcshzajm 532 14 . . . work_5q5kihz46jaevgqzflwcshzajm 533 1 Computers Computers NNP work_5q5kihz46jaevgqzflwcshzajm 533 2 & & CC work_5q5kihz46jaevgqzflwcshzajm 533 3 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 533 4 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 533 5 , , , work_5q5kihz46jaevgqzflwcshzajm 533 6 42(3 42(3 NNP work_5q5kihz46jaevgqzflwcshzajm 533 7 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 533 8 , , , work_5q5kihz46jaevgqzflwcshzajm 533 9 267–287 267–287 CD work_5q5kihz46jaevgqzflwcshzajm 533 10 . . . work_5q5kihz46jaevgqzflwcshzajm 534 1 Iksal Iksal NNP work_5q5kihz46jaevgqzflwcshzajm 534 2 , , , work_5q5kihz46jaevgqzflwcshzajm 534 3 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 534 4 , , , work_5q5kihz46jaevgqzflwcshzajm 534 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 534 6 Choquet Choquet NNP work_5q5kihz46jaevgqzflwcshzajm 534 7 , , , work_5q5kihz46jaevgqzflwcshzajm 534 8 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 534 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 534 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 534 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 534 12 . . . work_5q5kihz46jaevgqzflwcshzajm 535 1 Usage usage NN work_5q5kihz46jaevgqzflwcshzajm 535 2 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 535 3 driven drive VBN work_5q5kihz46jaevgqzflwcshzajm 535 4 by by IN work_5q5kihz46jaevgqzflwcshzajm 535 5 models model NNS work_5q5kihz46jaevgqzflwcshzajm 535 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 535 7 a a DT work_5q5kihz46jaevgqzflwcshzajm 535 8 pedagogical pedagogical JJ work_5q5kihz46jaevgqzflwcshzajm 535 9 context context NN work_5q5kihz46jaevgqzflwcshzajm 535 10 . . . work_5q5kihz46jaevgqzflwcshzajm 536 1 Ingram Ingram NNP work_5q5kihz46jaevgqzflwcshzajm 536 2 , , , work_5q5kihz46jaevgqzflwcshzajm 536 3 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 537 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 537 2 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 537 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 537 4 . . . work_5q5kihz46jaevgqzflwcshzajm 538 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 538 2 web web NN work_5q5kihz46jaevgqzflwcshzajm 538 3 server server NN work_5q5kihz46jaevgqzflwcshzajm 538 4 logs log VBZ work_5q5kihz46jaevgqzflwcshzajm 538 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 538 6 evaluating evaluate VBG work_5q5kihz46jaevgqzflwcshzajm 538 7 instructional instructional JJ work_5q5kihz46jaevgqzflwcshzajm 538 8 web web NN work_5q5kihz46jaevgqzflwcshzajm 538 9 sites site NNS work_5q5kihz46jaevgqzflwcshzajm 538 10 . . . work_5q5kihz46jaevgqzflwcshzajm 539 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 539 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 539 3 Educational Educational NNP work_5q5kihz46jaevgqzflwcshzajm 539 4 Technology Technology NNP work_5q5kihz46jaevgqzflwcshzajm 539 5 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 539 6 , , , work_5q5kihz46jaevgqzflwcshzajm 539 7 28(2 28(2 CD work_5q5kihz46jaevgqzflwcshzajm 539 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 539 9 , , , work_5q5kihz46jaevgqzflwcshzajm 539 10 137–157 137–157 CD work_5q5kihz46jaevgqzflwcshzajm 539 11 . . . work_5q5kihz46jaevgqzflwcshzajm 540 1 Johnson Johnson NNP work_5q5kihz46jaevgqzflwcshzajm 540 2 , , , work_5q5kihz46jaevgqzflwcshzajm 540 3 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 540 4 , , , work_5q5kihz46jaevgqzflwcshzajm 540 5 Arago Arago NNP work_5q5kihz46jaevgqzflwcshzajm 540 6 , , , work_5q5kihz46jaevgqzflwcshzajm 540 7 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 540 8 , , , work_5q5kihz46jaevgqzflwcshzajm 540 9 Shaik Shaik NNP work_5q5kihz46jaevgqzflwcshzajm 540 10 , , , work_5q5kihz46jaevgqzflwcshzajm 540 11 N. N. NNP work_5q5kihz46jaevgqzflwcshzajm 540 12 , , , work_5q5kihz46jaevgqzflwcshzajm 540 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 540 14 Palma Palma NNP work_5q5kihz46jaevgqzflwcshzajm 540 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 540 16 Rivas Rivas NNP work_5q5kihz46jaevgqzflwcshzajm 540 17 , , , work_5q5kihz46jaevgqzflwcshzajm 540 18 N. N. NNP work_5q5kihz46jaevgqzflwcshzajm 540 19 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 540 20 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 540 21 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 540 22 . . . work_5q5kihz46jaevgqzflwcshzajm 541 1 Comparative comparative JJ work_5q5kihz46jaevgqzflwcshzajm 541 2 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 541 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 541 4 learner learner NN work_5q5kihz46jaevgqzflwcshzajm 541 5 satisfaction satisfaction NN work_5q5kihz46jaevgqzflwcshzajm 541 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 541 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 541 8 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 541 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 541 10 online online NN work_5q5kihz46jaevgqzflwcshzajm 541 11 and and CC work_5q5kihz46jaevgqzflwcshzajm 541 12 face face NN work_5q5kihz46jaevgqzflwcshzajm 541 13 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 541 14 to to IN work_5q5kihz46jaevgqzflwcshzajm 541 15 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 541 16 face face NN work_5q5kihz46jaevgqzflwcshzajm 541 17 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 541 18 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 541 19 . . . work_5q5kihz46jaevgqzflwcshzajm 542 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 542 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 542 3 Interactive Interactive NNP work_5q5kihz46jaevgqzflwcshzajm 542 4 Learning Learning NNP work_5q5kihz46jaevgqzflwcshzajm 542 5 Research Research NNP work_5q5kihz46jaevgqzflwcshzajm 542 6 , , , work_5q5kihz46jaevgqzflwcshzajm 542 7 11(1 11(1 CD work_5q5kihz46jaevgqzflwcshzajm 542 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 542 9 , , , work_5q5kihz46jaevgqzflwcshzajm 542 10 29–49 29–49 CD work_5q5kihz46jaevgqzflwcshzajm 542 11 . . . work_5q5kihz46jaevgqzflwcshzajm 543 1 Klosgen Klosgen NNP work_5q5kihz46jaevgqzflwcshzajm 543 2 , , , work_5q5kihz46jaevgqzflwcshzajm 543 3 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 543 4 , , , work_5q5kihz46jaevgqzflwcshzajm 543 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 543 6 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 543 7 , , , work_5q5kihz46jaevgqzflwcshzajm 543 8 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 544 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 544 2 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 544 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 544 4 . . . work_5q5kihz46jaevgqzflwcshzajm 545 1 Handbook handbook NN work_5q5kihz46jaevgqzflwcshzajm 545 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 545 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 545 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 545 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 545 6 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 545 7 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 545 8 . . . work_5q5kihz46jaevgqzflwcshzajm 546 1 New New NNP work_5q5kihz46jaevgqzflwcshzajm 546 2 York York NNP work_5q5kihz46jaevgqzflwcshzajm 546 3 : : : work_5q5kihz46jaevgqzflwcshzajm 546 4 Oxford Oxford NNP work_5q5kihz46jaevgqzflwcshzajm 546 5 University University NNP work_5q5kihz46jaevgqzflwcshzajm 546 6 Press Press NNP work_5q5kihz46jaevgqzflwcshzajm 546 7 . . . work_5q5kihz46jaevgqzflwcshzajm 547 1 Koutri Koutri NNP work_5q5kihz46jaevgqzflwcshzajm 547 2 , , , work_5q5kihz46jaevgqzflwcshzajm 547 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 547 4 , , , work_5q5kihz46jaevgqzflwcshzajm 547 5 Avouris Avouris NNP work_5q5kihz46jaevgqzflwcshzajm 547 6 , , , work_5q5kihz46jaevgqzflwcshzajm 547 7 N. N. NNP work_5q5kihz46jaevgqzflwcshzajm 547 8 , , , work_5q5kihz46jaevgqzflwcshzajm 547 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 547 10 Daskalaki Daskalaki NNP work_5q5kihz46jaevgqzflwcshzajm 547 11 , , , work_5q5kihz46jaevgqzflwcshzajm 547 12 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 547 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 547 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 547 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 547 16 . . . work_5q5kihz46jaevgqzflwcshzajm 548 1 Ch ch NN work_5q5kihz46jaevgqzflwcshzajm 548 2 . . . work_5q5kihz46jaevgqzflwcshzajm 549 1 A a DT work_5q5kihz46jaevgqzflwcshzajm 549 2 survey survey NN work_5q5kihz46jaevgqzflwcshzajm 549 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 549 4 web web NN work_5q5kihz46jaevgqzflwcshzajm 549 5 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 549 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 549 7 techniques technique NNS work_5q5kihz46jaevgqzflwcshzajm 549 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 549 9 web web NN work_5q5kihz46jaevgqzflwcshzajm 549 10 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 549 11 based base VBN work_5q5kihz46jaevgqzflwcshzajm 549 12 adaptive adaptive JJ work_5q5kihz46jaevgqzflwcshzajm 549 13 hypermedia hypermedia NNP work_5q5kihz46jaevgqzflwcshzajm 549 14 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 549 15 . . . work_5q5kihz46jaevgqzflwcshzajm 550 1 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 550 2 , , , work_5q5kihz46jaevgqzflwcshzajm 550 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 550 4 , , , work_5q5kihz46jaevgqzflwcshzajm 550 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 550 6 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 550 7 , , , work_5q5kihz46jaevgqzflwcshzajm 550 8 O. O. NNP work_5q5kihz46jaevgqzflwcshzajm 551 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 551 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 551 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 551 4 . . . work_5q5kihz46jaevgqzflwcshzajm 552 1 Combining combine VBG work_5q5kihz46jaevgqzflwcshzajm 552 2 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 552 3 , , , work_5q5kihz46jaevgqzflwcshzajm 552 4 content content NN work_5q5kihz46jaevgqzflwcshzajm 552 5 , , , work_5q5kihz46jaevgqzflwcshzajm 552 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 552 7 structure structure NN work_5q5kihz46jaevgqzflwcshzajm 552 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 552 9 to to TO work_5q5kihz46jaevgqzflwcshzajm 552 10 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 552 11 web web NN work_5q5kihz46jaevgqzflwcshzajm 552 12 site site NN work_5q5kihz46jaevgqzflwcshzajm 552 13 recommendation recommendation NN work_5q5kihz46jaevgqzflwcshzajm 552 14 . . . work_5q5kihz46jaevgqzflwcshzajm 553 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 553 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 553 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 553 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 553 5 e- e- NN work_5q5kihz46jaevgqzflwcshzajm 553 6 commerce commerce NN work_5q5kihz46jaevgqzflwcshzajm 553 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 553 8 web web NN work_5q5kihz46jaevgqzflwcshzajm 553 9 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 553 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 553 11 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 553 12 . . . work_5q5kihz46jaevgqzflwcshzajm 554 1 305–315 305–315 CD work_5q5kihz46jaevgqzflwcshzajm 554 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 554 3 . . . work_5q5kihz46jaevgqzflwcshzajm 555 1 Lu Lu NNP work_5q5kihz46jaevgqzflwcshzajm 555 2 , , , work_5q5kihz46jaevgqzflwcshzajm 555 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 556 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 556 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 556 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 556 4 . . . work_5q5kihz46jaevgqzflwcshzajm 557 1 Personalized personalized JJ work_5q5kihz46jaevgqzflwcshzajm 557 2 e e NN work_5q5kihz46jaevgqzflwcshzajm 557 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 557 4 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 557 5 material material NN work_5q5kihz46jaevgqzflwcshzajm 557 6 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 557 7 system system NN work_5q5kihz46jaevgqzflwcshzajm 557 8 . . . work_5q5kihz46jaevgqzflwcshzajm 558 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 558 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 558 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 558 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 558 5 information information NN work_5q5kihz46jaevgqzflwcshzajm 558 6 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 558 7 for for IN work_5q5kihz46jaevgqzflwcshzajm 558 8 application application NN work_5q5kihz46jaevgqzflwcshzajm 558 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 558 10 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 558 11 . . . work_5q5kihz46jaevgqzflwcshzajm 559 1 374–379 374–379 CD work_5q5kihz46jaevgqzflwcshzajm 559 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 559 3 . . . work_5q5kihz46jaevgqzflwcshzajm 560 1 Luan Luan NNP work_5q5kihz46jaevgqzflwcshzajm 560 2 , , , work_5q5kihz46jaevgqzflwcshzajm 560 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 561 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 561 2 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 561 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 561 4 . . . work_5q5kihz46jaevgqzflwcshzajm 562 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 562 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 562 3 , , , work_5q5kihz46jaevgqzflwcshzajm 562 4 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 562 5 management management NN work_5q5kihz46jaevgqzflwcshzajm 562 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 562 7 higher high JJR work_5q5kihz46jaevgqzflwcshzajm 562 8 educa- educa- NN work_5q5kihz46jaevgqzflwcshzajm 562 9 tion tion NN work_5q5kihz46jaevgqzflwcshzajm 562 10 , , , work_5q5kihz46jaevgqzflwcshzajm 562 11 potential potential JJ work_5q5kihz46jaevgqzflwcshzajm 562 12 applications application NNS work_5q5kihz46jaevgqzflwcshzajm 562 13 . . . work_5q5kihz46jaevgqzflwcshzajm 563 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 563 2 Workshop Workshop NNP work_5q5kihz46jaevgqzflwcshzajm 563 3 associate associate NN work_5q5kihz46jaevgqzflwcshzajm 563 4 of of IN work_5q5kihz46jaevgqzflwcshzajm 563 5 institutional institutional JJ work_5q5kihz46jaevgqzflwcshzajm 563 6 research research NNP work_5q5kihz46jaevgqzflwcshzajm 563 7 international international NNP work_5q5kihz46jaevgqzflwcshzajm 563 8 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 563 9 , , , work_5q5kihz46jaevgqzflwcshzajm 563 10 Toronto Toronto NNP work_5q5kihz46jaevgqzflwcshzajm 563 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 563 12 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 563 13 . . . work_5q5kihz46jaevgqzflwcshzajm 564 1 1–18 1–18 LS work_5q5kihz46jaevgqzflwcshzajm 564 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 564 3 . . . work_5q5kihz46jaevgqzflwcshzajm 565 1 Ma Ma NNP work_5q5kihz46jaevgqzflwcshzajm 565 2 , , , work_5q5kihz46jaevgqzflwcshzajm 565 3 Y. Y. NNP work_5q5kihz46jaevgqzflwcshzajm 565 4 , , , work_5q5kihz46jaevgqzflwcshzajm 565 5 Liu Liu NNP work_5q5kihz46jaevgqzflwcshzajm 565 6 , , , work_5q5kihz46jaevgqzflwcshzajm 565 7 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 565 8 , , , work_5q5kihz46jaevgqzflwcshzajm 565 9 Wong Wong NNP work_5q5kihz46jaevgqzflwcshzajm 565 10 , , , work_5q5kihz46jaevgqzflwcshzajm 565 11 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 565 12 , , , work_5q5kihz46jaevgqzflwcshzajm 565 13 Yu Yu NNP work_5q5kihz46jaevgqzflwcshzajm 565 14 , , , work_5q5kihz46jaevgqzflwcshzajm 565 15 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 565 16 , , , work_5q5kihz46jaevgqzflwcshzajm 565 17 & & CC work_5q5kihz46jaevgqzflwcshzajm 565 18 Lee Lee NNP work_5q5kihz46jaevgqzflwcshzajm 565 19 , , , work_5q5kihz46jaevgqzflwcshzajm 565 20 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 565 21 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 565 22 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 565 23 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 565 24 . . . work_5q5kihz46jaevgqzflwcshzajm 566 1 Targeting target VBG work_5q5kihz46jaevgqzflwcshzajm 566 2 the the DT work_5q5kihz46jaevgqzflwcshzajm 566 3 right right JJ work_5q5kihz46jaevgqzflwcshzajm 566 4 students student NNS work_5q5kihz46jaevgqzflwcshzajm 566 5 using use VBG work_5q5kihz46jaevgqzflwcshzajm 566 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 566 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 566 8 . . . work_5q5kihz46jaevgqzflwcshzajm 567 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 567 2 KDD KDD NNP work_5q5kihz46jaevgqzflwcshzajm 567 3 ’ ' '' work_5q5kihz46jaevgqzflwcshzajm 567 4 00 00 CD work_5q5kihz46jaevgqzflwcshzajm 567 5 : : : work_5q5kihz46jaevgqzflwcshzajm 567 6 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 567 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 567 8 the the DT work_5q5kihz46jaevgqzflwcshzajm 567 9 sixth sixth JJ work_5q5kihz46jaevgqzflwcshzajm 567 10 ACM ACM NNP work_5q5kihz46jaevgqzflwcshzajm 567 11 SIGKDD SIGKDD NNP work_5q5kihz46jaevgqzflwcshzajm 567 12 international international JJ work_5q5kihz46jaevgqzflwcshzajm 567 13 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 567 14 on on IN work_5q5kihz46jaevgqzflwcshzajm 567 15 Knowledge Knowledge NNP work_5q5kihz46jaevgqzflwcshzajm 567 16 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 567 17 and and CC work_5q5kihz46jaevgqzflwcshzajm 567 18 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 567 19 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 567 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 567 21 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 567 22 . . . work_5q5kihz46jaevgqzflwcshzajm 568 1 457–464 457–464 LS work_5q5kihz46jaevgqzflwcshzajm 568 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 568 3 . . . work_5q5kihz46jaevgqzflwcshzajm 569 1 Markellou Markellou NNP work_5q5kihz46jaevgqzflwcshzajm 569 2 , , , work_5q5kihz46jaevgqzflwcshzajm 569 3 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 569 4 , , , work_5q5kihz46jaevgqzflwcshzajm 569 5 Mousourouli Mousourouli NNP work_5q5kihz46jaevgqzflwcshzajm 569 6 , , , work_5q5kihz46jaevgqzflwcshzajm 569 7 I. I. NNP work_5q5kihz46jaevgqzflwcshzajm 569 8 , , , work_5q5kihz46jaevgqzflwcshzajm 569 9 Spiros Spiros NNP work_5q5kihz46jaevgqzflwcshzajm 569 10 , , , work_5q5kihz46jaevgqzflwcshzajm 569 11 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 569 12 , , , work_5q5kihz46jaevgqzflwcshzajm 569 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 569 14 Tsakalidis Tsakalidis NNP work_5q5kihz46jaevgqzflwcshzajm 569 15 , , , work_5q5kihz46jaevgqzflwcshzajm 569 16 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 570 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 570 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 570 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 570 4 . . . work_5q5kihz46jaevgqzflwcshzajm 571 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 571 2 semantic semantic JJ work_5q5kihz46jaevgqzflwcshzajm 571 3 web web NN work_5q5kihz46jaevgqzflwcshzajm 571 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 571 5 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 571 6 for for IN work_5q5kihz46jaevgqzflwcshzajm 571 7 personalized personalized JJ work_5q5kihz46jaevgqzflwcshzajm 571 8 e e NNP work_5q5kihz46jaevgqzflwcshzajm 571 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 571 10 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 571 11 experi- experi- JJ work_5q5kihz46jaevgqzflwcshzajm 571 12 ences ence NNS work_5q5kihz46jaevgqzflwcshzajm 571 13 . . . work_5q5kihz46jaevgqzflwcshzajm 572 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 572 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 572 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 572 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 572 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 572 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 572 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 572 8 education education NN work_5q5kihz46jaevgqzflwcshzajm 572 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 572 10 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 572 11 . . . work_5q5kihz46jaevgqzflwcshzajm 573 1 461–826 461–826 CD work_5q5kihz46jaevgqzflwcshzajm 573 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 573 3 . . . work_5q5kihz46jaevgqzflwcshzajm 574 1 Markham Markham NNP work_5q5kihz46jaevgqzflwcshzajm 574 2 , , , work_5q5kihz46jaevgqzflwcshzajm 574 3 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 574 4 , , , work_5q5kihz46jaevgqzflwcshzajm 574 5 Ceddia Ceddia NNP work_5q5kihz46jaevgqzflwcshzajm 574 6 , , , work_5q5kihz46jaevgqzflwcshzajm 574 7 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 574 8 , , , work_5q5kihz46jaevgqzflwcshzajm 574 9 Sheard Sheard NNP work_5q5kihz46jaevgqzflwcshzajm 574 10 , , , work_5q5kihz46jaevgqzflwcshzajm 574 11 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 574 12 , , , work_5q5kihz46jaevgqzflwcshzajm 574 13 Burvill Burvill NNP work_5q5kihz46jaevgqzflwcshzajm 574 14 , , , work_5q5kihz46jaevgqzflwcshzajm 574 15 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 574 16 , , , work_5q5kihz46jaevgqzflwcshzajm 574 17 Weir Weir NNP work_5q5kihz46jaevgqzflwcshzajm 574 18 , , , work_5q5kihz46jaevgqzflwcshzajm 574 19 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 574 20 , , , work_5q5kihz46jaevgqzflwcshzajm 574 21 Field Field NNP work_5q5kihz46jaevgqzflwcshzajm 574 22 , , , work_5q5kihz46jaevgqzflwcshzajm 574 23 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 574 24 , , , work_5q5kihz46jaevgqzflwcshzajm 574 25 et et NNP work_5q5kihz46jaevgqzflwcshzajm 574 26 al al NNP work_5q5kihz46jaevgqzflwcshzajm 574 27 . . . work_5q5kihz46jaevgqzflwcshzajm 575 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 575 2 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 575 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 575 4 . . . work_5q5kihz46jaevgqzflwcshzajm 576 1 Applying apply VBG work_5q5kihz46jaevgqzflwcshzajm 576 2 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 576 3 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 576 4 to to IN work_5q5kihz46jaevgqzflwcshzajm 576 5 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 576 6 tasks task NNS work_5q5kihz46jaevgqzflwcshzajm 576 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 576 8 e e NN work_5q5kihz46jaevgqzflwcshzajm 576 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 576 10 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 576 11 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 576 12 . . . work_5q5kihz46jaevgqzflwcshzajm 577 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 577 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 577 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 577 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 577 5 exploring explore VBG work_5q5kihz46jaevgqzflwcshzajm 577 6 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 577 7 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 577 8 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 577 9 . . . work_5q5kihz46jaevgqzflwcshzajm 578 1 Mazza Mazza NNP work_5q5kihz46jaevgqzflwcshzajm 578 2 , , , work_5q5kihz46jaevgqzflwcshzajm 578 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 578 4 , , , work_5q5kihz46jaevgqzflwcshzajm 578 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 578 6 Milani Milani NNP work_5q5kihz46jaevgqzflwcshzajm 578 7 , , , work_5q5kihz46jaevgqzflwcshzajm 578 8 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 578 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 578 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 578 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 578 12 . . . work_5q5kihz46jaevgqzflwcshzajm 579 1 Exploring explore VBG work_5q5kihz46jaevgqzflwcshzajm 579 2 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 579 3 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 579 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 579 5 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 579 6 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 579 7 : : : work_5q5kihz46jaevgqzflwcshzajm 579 8 Gaining gain VBG work_5q5kihz46jaevgqzflwcshzajm 579 9 insights insight NNS work_5q5kihz46jaevgqzflwcshzajm 579 10 from from IN work_5q5kihz46jaevgqzflwcshzajm 579 11 visualisations visualisation NNS work_5q5kihz46jaevgqzflwcshzajm 579 12 . . . work_5q5kihz46jaevgqzflwcshzajm 580 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 580 2 Workshop Workshop NNP work_5q5kihz46jaevgqzflwcshzajm 580 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 580 4 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 580 5 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 580 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 580 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 580 8 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 580 9 at at IN work_5q5kihz46jaevgqzflwcshzajm 580 10 12th 12th JJ work_5q5kihz46jaevgqzflwcshzajm 580 11 international international JJ work_5q5kihz46jaevgqzflwcshzajm 580 12 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 580 13 on on IN work_5q5kihz46jaevgqzflwcshzajm 580 14 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 580 15 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 580 16 in in IN work_5q5kihz46jaevgqzflwcshzajm 580 17 education education NN work_5q5kihz46jaevgqzflwcshzajm 580 18 . . . work_5q5kihz46jaevgqzflwcshzajm 581 1 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 581 2 , , , work_5q5kihz46jaevgqzflwcshzajm 581 3 A. A. NNP work_5q5kihz46jaevgqzflwcshzajm 581 4 , , , work_5q5kihz46jaevgqzflwcshzajm 581 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 581 6 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 581 7 , , , work_5q5kihz46jaevgqzflwcshzajm 581 8 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 581 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 581 10 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 581 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 581 12 . . . work_5q5kihz46jaevgqzflwcshzajm 582 1 A a DT work_5q5kihz46jaevgqzflwcshzajm 582 2 web web NN work_5q5kihz46jaevgqzflwcshzajm 582 3 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 582 4 based base VBN work_5q5kihz46jaevgqzflwcshzajm 582 5 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 582 6 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 582 7 with with IN work_5q5kihz46jaevgqzflwcshzajm 582 8 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 582 9 facilities facility NNS work_5q5kihz46jaevgqzflwcshzajm 582 10 to to TO work_5q5kihz46jaevgqzflwcshzajm 582 11 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 582 12 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 582 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 582 14 teaching teaching NN work_5q5kihz46jaevgqzflwcshzajm 582 15 . . . work_5q5kihz46jaevgqzflwcshzajm 583 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 583 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 583 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 583 4 11th 11th JJ work_5q5kihz46jaevgqzflwcshzajm 583 5 international international JJ work_5q5kihz46jaevgqzflwcshzajm 583 6 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 583 7 on on IN work_5q5kihz46jaevgqzflwcshzajm 583 8 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 583 9 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 583 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 583 11 education education NN work_5q5kihz46jaevgqzflwcshzajm 583 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 583 13 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 583 14 . . . work_5q5kihz46jaevgqzflwcshzajm 584 1 201–208 201–208 LS work_5q5kihz46jaevgqzflwcshzajm 584 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 584 3 . . . work_5q5kihz46jaevgqzflwcshzajm 585 1 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 585 2 , , , work_5q5kihz46jaevgqzflwcshzajm 585 3 A. A. NNP work_5q5kihz46jaevgqzflwcshzajm 585 4 , , , work_5q5kihz46jaevgqzflwcshzajm 585 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 585 6 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 585 7 , , , work_5q5kihz46jaevgqzflwcshzajm 585 8 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 585 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 585 10 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 585 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 585 12 . . . work_5q5kihz46jaevgqzflwcshzajm 586 1 Mining mining NN work_5q5kihz46jaevgqzflwcshzajm 586 2 student student NN work_5q5kihz46jaevgqzflwcshzajm 586 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 586 4 captured capture VBN work_5q5kihz46jaevgqzflwcshzajm 586 5 from from IN work_5q5kihz46jaevgqzflwcshzajm 586 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 586 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 586 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 586 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 586 10 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 586 11 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 586 12 : : : work_5q5kihz46jaevgqzflwcshzajm 586 13 Initial initial JJ work_5q5kihz46jaevgqzflwcshzajm 586 14 exploration exploration NN work_5q5kihz46jaevgqzflwcshzajm 586 15 and and CC work_5q5kihz46jaevgqzflwcshzajm 586 16 results result NNS work_5q5kihz46jaevgqzflwcshzajm 586 17 . . . work_5q5kihz46jaevgqzflwcshzajm 587 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 587 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 587 3 Interactive Interactive NNP work_5q5kihz46jaevgqzflwcshzajm 587 4 Learning Learning NNP work_5q5kihz46jaevgqzflwcshzajm 587 5 Research Research NNP work_5q5kihz46jaevgqzflwcshzajm 587 6 , , , work_5q5kihz46jaevgqzflwcshzajm 587 7 15(4 15(4 CD work_5q5kihz46jaevgqzflwcshzajm 587 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 587 9 , , , work_5q5kihz46jaevgqzflwcshzajm 587 10 319–346 319–346 CD work_5q5kihz46jaevgqzflwcshzajm 587 11 . . . work_5q5kihz46jaevgqzflwcshzajm 588 1 Merceron Merceron NNP work_5q5kihz46jaevgqzflwcshzajm 588 2 , , , work_5q5kihz46jaevgqzflwcshzajm 588 3 A. A. NNP work_5q5kihz46jaevgqzflwcshzajm 588 4 , , , work_5q5kihz46jaevgqzflwcshzajm 588 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 588 6 Yacef Yacef NNP work_5q5kihz46jaevgqzflwcshzajm 588 7 , , , work_5q5kihz46jaevgqzflwcshzajm 588 8 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 588 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 588 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 588 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 588 12 . . . work_5q5kihz46jaevgqzflwcshzajm 589 1 Tada Tada NNP work_5q5kihz46jaevgqzflwcshzajm 589 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 589 3 ed ed NN work_5q5kihz46jaevgqzflwcshzajm 589 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 589 5 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 589 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 589 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 589 8 . . . work_5q5kihz46jaevgqzflwcshzajm 590 1 Interactive Interactive NNP work_5q5kihz46jaevgqzflwcshzajm 590 2 Multimedia Multimedia NNP work_5q5kihz46jaevgqzflwcshzajm 590 3 Electronic Electronic NNP work_5q5kihz46jaevgqzflwcshzajm 590 4 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 590 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 590 6 Computer Computer NNP work_5q5kihz46jaevgqzflwcshzajm 590 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 590 8 Enhanced Enhanced NNP work_5q5kihz46jaevgqzflwcshzajm 590 9 Learning Learning NNP work_5q5kihz46jaevgqzflwcshzajm 590 10 , , , work_5q5kihz46jaevgqzflwcshzajm 590 11 7(1 7(1 NNP work_5q5kihz46jaevgqzflwcshzajm 590 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 590 13 , , , work_5q5kihz46jaevgqzflwcshzajm 590 14 267–287 267–287 CD work_5q5kihz46jaevgqzflwcshzajm 590 15 . . . work_5q5kihz46jaevgqzflwcshzajm 591 1 Minaei Minaei NNP work_5q5kihz46jaevgqzflwcshzajm 591 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 591 3 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 591 4 , , , work_5q5kihz46jaevgqzflwcshzajm 591 5 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 591 6 , , , work_5q5kihz46jaevgqzflwcshzajm 591 7 & & CC work_5q5kihz46jaevgqzflwcshzajm 591 8 Punch Punch NNP work_5q5kihz46jaevgqzflwcshzajm 591 9 , , , work_5q5kihz46jaevgqzflwcshzajm 591 10 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 591 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 591 12 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 591 13 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 591 14 . . . work_5q5kihz46jaevgqzflwcshzajm 592 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 592 2 genetic genetic JJ work_5q5kihz46jaevgqzflwcshzajm 592 3 algorithms algorithm NNS work_5q5kihz46jaevgqzflwcshzajm 592 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 592 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 592 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 592 7 optimization optimization NN work_5q5kihz46jaevgqzflwcshzajm 592 8 in in IN work_5q5kihz46jaevgqzflwcshzajm 592 9 an an DT work_5q5kihz46jaevgqzflwcshzajm 592 10 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 592 11 web web NN work_5q5kihz46jaevgqzflwcshzajm 592 12 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 592 13 based base VBN work_5q5kihz46jaevgqzflwcshzajm 592 14 system system NN work_5q5kihz46jaevgqzflwcshzajm 592 15 . . . work_5q5kihz46jaevgqzflwcshzajm 593 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 593 2 GECCO GECCO NNP work_5q5kihz46jaevgqzflwcshzajm 593 3 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 593 4 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 593 5 . . . work_5q5kihz46jaevgqzflwcshzajm 594 1 2252–2263 2252–2263 CD work_5q5kihz46jaevgqzflwcshzajm 594 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 594 3 . . . work_5q5kihz46jaevgqzflwcshzajm 595 1 Minaei Minaei NNP work_5q5kihz46jaevgqzflwcshzajm 595 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 595 3 Bidgoli Bidgoli NNP work_5q5kihz46jaevgqzflwcshzajm 595 4 , , , work_5q5kihz46jaevgqzflwcshzajm 595 5 B. B. NNP work_5q5kihz46jaevgqzflwcshzajm 595 6 , , , work_5q5kihz46jaevgqzflwcshzajm 595 7 Tan Tan NNP work_5q5kihz46jaevgqzflwcshzajm 595 8 , , , work_5q5kihz46jaevgqzflwcshzajm 595 9 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 595 10 , , , work_5q5kihz46jaevgqzflwcshzajm 595 11 & & CC work_5q5kihz46jaevgqzflwcshzajm 595 12 Punch Punch NNP work_5q5kihz46jaevgqzflwcshzajm 595 13 , , , work_5q5kihz46jaevgqzflwcshzajm 595 14 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 595 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 595 16 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 595 17 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 595 18 . . . work_5q5kihz46jaevgqzflwcshzajm 596 1 Mining mine VBG work_5q5kihz46jaevgqzflwcshzajm 596 2 interesting interesting JJ work_5q5kihz46jaevgqzflwcshzajm 596 3 contrast contrast NN work_5q5kihz46jaevgqzflwcshzajm 596 4 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 596 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 596 6 a a DT work_5q5kihz46jaevgqzflwcshzajm 596 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 596 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 596 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 596 10 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 596 11 system system NN work_5q5kihz46jaevgqzflwcshzajm 596 12 . . . work_5q5kihz46jaevgqzflwcshzajm 597 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 597 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 597 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 597 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 597 5 machine machine NN work_5q5kihz46jaevgqzflwcshzajm 597 6 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 597 7 applications application NNS work_5q5kihz46jaevgqzflwcshzajm 597 8 . . . work_5q5kihz46jaevgqzflwcshzajm 598 1 Monk Monk NNP work_5q5kihz46jaevgqzflwcshzajm 598 2 , , , work_5q5kihz46jaevgqzflwcshzajm 598 3 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 598 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 598 5 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 598 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 598 7 . . . work_5q5kihz46jaevgqzflwcshzajm 599 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 599 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 599 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 599 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 599 5 e e NN work_5q5kihz46jaevgqzflwcshzajm 599 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 599 7 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 599 8 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 599 9 making making NN work_5q5kihz46jaevgqzflwcshzajm 599 10 . . . work_5q5kihz46jaevgqzflwcshzajm 600 1 Electronic Electronic NNP work_5q5kihz46jaevgqzflwcshzajm 600 2 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 600 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 600 4 e e NNP work_5q5kihz46jaevgqzflwcshzajm 600 5 - - : work_5q5kihz46jaevgqzflwcshzajm 600 6 Learning Learning NNP work_5q5kihz46jaevgqzflwcshzajm 600 7 , , , work_5q5kihz46jaevgqzflwcshzajm 600 8 3(1 3(1 NNP work_5q5kihz46jaevgqzflwcshzajm 600 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 600 10 , , , work_5q5kihz46jaevgqzflwcshzajm 600 11 41–54 41–54 CD work_5q5kihz46jaevgqzflwcshzajm 600 12 . . . work_5q5kihz46jaevgqzflwcshzajm 601 1 Mor Mor NNP work_5q5kihz46jaevgqzflwcshzajm 601 2 , , , work_5q5kihz46jaevgqzflwcshzajm 601 3 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 601 4 , , , work_5q5kihz46jaevgqzflwcshzajm 601 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 601 6 Minguillon Minguillon NNP work_5q5kihz46jaevgqzflwcshzajm 601 7 , , , work_5q5kihz46jaevgqzflwcshzajm 601 8 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 602 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 602 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 602 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 602 4 . . . work_5q5kihz46jaevgqzflwcshzajm 603 1 E e NN work_5q5kihz46jaevgqzflwcshzajm 603 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 603 3 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 603 4 personalization personalization NN work_5q5kihz46jaevgqzflwcshzajm 603 5 based base VBN work_5q5kihz46jaevgqzflwcshzajm 603 6 on on IN work_5q5kihz46jaevgqzflwcshzajm 603 7 itineraries itinerary NNS work_5q5kihz46jaevgqzflwcshzajm 603 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 603 9 long long JJ work_5q5kihz46jaevgqzflwcshzajm 603 10 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 603 11 term term NN work_5q5kihz46jaevgqzflwcshzajm 603 12 navigational navigational JJ work_5q5kihz46jaevgqzflwcshzajm 603 13 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 603 14 . . . work_5q5kihz46jaevgqzflwcshzajm 604 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 604 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 604 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 604 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 604 5 13th 13th JJ work_5q5kihz46jaevgqzflwcshzajm 604 6 international international JJ work_5q5kihz46jaevgqzflwcshzajm 604 7 world world NN work_5q5kihz46jaevgqzflwcshzajm 604 8 wide wide JJ work_5q5kihz46jaevgqzflwcshzajm 604 9 web web NN work_5q5kihz46jaevgqzflwcshzajm 604 10 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 604 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 604 12 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 604 13 . . . work_5q5kihz46jaevgqzflwcshzajm 605 1 264–265 264–265 CD work_5q5kihz46jaevgqzflwcshzajm 605 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 605 3 . . . work_5q5kihz46jaevgqzflwcshzajm 606 1 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 606 2 , , , work_5q5kihz46jaevgqzflwcshzajm 606 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 607 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 607 2 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 607 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 607 4 . . . work_5q5kihz46jaevgqzflwcshzajm 608 1 Some some DT work_5q5kihz46jaevgqzflwcshzajm 608 2 useful useful JJ work_5q5kihz46jaevgqzflwcshzajm 608 3 design design NN work_5q5kihz46jaevgqzflwcshzajm 608 4 tactics tactic NNS work_5q5kihz46jaevgqzflwcshzajm 608 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 608 6 mining mine VBG work_5q5kihz46jaevgqzflwcshzajm 608 7 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 608 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 608 9 . . . work_5q5kihz46jaevgqzflwcshzajm 609 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 609 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 609 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 609 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 609 5 ITS2004 ITS2004 NNP work_5q5kihz46jaevgqzflwcshzajm 609 6 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 609 7 on on IN work_5q5kihz46jaevgqzflwcshzajm 609 8 analyzing analyze VBG work_5q5kihz46jaevgqzflwcshzajm 609 9 student student NN work_5q5kihz46jaevgqzflwcshzajm 609 10 – – : work_5q5kihz46jaevgqzflwcshzajm 609 11 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 609 12 interaction interaction NN work_5q5kihz46jaevgqzflwcshzajm 609 13 logs log VBZ work_5q5kihz46jaevgqzflwcshzajm 609 14 to to TO work_5q5kihz46jaevgqzflwcshzajm 609 15 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 609 16 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 609 17 outcomes outcome NNS work_5q5kihz46jaevgqzflwcshzajm 609 18 . . . work_5q5kihz46jaevgqzflwcshzajm 610 1 Mostow Mostow NNP work_5q5kihz46jaevgqzflwcshzajm 610 2 , , , work_5q5kihz46jaevgqzflwcshzajm 610 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 610 4 , , , work_5q5kihz46jaevgqzflwcshzajm 610 5 Beck Beck NNP work_5q5kihz46jaevgqzflwcshzajm 610 6 , , , work_5q5kihz46jaevgqzflwcshzajm 610 7 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 610 8 , , , work_5q5kihz46jaevgqzflwcshzajm 610 9 Cen Cen NNP work_5q5kihz46jaevgqzflwcshzajm 610 10 , , , work_5q5kihz46jaevgqzflwcshzajm 610 11 H. H. NNP work_5q5kihz46jaevgqzflwcshzajm 610 12 , , , work_5q5kihz46jaevgqzflwcshzajm 610 13 Cuneo Cuneo NNP work_5q5kihz46jaevgqzflwcshzajm 610 14 , , , work_5q5kihz46jaevgqzflwcshzajm 610 15 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 610 16 , , , work_5q5kihz46jaevgqzflwcshzajm 610 17 Gouvea Gouvea NNP work_5q5kihz46jaevgqzflwcshzajm 610 18 , , , work_5q5kihz46jaevgqzflwcshzajm 610 19 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 610 20 , , , work_5q5kihz46jaevgqzflwcshzajm 610 21 & & CC work_5q5kihz46jaevgqzflwcshzajm 610 22 Heiner Heiner NNP work_5q5kihz46jaevgqzflwcshzajm 610 23 , , , work_5q5kihz46jaevgqzflwcshzajm 610 24 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 610 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 610 26 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 610 27 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 610 28 . . . work_5q5kihz46jaevgqzflwcshzajm 611 1 An an DT work_5q5kihz46jaevgqzflwcshzajm 611 2 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 611 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 611 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 611 5 tool tool NN work_5q5kihz46jaevgqzflwcshzajm 611 6 to to IN work_5q5kihz46jaevgqzflwcshzajm 611 7 browse browse NN work_5q5kihz46jaevgqzflwcshzajm 611 8 tutor tutor NN work_5q5kihz46jaevgqzflwcshzajm 611 9 – – : work_5q5kihz46jaevgqzflwcshzajm 611 10 student student NN work_5q5kihz46jaevgqzflwcshzajm 611 11 interactions interaction NNS work_5q5kihz46jaevgqzflwcshzajm 611 12 : : : work_5q5kihz46jaevgqzflwcshzajm 611 13 Time time NN work_5q5kihz46jaevgqzflwcshzajm 611 14 will will MD work_5q5kihz46jaevgqzflwcshzajm 611 15 tell tell VB work_5q5kihz46jaevgqzflwcshzajm 611 16 ! ! . work_5q5kihz46jaevgqzflwcshzajm 612 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 612 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 612 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 612 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 612 5 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 612 6 on on IN work_5q5kihz46jaevgqzflwcshzajm 612 7 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 612 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 612 9 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 612 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 612 11 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 612 12 . . . work_5q5kihz46jaevgqzflwcshzajm 613 1 15–22 15–22 NNP work_5q5kihz46jaevgqzflwcshzajm 613 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 613 3 . . . work_5q5kihz46jaevgqzflwcshzajm 614 1 Muehlenbrock Muehlenbrock NNP work_5q5kihz46jaevgqzflwcshzajm 614 2 , , , work_5q5kihz46jaevgqzflwcshzajm 614 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 614 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 614 5 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 614 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 614 7 . . . work_5q5kihz46jaevgqzflwcshzajm 615 1 Automatic automatic JJ work_5q5kihz46jaevgqzflwcshzajm 615 2 action action NN work_5q5kihz46jaevgqzflwcshzajm 615 3 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 615 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 615 5 an an DT work_5q5kihz46jaevgqzflwcshzajm 615 6 interactive interactive JJ work_5q5kihz46jaevgqzflwcshzajm 615 7 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 615 8 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 615 9 . . . work_5q5kihz46jaevgqzflwcshzajm 616 1 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 616 2 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 616 3 , , , work_5q5kihz46jaevgqzflwcshzajm 616 4 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 616 5 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 616 6 / / SYM work_5q5kihz46jaevgqzflwcshzajm 616 7 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 616 8 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 616 9 with with IN work_5q5kihz46jaevgqzflwcshzajm 616 10 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 616 11 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 616 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 616 13 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 616 14 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 616 15 135–146 135–146 CD work_5q5kihz46jaevgqzflwcshzajm 616 16 145 145 CD work_5q5kihz46jaevgqzflwcshzajm 616 17 A a NN work_5q5kihz46jaevgqzflwcshzajm 616 18 ut ut NN work_5q5kihz46jaevgqzflwcshzajm 616 19 ho ho NNP work_5q5kihz46jaevgqzflwcshzajm 616 20 r r NN work_5q5kihz46jaevgqzflwcshzajm 616 21 's 's POS work_5q5kihz46jaevgqzflwcshzajm 616 22 pe pe NNP work_5q5kihz46jaevgqzflwcshzajm 616 23 rs rs NN work_5q5kihz46jaevgqzflwcshzajm 616 24 on on IN work_5q5kihz46jaevgqzflwcshzajm 616 25 al al NNP work_5q5kihz46jaevgqzflwcshzajm 616 26 co co NNP work_5q5kihz46jaevgqzflwcshzajm 616 27 py py NNP work_5q5kihz46jaevgqzflwcshzajm 616 28 Nilakant Nilakant NNP work_5q5kihz46jaevgqzflwcshzajm 616 29 , , , work_5q5kihz46jaevgqzflwcshzajm 616 30 K. K. NNP work_5q5kihz46jaevgqzflwcshzajm 616 31 , , , work_5q5kihz46jaevgqzflwcshzajm 616 32 & & CC work_5q5kihz46jaevgqzflwcshzajm 616 33 Mitrovic Mitrovic NNP work_5q5kihz46jaevgqzflwcshzajm 616 34 , , , work_5q5kihz46jaevgqzflwcshzajm 616 35 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 617 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 617 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 617 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 617 4 . . . work_5q5kihz46jaevgqzflwcshzajm 618 1 Application application NN work_5q5kihz46jaevgqzflwcshzajm 618 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 618 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 618 4 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 618 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 618 6 constraint constraint NN work_5q5kihz46jaevgqzflwcshzajm 618 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 618 8 based base VBN work_5q5kihz46jaevgqzflwcshzajm 618 9 intelligent intelligent JJ work_5q5kihz46jaevgqzflwcshzajm 618 10 tutoring tutoring NN work_5q5kihz46jaevgqzflwcshzajm 618 11 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 618 12 . . . work_5q5kihz46jaevgqzflwcshzajm 619 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 619 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 619 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 619 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 619 5 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 619 6 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 619 7 in in IN work_5q5kihz46jaevgqzflwcshzajm 619 8 education education NN work_5q5kihz46jaevgqzflwcshzajm 619 9 , , , work_5q5kihz46jaevgqzflwcshzajm 619 10 AIED AIED NNP work_5q5kihz46jaevgqzflwcshzajm 619 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 619 12 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 619 13 . . . work_5q5kihz46jaevgqzflwcshzajm 620 1 896–898 896–898 CD work_5q5kihz46jaevgqzflwcshzajm 620 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 620 3 . . . work_5q5kihz46jaevgqzflwcshzajm 621 1 Pahl Pahl NNP work_5q5kihz46jaevgqzflwcshzajm 621 2 , , , work_5q5kihz46jaevgqzflwcshzajm 621 3 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 621 4 , , , work_5q5kihz46jaevgqzflwcshzajm 621 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 621 6 Donnellan Donnellan NNP work_5q5kihz46jaevgqzflwcshzajm 621 7 , , , work_5q5kihz46jaevgqzflwcshzajm 621 8 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 621 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 621 10 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 621 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 621 12 . . . work_5q5kihz46jaevgqzflwcshzajm 622 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 622 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 622 3 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 622 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 622 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 622 6 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 622 7 of of IN work_5q5kihz46jaevgqzflwcshzajm 622 8 web web NN work_5q5kihz46jaevgqzflwcshzajm 622 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 622 10 based base VBN work_5q5kihz46jaevgqzflwcshzajm 622 11 teaching teaching NN work_5q5kihz46jaevgqzflwcshzajm 622 12 and and CC work_5q5kihz46jaevgqzflwcshzajm 622 13 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 622 14 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 622 15 . . . work_5q5kihz46jaevgqzflwcshzajm 623 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 623 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 623 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 623 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 623 5 congress congress NNP work_5q5kihz46jaevgqzflwcshzajm 623 6 e e NNP work_5q5kihz46jaevgqzflwcshzajm 623 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 623 8 learning learning NNP work_5q5kihz46jaevgqzflwcshzajm 623 9 , , , work_5q5kihz46jaevgqzflwcshzajm 623 10 Montreal Montreal NNP work_5q5kihz46jaevgqzflwcshzajm 623 11 , , , work_5q5kihz46jaevgqzflwcshzajm 623 12 Canada Canada NNP work_5q5kihz46jaevgqzflwcshzajm 623 13 . . . work_5q5kihz46jaevgqzflwcshzajm 624 1 Paulsen Paulsen NNP work_5q5kihz46jaevgqzflwcshzajm 624 2 , , , work_5q5kihz46jaevgqzflwcshzajm 624 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 624 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 624 5 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 624 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 624 7 . . . work_5q5kihz46jaevgqzflwcshzajm 625 1 Online online JJ work_5q5kihz46jaevgqzflwcshzajm 625 2 education education NN work_5q5kihz46jaevgqzflwcshzajm 625 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 625 4 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 625 5 management management NN work_5q5kihz46jaevgqzflwcshzajm 625 6 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 625 7 . . . work_5q5kihz46jaevgqzflwcshzajm 626 1 Bekkestua Bekkestua NNP work_5q5kihz46jaevgqzflwcshzajm 626 2 : : : work_5q5kihz46jaevgqzflwcshzajm 626 3 NKI NKI NNP work_5q5kihz46jaevgqzflwcshzajm 626 4 Forlaget Forlaget NNP work_5q5kihz46jaevgqzflwcshzajm 626 5 . . . work_5q5kihz46jaevgqzflwcshzajm 627 1 Peled pele VBN work_5q5kihz46jaevgqzflwcshzajm 627 2 , , , work_5q5kihz46jaevgqzflwcshzajm 627 3 A. a. NN work_5q5kihz46jaevgqzflwcshzajm 627 4 , , , work_5q5kihz46jaevgqzflwcshzajm 627 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 627 6 Rashty Rashty NNP work_5q5kihz46jaevgqzflwcshzajm 627 7 , , , work_5q5kihz46jaevgqzflwcshzajm 627 8 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 627 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 627 10 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 627 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 627 12 . . . work_5q5kihz46jaevgqzflwcshzajm 628 1 Logging log VBG work_5q5kihz46jaevgqzflwcshzajm 628 2 for for IN work_5q5kihz46jaevgqzflwcshzajm 628 3 success success NN work_5q5kihz46jaevgqzflwcshzajm 628 4 : : : work_5q5kihz46jaevgqzflwcshzajm 628 5 Advancing advance VBG work_5q5kihz46jaevgqzflwcshzajm 628 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 628 7 use use NN work_5q5kihz46jaevgqzflwcshzajm 628 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 628 9 www www NN work_5q5kihz46jaevgqzflwcshzajm 628 10 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 628 11 to to TO work_5q5kihz46jaevgqzflwcshzajm 628 12 improve improve VB work_5q5kihz46jaevgqzflwcshzajm 628 13 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 628 14 mediated mediate VBN work_5q5kihz46jaevgqzflwcshzajm 628 15 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 628 16 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 628 17 . . . work_5q5kihz46jaevgqzflwcshzajm 629 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 629 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 629 3 Educational Educational NNP work_5q5kihz46jaevgqzflwcshzajm 629 4 Computing Computing NNP work_5q5kihz46jaevgqzflwcshzajm 629 5 Research Research NNP work_5q5kihz46jaevgqzflwcshzajm 629 6 , , , work_5q5kihz46jaevgqzflwcshzajm 629 7 21(4 21(4 CD work_5q5kihz46jaevgqzflwcshzajm 629 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 629 9 , , , work_5q5kihz46jaevgqzflwcshzajm 629 10 413–431 413–431 CD work_5q5kihz46jaevgqzflwcshzajm 629 11 . . . work_5q5kihz46jaevgqzflwcshzajm 630 1 Rahkila Rahkila NNP work_5q5kihz46jaevgqzflwcshzajm 630 2 , , , work_5q5kihz46jaevgqzflwcshzajm 630 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 630 4 , , , work_5q5kihz46jaevgqzflwcshzajm 630 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 630 6 Karjalainen Karjalainen NNP work_5q5kihz46jaevgqzflwcshzajm 630 7 , , , work_5q5kihz46jaevgqzflwcshzajm 630 8 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 630 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 630 10 1999 1999 CD work_5q5kihz46jaevgqzflwcshzajm 630 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 630 12 . . . work_5q5kihz46jaevgqzflwcshzajm 631 1 Evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 631 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 631 3 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 631 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 631 5 computer computer NN work_5q5kihz46jaevgqzflwcshzajm 631 6 based base VBN work_5q5kihz46jaevgqzflwcshzajm 631 7 education education NN work_5q5kihz46jaevgqzflwcshzajm 631 8 using use VBG work_5q5kihz46jaevgqzflwcshzajm 631 9 log log NN work_5q5kihz46jaevgqzflwcshzajm 631 10 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 631 11 . . . work_5q5kihz46jaevgqzflwcshzajm 632 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 632 2 ASEE ASEE NNP work_5q5kihz46jaevgqzflwcshzajm 632 3 / / SYM work_5q5kihz46jaevgqzflwcshzajm 632 4 IEEE ieee JJ work_5q5kihz46jaevgqzflwcshzajm 632 5 frontiers frontier NNS work_5q5kihz46jaevgqzflwcshzajm 632 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 632 7 education education NN work_5q5kihz46jaevgqzflwcshzajm 632 8 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 632 9 , , , work_5q5kihz46jaevgqzflwcshzajm 632 10 San San NNP work_5q5kihz46jaevgqzflwcshzajm 632 11 Juan Juan NNP work_5q5kihz46jaevgqzflwcshzajm 632 12 , , , work_5q5kihz46jaevgqzflwcshzajm 632 13 Puerto Puerto NNP work_5q5kihz46jaevgqzflwcshzajm 632 14 Rico Rico NNP work_5q5kihz46jaevgqzflwcshzajm 632 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 632 16 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 632 17 . . . work_5q5kihz46jaevgqzflwcshzajm 633 1 16–21 16–21 NNP work_5q5kihz46jaevgqzflwcshzajm 633 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 633 3 . . . work_5q5kihz46jaevgqzflwcshzajm 634 1 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 634 2 , , , work_5q5kihz46jaevgqzflwcshzajm 634 3 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 634 4 , , , work_5q5kihz46jaevgqzflwcshzajm 634 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 634 6 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 634 7 , , , work_5q5kihz46jaevgqzflwcshzajm 634 8 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 634 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 634 10 2006 2006 CD work_5q5kihz46jaevgqzflwcshzajm 634 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 634 12 . . . work_5q5kihz46jaevgqzflwcshzajm 635 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 635 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 635 3 in in IN work_5q5kihz46jaevgqzflwcshzajm 635 4 e e NN work_5q5kihz46jaevgqzflwcshzajm 635 5 - - NN work_5q5kihz46jaevgqzflwcshzajm 635 6 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 635 7 . . . work_5q5kihz46jaevgqzflwcshzajm 636 1 Southamp- Southamp- NNP work_5q5kihz46jaevgqzflwcshzajm 636 2 ton ton NN work_5q5kihz46jaevgqzflwcshzajm 636 3 , , , work_5q5kihz46jaevgqzflwcshzajm 636 4 UK UK NNP work_5q5kihz46jaevgqzflwcshzajm 636 5 : : : work_5q5kihz46jaevgqzflwcshzajm 636 6 Wit Wit NNP work_5q5kihz46jaevgqzflwcshzajm 636 7 Press Press NNP work_5q5kihz46jaevgqzflwcshzajm 636 8 . . . work_5q5kihz46jaevgqzflwcshzajm 637 1 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 637 2 , , , work_5q5kihz46jaevgqzflwcshzajm 637 3 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 637 4 , , , work_5q5kihz46jaevgqzflwcshzajm 637 5 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 637 6 , , , work_5q5kihz46jaevgqzflwcshzajm 637 7 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 637 8 , , , work_5q5kihz46jaevgqzflwcshzajm 637 9 Bra Bra NNP work_5q5kihz46jaevgqzflwcshzajm 637 10 , , , work_5q5kihz46jaevgqzflwcshzajm 637 11 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 637 12 , , , work_5q5kihz46jaevgqzflwcshzajm 637 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 637 14 Castro Castro NNP work_5q5kihz46jaevgqzflwcshzajm 637 15 , , , work_5q5kihz46jaevgqzflwcshzajm 637 16 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 637 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 637 18 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 637 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 637 20 . . . work_5q5kihz46jaevgqzflwcshzajm 638 1 Discovering discover VBG work_5q5kihz46jaevgqzflwcshzajm 638 2 prediction prediction NN work_5q5kihz46jaevgqzflwcshzajm 638 3 rules rule NNS work_5q5kihz46jaevgqzflwcshzajm 638 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 638 5 aha aha NN work_5q5kihz46jaevgqzflwcshzajm 638 6 ! ! . work_5q5kihz46jaevgqzflwcshzajm 639 1 courses course NNS work_5q5kihz46jaevgqzflwcshzajm 639 2 . . . work_5q5kihz46jaevgqzflwcshzajm 640 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 640 2 User User NNP work_5q5kihz46jaevgqzflwcshzajm 640 3 modeling modeling NN work_5q5kihz46jaevgqzflwcshzajm 640 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 640 5 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 640 6 . . . work_5q5kihz46jaevgqzflwcshzajm 641 1 25–34 25–34 LS work_5q5kihz46jaevgqzflwcshzajm 641 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 641 3 . . . work_5q5kihz46jaevgqzflwcshzajm 642 1 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 642 2 , , , work_5q5kihz46jaevgqzflwcshzajm 642 3 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 642 4 , , , work_5q5kihz46jaevgqzflwcshzajm 642 5 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 642 6 , , , work_5q5kihz46jaevgqzflwcshzajm 642 7 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 642 8 , , , work_5q5kihz46jaevgqzflwcshzajm 642 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 642 10 Bra Bra NNP work_5q5kihz46jaevgqzflwcshzajm 642 11 , , , work_5q5kihz46jaevgqzflwcshzajm 642 12 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 642 13 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 642 14 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 642 15 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 642 16 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 642 17 . . . work_5q5kihz46jaevgqzflwcshzajm 643 1 Knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 643 2 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 643 3 with with IN work_5q5kihz46jaevgqzflwcshzajm 643 4 genetic genetic JJ work_5q5kihz46jaevgqzflwcshzajm 643 5 programming programming NN work_5q5kihz46jaevgqzflwcshzajm 643 6 for for IN work_5q5kihz46jaevgqzflwcshzajm 643 7 providing provide VBG work_5q5kihz46jaevgqzflwcshzajm 643 8 feedback feedback NN work_5q5kihz46jaevgqzflwcshzajm 643 9 to to IN work_5q5kihz46jaevgqzflwcshzajm 643 10 courseware courseware VB work_5q5kihz46jaevgqzflwcshzajm 643 11 author author NN work_5q5kihz46jaevgqzflwcshzajm 643 12 . . . work_5q5kihz46jaevgqzflwcshzajm 644 1 User User NNP work_5q5kihz46jaevgqzflwcshzajm 644 2 Modeling Modeling NNP work_5q5kihz46jaevgqzflwcshzajm 644 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 644 4 User User NNP work_5q5kihz46jaevgqzflwcshzajm 644 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 644 6 Adapted Adapted NNP work_5q5kihz46jaevgqzflwcshzajm 644 7 Interaction Interaction NNP work_5q5kihz46jaevgqzflwcshzajm 644 8 : : : work_5q5kihz46jaevgqzflwcshzajm 644 9 The the DT work_5q5kihz46jaevgqzflwcshzajm 644 10 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 644 11 of of IN work_5q5kihz46jaevgqzflwcshzajm 644 12 Person- Person- NNP work_5q5kihz46jaevgqzflwcshzajm 644 13 alization alization NNP work_5q5kihz46jaevgqzflwcshzajm 644 14 Research Research NNP work_5q5kihz46jaevgqzflwcshzajm 644 15 , , , work_5q5kihz46jaevgqzflwcshzajm 644 16 14(5 14(5 CD work_5q5kihz46jaevgqzflwcshzajm 644 17 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 644 18 , , , work_5q5kihz46jaevgqzflwcshzajm 644 19 425–464 425–464 CD work_5q5kihz46jaevgqzflwcshzajm 644 20 . . . work_5q5kihz46jaevgqzflwcshzajm 645 1 Sanjeev Sanjeev NNP work_5q5kihz46jaevgqzflwcshzajm 645 2 , , , work_5q5kihz46jaevgqzflwcshzajm 645 3 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 645 4 , , , work_5q5kihz46jaevgqzflwcshzajm 645 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 645 6 Zytkow Zytkow NNP work_5q5kihz46jaevgqzflwcshzajm 645 7 , , , work_5q5kihz46jaevgqzflwcshzajm 645 8 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 645 9 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 645 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 645 11 1995 1995 CD work_5q5kihz46jaevgqzflwcshzajm 645 12 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 645 13 . . . work_5q5kihz46jaevgqzflwcshzajm 646 1 Discovering discover VBG work_5q5kihz46jaevgqzflwcshzajm 646 2 enrollment enrollment NN work_5q5kihz46jaevgqzflwcshzajm 646 3 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 646 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 646 5 university university NN work_5q5kihz46jaevgqzflwcshzajm 646 6 databases database NNS work_5q5kihz46jaevgqzflwcshzajm 646 7 . . . work_5q5kihz46jaevgqzflwcshzajm 647 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 647 2 KDD KDD NNP work_5q5kihz46jaevgqzflwcshzajm 647 3 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 647 4 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 647 5 . . . work_5q5kihz46jaevgqzflwcshzajm 648 1 246–251 246–251 CD work_5q5kihz46jaevgqzflwcshzajm 648 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 648 3 . . . work_5q5kihz46jaevgqzflwcshzajm 649 1 Sheard Sheard NNP work_5q5kihz46jaevgqzflwcshzajm 649 2 , , , work_5q5kihz46jaevgqzflwcshzajm 649 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 649 4 , , , work_5q5kihz46jaevgqzflwcshzajm 649 5 Ceddia Ceddia NNP work_5q5kihz46jaevgqzflwcshzajm 649 6 , , , work_5q5kihz46jaevgqzflwcshzajm 649 7 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 649 8 , , , work_5q5kihz46jaevgqzflwcshzajm 649 9 Hurst Hurst NNP work_5q5kihz46jaevgqzflwcshzajm 649 10 , , , work_5q5kihz46jaevgqzflwcshzajm 649 11 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 649 12 , , , work_5q5kihz46jaevgqzflwcshzajm 649 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 649 14 Tuovinen Tuovinen NNP work_5q5kihz46jaevgqzflwcshzajm 649 15 , , , work_5q5kihz46jaevgqzflwcshzajm 649 16 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 650 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 650 2 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 650 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 650 4 . . . work_5q5kihz46jaevgqzflwcshzajm 651 1 Inferring infer VBG work_5q5kihz46jaevgqzflwcshzajm 651 2 student student NN work_5q5kihz46jaevgqzflwcshzajm 651 3 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 651 4 behaviour behaviour NN work_5q5kihz46jaevgqzflwcshzajm 651 5 from from IN work_5q5kihz46jaevgqzflwcshzajm 651 6 website website NN work_5q5kihz46jaevgqzflwcshzajm 651 7 interactions interaction NNS work_5q5kihz46jaevgqzflwcshzajm 651 8 : : : work_5q5kihz46jaevgqzflwcshzajm 651 9 A a DT work_5q5kihz46jaevgqzflwcshzajm 651 10 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 651 11 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 651 12 . . . work_5q5kihz46jaevgqzflwcshzajm 652 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 652 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 652 3 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 652 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 652 5 Information Information NNP work_5q5kihz46jaevgqzflwcshzajm 652 6 Technologies Technologies NNPS work_5q5kihz46jaevgqzflwcshzajm 652 7 , , , work_5q5kihz46jaevgqzflwcshzajm 652 8 8(3 8(3 NNP work_5q5kihz46jaevgqzflwcshzajm 652 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 652 10 , , , work_5q5kihz46jaevgqzflwcshzajm 652 11 245–266 245–266 CD work_5q5kihz46jaevgqzflwcshzajm 652 12 . . . work_5q5kihz46jaevgqzflwcshzajm 653 1 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 653 2 , , , work_5q5kihz46jaevgqzflwcshzajm 653 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 653 4 , , , work_5q5kihz46jaevgqzflwcshzajm 653 5 Han Han NNP work_5q5kihz46jaevgqzflwcshzajm 653 6 , , , work_5q5kihz46jaevgqzflwcshzajm 653 7 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 653 8 , , , work_5q5kihz46jaevgqzflwcshzajm 653 9 Yang Yang NNP work_5q5kihz46jaevgqzflwcshzajm 653 10 , , , work_5q5kihz46jaevgqzflwcshzajm 653 11 F. F. NNP work_5q5kihz46jaevgqzflwcshzajm 653 12 , , , work_5q5kihz46jaevgqzflwcshzajm 653 13 Yang Yang NNP work_5q5kihz46jaevgqzflwcshzajm 653 14 , , , work_5q5kihz46jaevgqzflwcshzajm 653 15 Q. Q. NNP work_5q5kihz46jaevgqzflwcshzajm 653 16 , , , work_5q5kihz46jaevgqzflwcshzajm 653 17 & & CC work_5q5kihz46jaevgqzflwcshzajm 653 18 Huang Huang NNP work_5q5kihz46jaevgqzflwcshzajm 653 19 , , , work_5q5kihz46jaevgqzflwcshzajm 653 20 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 654 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 654 2 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 654 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 654 4 . . . work_5q5kihz46jaevgqzflwcshzajm 655 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 655 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 655 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 655 4 case case NN work_5q5kihz46jaevgqzflwcshzajm 655 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 655 6 based base VBN work_5q5kihz46jaevgqzflwcshzajm 655 7 reasoning reasoning NN work_5q5kihz46jaevgqzflwcshzajm 655 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 655 9 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 655 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 655 11 . . . work_5q5kihz46jaevgqzflwcshzajm 656 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 656 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 656 3 Distance Distance NNP work_5q5kihz46jaevgqzflwcshzajm 656 4 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 656 5 Technologies Technologies NNPS work_5q5kihz46jaevgqzflwcshzajm 656 6 , , , work_5q5kihz46jaevgqzflwcshzajm 656 7 1(3 1(3 NNP work_5q5kihz46jaevgqzflwcshzajm 656 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 656 9 , , , work_5q5kihz46jaevgqzflwcshzajm 656 10 46–58 46–58 CD work_5q5kihz46jaevgqzflwcshzajm 656 11 . . . work_5q5kihz46jaevgqzflwcshzajm 657 1 Shen Shen NNP work_5q5kihz46jaevgqzflwcshzajm 657 2 , , , work_5q5kihz46jaevgqzflwcshzajm 657 3 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 657 4 , , , work_5q5kihz46jaevgqzflwcshzajm 657 5 Yang Yang NNP work_5q5kihz46jaevgqzflwcshzajm 657 6 , , , work_5q5kihz46jaevgqzflwcshzajm 657 7 F. F. NNP work_5q5kihz46jaevgqzflwcshzajm 657 8 , , , work_5q5kihz46jaevgqzflwcshzajm 657 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 657 10 Han Han NNP work_5q5kihz46jaevgqzflwcshzajm 657 11 , , , work_5q5kihz46jaevgqzflwcshzajm 657 12 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 657 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 657 14 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 657 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 657 16 . . . work_5q5kihz46jaevgqzflwcshzajm 658 1 Data Data NNP work_5q5kihz46jaevgqzflwcshzajm 658 2 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 658 3 center center NN work_5q5kihz46jaevgqzflwcshzajm 658 4 based base VBN work_5q5kihz46jaevgqzflwcshzajm 658 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 658 6 e- e- XX work_5q5kihz46jaevgqzflwcshzajm 658 7 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 658 8 platform platform NN work_5q5kihz46jaevgqzflwcshzajm 658 9 . . . work_5q5kihz46jaevgqzflwcshzajm 659 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 659 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 659 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 659 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 659 5 5th 5th JJ work_5q5kihz46jaevgqzflwcshzajm 659 6 international international JJ work_5q5kihz46jaevgqzflwcshzajm 659 7 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 659 8 on on IN work_5q5kihz46jaevgqzflwcshzajm 659 9 the the DT work_5q5kihz46jaevgqzflwcshzajm 659 10 internet internet NN work_5q5kihz46jaevgqzflwcshzajm 659 11 challenge challenge NN work_5q5kihz46jaevgqzflwcshzajm 659 12 : : : work_5q5kihz46jaevgqzflwcshzajm 659 13 Technology technology NN work_5q5kihz46jaevgqzflwcshzajm 659 14 and and CC work_5q5kihz46jaevgqzflwcshzajm 659 15 applications application NNS work_5q5kihz46jaevgqzflwcshzajm 659 16 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 659 17 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 659 18 . . . work_5q5kihz46jaevgqzflwcshzajm 660 1 19–28 19–28 LS work_5q5kihz46jaevgqzflwcshzajm 660 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 660 3 . . . work_5q5kihz46jaevgqzflwcshzajm 661 1 Silva Silva NNP work_5q5kihz46jaevgqzflwcshzajm 661 2 , , , work_5q5kihz46jaevgqzflwcshzajm 661 3 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 661 4 , , , work_5q5kihz46jaevgqzflwcshzajm 661 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 661 6 Vieira Vieira NNP work_5q5kihz46jaevgqzflwcshzajm 661 7 , , , work_5q5kihz46jaevgqzflwcshzajm 661 8 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 661 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 661 10 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 661 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 661 12 . . . work_5q5kihz46jaevgqzflwcshzajm 662 1 Using use VBG work_5q5kihz46jaevgqzflwcshzajm 662 2 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 662 3 warehouse warehouse NN work_5q5kihz46jaevgqzflwcshzajm 662 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 662 5 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 662 6 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 662 7 resources resource NNS work_5q5kihz46jaevgqzflwcshzajm 662 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 662 9 ongoing ongoing JJ work_5q5kihz46jaevgqzflwcshzajm 662 10 assessment assessment NN work_5q5kihz46jaevgqzflwcshzajm 662 11 in in IN work_5q5kihz46jaevgqzflwcshzajm 662 12 distance distance NN work_5q5kihz46jaevgqzflwcshzajm 662 13 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 662 14 . . . work_5q5kihz46jaevgqzflwcshzajm 663 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 663 2 IEEE IEEE NNP work_5q5kihz46jaevgqzflwcshzajm 663 3 international international JJ work_5q5kihz46jaevgqzflwcshzajm 663 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 663 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 663 6 advanced advanced JJ work_5q5kihz46jaevgqzflwcshzajm 663 7 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 663 8 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 663 9 , , , work_5q5kihz46jaevgqzflwcshzajm 663 10 Kazan Kazan NNP work_5q5kihz46jaevgqzflwcshzajm 663 11 , , , work_5q5kihz46jaevgqzflwcshzajm 663 12 Russia Russia NNP work_5q5kihz46jaevgqzflwcshzajm 663 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 663 14 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 663 15 . . . work_5q5kihz46jaevgqzflwcshzajm 664 1 40–45 40–45 CD work_5q5kihz46jaevgqzflwcshzajm 664 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 664 3 . . . work_5q5kihz46jaevgqzflwcshzajm 665 1 Srivastava Srivastava NNP work_5q5kihz46jaevgqzflwcshzajm 665 2 , , , work_5q5kihz46jaevgqzflwcshzajm 665 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 665 4 , , , work_5q5kihz46jaevgqzflwcshzajm 665 5 Cooley Cooley NNP work_5q5kihz46jaevgqzflwcshzajm 665 6 , , , work_5q5kihz46jaevgqzflwcshzajm 665 7 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 665 8 , , , work_5q5kihz46jaevgqzflwcshzajm 665 9 Deshpande Deshpande NNP work_5q5kihz46jaevgqzflwcshzajm 665 10 , , , work_5q5kihz46jaevgqzflwcshzajm 665 11 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 665 12 , , , work_5q5kihz46jaevgqzflwcshzajm 665 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 665 14 Tan Tan NNP work_5q5kihz46jaevgqzflwcshzajm 665 15 , , , work_5q5kihz46jaevgqzflwcshzajm 665 16 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 665 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 665 18 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 665 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 665 20 . . . work_5q5kihz46jaevgqzflwcshzajm 666 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 666 2 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 666 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 666 4 : : : work_5q5kihz46jaevgqzflwcshzajm 666 5 Discovery Discovery NNP work_5q5kihz46jaevgqzflwcshzajm 666 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 666 7 applications application NNS work_5q5kihz46jaevgqzflwcshzajm 666 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 666 9 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 666 10 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 666 11 from from IN work_5q5kihz46jaevgqzflwcshzajm 666 12 web web NN work_5q5kihz46jaevgqzflwcshzajm 666 13 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 666 14 . . . work_5q5kihz46jaevgqzflwcshzajm 667 1 SIGKDD SIGKDD NNP work_5q5kihz46jaevgqzflwcshzajm 667 2 Explorations Explorations NNPS work_5q5kihz46jaevgqzflwcshzajm 667 3 , , , work_5q5kihz46jaevgqzflwcshzajm 667 4 1(2 1(2 NNP work_5q5kihz46jaevgqzflwcshzajm 667 5 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 667 6 , , , work_5q5kihz46jaevgqzflwcshzajm 667 7 12–23 12–23 CD work_5q5kihz46jaevgqzflwcshzajm 667 8 . . . work_5q5kihz46jaevgqzflwcshzajm 668 1 Talavera Talavera NNP work_5q5kihz46jaevgqzflwcshzajm 668 2 , , , work_5q5kihz46jaevgqzflwcshzajm 668 3 L. L. NNP work_5q5kihz46jaevgqzflwcshzajm 668 4 , , , work_5q5kihz46jaevgqzflwcshzajm 668 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 668 6 Gaudioso Gaudioso NNP work_5q5kihz46jaevgqzflwcshzajm 668 7 , , , work_5q5kihz46jaevgqzflwcshzajm 668 8 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 668 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 668 10 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 668 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 668 12 . . . work_5q5kihz46jaevgqzflwcshzajm 669 1 Mining mining NN work_5q5kihz46jaevgqzflwcshzajm 669 2 student student NN work_5q5kihz46jaevgqzflwcshzajm 669 3 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 669 4 to to TO work_5q5kihz46jaevgqzflwcshzajm 669 5 characterize characterize VB work_5q5kihz46jaevgqzflwcshzajm 669 6 similar similar JJ work_5q5kihz46jaevgqzflwcshzajm 669 7 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 669 8 groups group NNS work_5q5kihz46jaevgqzflwcshzajm 669 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 669 10 unstructured unstructured JJ work_5q5kihz46jaevgqzflwcshzajm 669 11 collaboration collaboration NN work_5q5kihz46jaevgqzflwcshzajm 669 12 spaces space NNS work_5q5kihz46jaevgqzflwcshzajm 669 13 . . . work_5q5kihz46jaevgqzflwcshzajm 670 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 670 2 Workshop Workshop NNP work_5q5kihz46jaevgqzflwcshzajm 670 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 670 4 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 670 5 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 670 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 670 7 CSCL CSCL NNP work_5q5kihz46jaevgqzflwcshzajm 670 8 . . . work_5q5kihz46jaevgqzflwcshzajm 671 1 16th 16th JJ work_5q5kihz46jaevgqzflwcshzajm 671 2 European european JJ work_5q5kihz46jaevgqzflwcshzajm 671 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 671 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 671 5 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 671 6 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 671 7 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 671 8 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 671 9 . . . work_5q5kihz46jaevgqzflwcshzajm 672 1 17–23 17–23 LS work_5q5kihz46jaevgqzflwcshzajm 672 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 672 3 . . . work_5q5kihz46jaevgqzflwcshzajm 673 1 Tane Tane NNP work_5q5kihz46jaevgqzflwcshzajm 673 2 , , , work_5q5kihz46jaevgqzflwcshzajm 673 3 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 673 4 , , , work_5q5kihz46jaevgqzflwcshzajm 673 5 Schmitz Schmitz NNP work_5q5kihz46jaevgqzflwcshzajm 673 6 , , , work_5q5kihz46jaevgqzflwcshzajm 673 7 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 673 8 , , , work_5q5kihz46jaevgqzflwcshzajm 673 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 673 10 Stumme Stumme NNP work_5q5kihz46jaevgqzflwcshzajm 673 11 , , , work_5q5kihz46jaevgqzflwcshzajm 673 12 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 673 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 673 14 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 673 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 673 16 . . . work_5q5kihz46jaevgqzflwcshzajm 674 1 Semantic semantic JJ work_5q5kihz46jaevgqzflwcshzajm 674 2 resource resource NN work_5q5kihz46jaevgqzflwcshzajm 674 3 manage- manage- NN work_5q5kihz46jaevgqzflwcshzajm 674 4 ment ment JJ work_5q5kihz46jaevgqzflwcshzajm 674 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 674 6 the the DT work_5q5kihz46jaevgqzflwcshzajm 674 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 674 8 : : : work_5q5kihz46jaevgqzflwcshzajm 674 9 An an DT work_5q5kihz46jaevgqzflwcshzajm 674 10 e e NN work_5q5kihz46jaevgqzflwcshzajm 674 11 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 674 12 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 674 13 application application NN work_5q5kihz46jaevgqzflwcshzajm 674 14 . . . work_5q5kihz46jaevgqzflwcshzajm 675 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 675 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 675 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 675 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 675 5 WWW WWW NNP work_5q5kihz46jaevgqzflwcshzajm 675 6 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 675 7 , , , work_5q5kihz46jaevgqzflwcshzajm 675 8 New New NNP work_5q5kihz46jaevgqzflwcshzajm 675 9 York York NNP work_5q5kihz46jaevgqzflwcshzajm 675 10 , , , work_5q5kihz46jaevgqzflwcshzajm 675 11 USA USA NNP work_5q5kihz46jaevgqzflwcshzajm 675 12 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 675 13 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 675 14 . . . work_5q5kihz46jaevgqzflwcshzajm 676 1 1–10 1–10 LS work_5q5kihz46jaevgqzflwcshzajm 676 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 676 3 . . . work_5q5kihz46jaevgqzflwcshzajm 677 1 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 677 2 , , , work_5q5kihz46jaevgqzflwcshzajm 677 3 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 677 4 , , , work_5q5kihz46jaevgqzflwcshzajm 677 5 Yin Yin NNP work_5q5kihz46jaevgqzflwcshzajm 677 6 , , , work_5q5kihz46jaevgqzflwcshzajm 677 7 H. H. NNP work_5q5kihz46jaevgqzflwcshzajm 677 8 , , , work_5q5kihz46jaevgqzflwcshzajm 677 9 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 677 10 , , , work_5q5kihz46jaevgqzflwcshzajm 677 11 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 677 12 , , , work_5q5kihz46jaevgqzflwcshzajm 677 13 Lau Lau NNP work_5q5kihz46jaevgqzflwcshzajm 677 14 , , , work_5q5kihz46jaevgqzflwcshzajm 677 15 R. R. NNP work_5q5kihz46jaevgqzflwcshzajm 677 16 , , , work_5q5kihz46jaevgqzflwcshzajm 677 17 Li Li NNP work_5q5kihz46jaevgqzflwcshzajm 677 18 , , , work_5q5kihz46jaevgqzflwcshzajm 677 19 Q. Q. NNP work_5q5kihz46jaevgqzflwcshzajm 677 20 , , , work_5q5kihz46jaevgqzflwcshzajm 677 21 & & CC work_5q5kihz46jaevgqzflwcshzajm 677 22 Kilis Kilis NNP work_5q5kihz46jaevgqzflwcshzajm 677 23 , , , work_5q5kihz46jaevgqzflwcshzajm 677 24 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 677 25 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 677 26 2000 2000 CD work_5q5kihz46jaevgqzflwcshzajm 677 27 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 677 28 . . . work_5q5kihz46jaevgqzflwcshzajm 678 1 Personalized personalize VBN work_5q5kihz46jaevgqzflwcshzajm 678 2 courseware courseware JJ work_5q5kihz46jaevgqzflwcshzajm 678 3 construction construction NN work_5q5kihz46jaevgqzflwcshzajm 678 4 based base VBN work_5q5kihz46jaevgqzflwcshzajm 678 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 678 6 web web NN work_5q5kihz46jaevgqzflwcshzajm 678 7 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 678 8 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 678 9 . . . work_5q5kihz46jaevgqzflwcshzajm 679 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 679 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 679 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 679 4 the the DT work_5q5kihz46jaevgqzflwcshzajm 679 5 first first JJ work_5q5kihz46jaevgqzflwcshzajm 679 6 international international JJ work_5q5kihz46jaevgqzflwcshzajm 679 7 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 679 8 on on IN work_5q5kihz46jaevgqzflwcshzajm 679 9 web web NN work_5q5kihz46jaevgqzflwcshzajm 679 10 information information NN work_5q5kihz46jaevgqzflwcshzajm 679 11 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 679 12 engineer- engineer- NN work_5q5kihz46jaevgqzflwcshzajm 679 13 ing ing NNP work_5q5kihz46jaevgqzflwcshzajm 679 14 , , , work_5q5kihz46jaevgqzflwcshzajm 679 15 Washington Washington NNP work_5q5kihz46jaevgqzflwcshzajm 679 16 , , , work_5q5kihz46jaevgqzflwcshzajm 679 17 DC DC NNP work_5q5kihz46jaevgqzflwcshzajm 679 18 , , , work_5q5kihz46jaevgqzflwcshzajm 679 19 USA USA NNP work_5q5kihz46jaevgqzflwcshzajm 679 20 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 679 21 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 679 22 . . . work_5q5kihz46jaevgqzflwcshzajm 680 1 204–211 204–211 CD work_5q5kihz46jaevgqzflwcshzajm 680 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 680 3 . . . work_5q5kihz46jaevgqzflwcshzajm 681 1 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 681 2 , , , work_5q5kihz46jaevgqzflwcshzajm 681 3 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 681 4 , , , work_5q5kihz46jaevgqzflwcshzajm 681 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 681 6 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 681 7 , , , work_5q5kihz46jaevgqzflwcshzajm 681 8 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 681 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 681 10 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 681 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 681 12 . . . work_5q5kihz46jaevgqzflwcshzajm 682 1 Student student NN work_5q5kihz46jaevgqzflwcshzajm 682 2 modeling model VBG work_5q5kihz46jaevgqzflwcshzajm 682 3 for for IN work_5q5kihz46jaevgqzflwcshzajm 682 4 a a DT work_5q5kihz46jaevgqzflwcshzajm 682 5 web web NN work_5q5kihz46jaevgqzflwcshzajm 682 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 682 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 682 8 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 682 9 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 682 10 : : : work_5q5kihz46jaevgqzflwcshzajm 682 11 A a DT work_5q5kihz46jaevgqzflwcshzajm 682 12 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 682 13 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 682 14 approach approach NN work_5q5kihz46jaevgqzflwcshzajm 682 15 . . . work_5q5kihz46jaevgqzflwcshzajm 683 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 683 2 Eighteenth Eighteenth NNP work_5q5kihz46jaevgqzflwcshzajm 683 3 national national JJ work_5q5kihz46jaevgqzflwcshzajm 683 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 683 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 683 6 artificial artificial JJ work_5q5kihz46jaevgqzflwcshzajm 683 7 intelligence intelligence NN work_5q5kihz46jaevgqzflwcshzajm 683 8 , , , work_5q5kihz46jaevgqzflwcshzajm 683 9 Menlo Menlo NNP work_5q5kihz46jaevgqzflwcshzajm 683 10 Park Park NNP work_5q5kihz46jaevgqzflwcshzajm 683 11 , , , work_5q5kihz46jaevgqzflwcshzajm 683 12 CA CA NNP work_5q5kihz46jaevgqzflwcshzajm 683 13 , , , work_5q5kihz46jaevgqzflwcshzajm 683 14 USA USA NNP work_5q5kihz46jaevgqzflwcshzajm 683 15 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 683 16 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 683 17 . . . work_5q5kihz46jaevgqzflwcshzajm 684 1 967 967 CD work_5q5kihz46jaevgqzflwcshzajm 684 2 – – : work_5q5kihz46jaevgqzflwcshzajm 684 3 968 968 CD work_5q5kihz46jaevgqzflwcshzajm 684 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 684 5 . . . work_5q5kihz46jaevgqzflwcshzajm 685 1 Tang Tang NNP work_5q5kihz46jaevgqzflwcshzajm 685 2 , , , work_5q5kihz46jaevgqzflwcshzajm 685 3 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 685 4 , , , work_5q5kihz46jaevgqzflwcshzajm 685 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 685 6 McCalla McCalla NNP work_5q5kihz46jaevgqzflwcshzajm 685 7 , , , work_5q5kihz46jaevgqzflwcshzajm 685 8 G. G. NNP work_5q5kihz46jaevgqzflwcshzajm 685 9 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 685 10 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 685 11 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 685 12 . . . work_5q5kihz46jaevgqzflwcshzajm 686 1 Smart smart JJ work_5q5kihz46jaevgqzflwcshzajm 686 2 recommendation recommendation NN work_5q5kihz46jaevgqzflwcshzajm 686 3 for for IN work_5q5kihz46jaevgqzflwcshzajm 686 4 an an DT work_5q5kihz46jaevgqzflwcshzajm 686 5 evolving evolve VBG work_5q5kihz46jaevgqzflwcshzajm 686 6 e e NN work_5q5kihz46jaevgqzflwcshzajm 686 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 686 8 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 686 9 system system NN work_5q5kihz46jaevgqzflwcshzajm 686 10 . . . work_5q5kihz46jaevgqzflwcshzajm 687 1 International International NNP work_5q5kihz46jaevgqzflwcshzajm 687 2 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 687 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 687 4 E E NNP work_5q5kihz46jaevgqzflwcshzajm 687 5 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 687 6 Learning Learning NNP work_5q5kihz46jaevgqzflwcshzajm 687 7 , , , work_5q5kihz46jaevgqzflwcshzajm 687 8 4(1 4(1 NNP work_5q5kihz46jaevgqzflwcshzajm 687 9 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 687 10 , , , work_5q5kihz46jaevgqzflwcshzajm 687 11 105 105 CD work_5q5kihz46jaevgqzflwcshzajm 687 12 – – : work_5q5kihz46jaevgqzflwcshzajm 687 13 129 129 CD work_5q5kihz46jaevgqzflwcshzajm 687 14 . . . work_5q5kihz46jaevgqzflwcshzajm 688 1 Tsantis Tsantis NNP work_5q5kihz46jaevgqzflwcshzajm 688 2 , , , work_5q5kihz46jaevgqzflwcshzajm 688 3 L. L. NNP work_5q5kihz46jaevgqzflwcshzajm 688 4 , , , work_5q5kihz46jaevgqzflwcshzajm 688 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 688 6 Castellani Castellani NNP work_5q5kihz46jaevgqzflwcshzajm 688 7 , , , work_5q5kihz46jaevgqzflwcshzajm 688 8 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 689 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 689 2 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 689 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 689 4 . . . work_5q5kihz46jaevgqzflwcshzajm 690 1 Enhancing enhance VBG work_5q5kihz46jaevgqzflwcshzajm 690 2 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 690 3 environments environment NNS work_5q5kihz46jaevgqzflwcshzajm 690 4 through through IN work_5q5kihz46jaevgqzflwcshzajm 690 5 solution solution NN work_5q5kihz46jaevgqzflwcshzajm 690 6 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 690 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 690 8 knowledge knowledge NN work_5q5kihz46jaevgqzflwcshzajm 690 9 discovery discovery NN work_5q5kihz46jaevgqzflwcshzajm 690 10 tools tool NNS work_5q5kihz46jaevgqzflwcshzajm 690 11 . . . work_5q5kihz46jaevgqzflwcshzajm 691 1 Journal Journal NNP work_5q5kihz46jaevgqzflwcshzajm 691 2 of of IN work_5q5kihz46jaevgqzflwcshzajm 691 3 Special Special NNP work_5q5kihz46jaevgqzflwcshzajm 691 4 Education Education NNP work_5q5kihz46jaevgqzflwcshzajm 691 5 Technology Technology NNP work_5q5kihz46jaevgqzflwcshzajm 691 6 , , , work_5q5kihz46jaevgqzflwcshzajm 691 7 16(4 16(4 CD work_5q5kihz46jaevgqzflwcshzajm 691 8 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 691 9 . . . work_5q5kihz46jaevgqzflwcshzajm 692 1 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 692 2 , , , work_5q5kihz46jaevgqzflwcshzajm 692 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 692 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 692 5 2004a 2004a CD work_5q5kihz46jaevgqzflwcshzajm 692 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 692 7 . . . work_5q5kihz46jaevgqzflwcshzajm 693 1 Data datum NNS work_5q5kihz46jaevgqzflwcshzajm 693 2 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 693 3 and and CC work_5q5kihz46jaevgqzflwcshzajm 693 4 text text NN work_5q5kihz46jaevgqzflwcshzajm 693 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 693 6 technologies technology NNS work_5q5kihz46jaevgqzflwcshzajm 693 7 for for IN work_5q5kihz46jaevgqzflwcshzajm 693 8 collaborative collaborative JJ work_5q5kihz46jaevgqzflwcshzajm 693 9 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 693 10 in in IN work_5q5kihz46jaevgqzflwcshzajm 693 11 an an DT work_5q5kihz46jaevgqzflwcshzajm 693 12 ILMS ILMS NNP work_5q5kihz46jaevgqzflwcshzajm 693 13 ‘ ' `` work_5q5kihz46jaevgqzflwcshzajm 693 14 ‘ ' `` work_5q5kihz46jaevgqzflwcshzajm 693 15 samurai samurai NN work_5q5kihz46jaevgqzflwcshzajm 693 16 ’ ' '' work_5q5kihz46jaevgqzflwcshzajm 693 17 ’ ' '' work_5q5kihz46jaevgqzflwcshzajm 693 18 . . . work_5q5kihz46jaevgqzflwcshzajm 694 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 694 2 ICALT ICALT NNP work_5q5kihz46jaevgqzflwcshzajm 694 3 . . . work_5q5kihz46jaevgqzflwcshzajm 695 1 Ueno Ueno NNP work_5q5kihz46jaevgqzflwcshzajm 695 2 , , , work_5q5kihz46jaevgqzflwcshzajm 695 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 695 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 695 5 2004b 2004b CD work_5q5kihz46jaevgqzflwcshzajm 695 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 695 7 . . . work_5q5kihz46jaevgqzflwcshzajm 696 1 Online online JJ work_5q5kihz46jaevgqzflwcshzajm 696 2 outlier outlier NN work_5q5kihz46jaevgqzflwcshzajm 696 3 detection detection NN work_5q5kihz46jaevgqzflwcshzajm 696 4 system system NN work_5q5kihz46jaevgqzflwcshzajm 696 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 696 6 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 696 7 time time NN work_5q5kihz46jaevgqzflwcshzajm 696 8 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 696 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 696 10 e e NN work_5q5kihz46jaevgqzflwcshzajm 696 11 - - NN work_5q5kihz46jaevgqzflwcshzajm 696 12 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 696 13 and and CC work_5q5kihz46jaevgqzflwcshzajm 696 14 its -PRON- PRP$ work_5q5kihz46jaevgqzflwcshzajm 696 15 evaluation evaluation NN work_5q5kihz46jaevgqzflwcshzajm 696 16 . . . work_5q5kihz46jaevgqzflwcshzajm 697 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 697 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 697 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 697 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 697 5 computers computer NNS work_5q5kihz46jaevgqzflwcshzajm 697 6 and and CC work_5q5kihz46jaevgqzflwcshzajm 697 7 advanced advanced JJ work_5q5kihz46jaevgqzflwcshzajm 697 8 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 697 9 in in IN work_5q5kihz46jaevgqzflwcshzajm 697 10 education education NN work_5q5kihz46jaevgqzflwcshzajm 697 11 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 697 12 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 697 13 . . . work_5q5kihz46jaevgqzflwcshzajm 698 1 248–253 248–253 LS work_5q5kihz46jaevgqzflwcshzajm 698 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 698 3 . . . work_5q5kihz46jaevgqzflwcshzajm 699 1 Urbancic Urbancic NNP work_5q5kihz46jaevgqzflwcshzajm 699 2 , , , work_5q5kihz46jaevgqzflwcshzajm 699 3 T. T. NNP work_5q5kihz46jaevgqzflwcshzajm 699 4 , , , work_5q5kihz46jaevgqzflwcshzajm 699 5 Skrjanc Skrjanc NNP work_5q5kihz46jaevgqzflwcshzajm 699 6 , , , work_5q5kihz46jaevgqzflwcshzajm 699 7 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 699 8 , , , work_5q5kihz46jaevgqzflwcshzajm 699 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 699 10 Flach Flach NNP work_5q5kihz46jaevgqzflwcshzajm 699 11 , , , work_5q5kihz46jaevgqzflwcshzajm 699 12 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 699 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 699 14 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 699 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 699 16 . . . work_5q5kihz46jaevgqzflwcshzajm 700 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 700 2 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 700 3 based base VBN work_5q5kihz46jaevgqzflwcshzajm 700 4 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 700 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 700 6 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 700 7 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 700 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 700 9 decision decision NN work_5q5kihz46jaevgqzflwcshzajm 700 10 support support NN work_5q5kihz46jaevgqzflwcshzajm 700 11 education education NN work_5q5kihz46jaevgqzflwcshzajm 700 12 . . . work_5q5kihz46jaevgqzflwcshzajm 701 1 AI AI NNP work_5q5kihz46jaevgqzflwcshzajm 701 2 Communications Communications NNP work_5q5kihz46jaevgqzflwcshzajm 701 3 , , , work_5q5kihz46jaevgqzflwcshzajm 701 4 15 15 CD work_5q5kihz46jaevgqzflwcshzajm 701 5 , , , work_5q5kihz46jaevgqzflwcshzajm 701 6 199–204 199–204 CD work_5q5kihz46jaevgqzflwcshzajm 701 7 . . . work_5q5kihz46jaevgqzflwcshzajm 702 1 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 702 2 , , , work_5q5kihz46jaevgqzflwcshzajm 702 3 F. F. NNP work_5q5kihz46jaevgqzflwcshzajm 702 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 702 5 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 702 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 702 7 . . . work_5q5kihz46jaevgqzflwcshzajm 703 1 On on IN work_5q5kihz46jaevgqzflwcshzajm 703 2 using use VBG work_5q5kihz46jaevgqzflwcshzajm 703 3 data data NN work_5q5kihz46jaevgqzflwcshzajm 703 4 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 703 5 mining mine VBG work_5q5kihz46jaevgqzflwcshzajm 703 6 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 703 7 for for IN work_5q5kihz46jaevgqzflwcshzajm 703 8 browsing browse VBG work_5q5kihz46jaevgqzflwcshzajm 703 9 log log NN work_5q5kihz46jaevgqzflwcshzajm 703 10 file file NN work_5q5kihz46jaevgqzflwcshzajm 703 11 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 703 12 in in IN work_5q5kihz46jaevgqzflwcshzajm 703 13 asynchronous asynchronous JJ work_5q5kihz46jaevgqzflwcshzajm 703 14 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 703 15 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 703 16 . . . work_5q5kihz46jaevgqzflwcshzajm 704 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 704 2 Conference Conference NNP work_5q5kihz46jaevgqzflwcshzajm 704 3 on on IN work_5q5kihz46jaevgqzflwcshzajm 704 4 educational educational JJ work_5q5kihz46jaevgqzflwcshzajm 704 5 multimedia multimedia NNS work_5q5kihz46jaevgqzflwcshzajm 704 6 , , , work_5q5kihz46jaevgqzflwcshzajm 704 7 hypermedia hypermedia NNP work_5q5kihz46jaevgqzflwcshzajm 704 8 and and CC work_5q5kihz46jaevgqzflwcshzajm 704 9 telecommunications telecommunication NNS work_5q5kihz46jaevgqzflwcshzajm 704 10 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 704 11 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 704 12 . . . work_5q5kihz46jaevgqzflwcshzajm 705 1 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 705 2 – – : work_5q5kihz46jaevgqzflwcshzajm 705 3 2006 2006 CD work_5q5kihz46jaevgqzflwcshzajm 705 4 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 705 5 . . . work_5q5kihz46jaevgqzflwcshzajm 706 1 Wang Wang NNP work_5q5kihz46jaevgqzflwcshzajm 706 2 , , , work_5q5kihz46jaevgqzflwcshzajm 706 3 W. W. NNP work_5q5kihz46jaevgqzflwcshzajm 706 4 , , , work_5q5kihz46jaevgqzflwcshzajm 706 5 Weng Weng NNP work_5q5kihz46jaevgqzflwcshzajm 706 6 , , , work_5q5kihz46jaevgqzflwcshzajm 706 7 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 706 8 , , , work_5q5kihz46jaevgqzflwcshzajm 706 9 Su Su NNP work_5q5kihz46jaevgqzflwcshzajm 706 10 , , , work_5q5kihz46jaevgqzflwcshzajm 706 11 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 706 12 , , , work_5q5kihz46jaevgqzflwcshzajm 706 13 & & CC work_5q5kihz46jaevgqzflwcshzajm 706 14 Tseng Tseng NNP work_5q5kihz46jaevgqzflwcshzajm 706 15 , , , work_5q5kihz46jaevgqzflwcshzajm 706 16 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 706 17 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 706 18 2004 2004 CD work_5q5kihz46jaevgqzflwcshzajm 706 19 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 706 20 . . . work_5q5kihz46jaevgqzflwcshzajm 707 1 Learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 707 2 portfolio portfolio NN work_5q5kihz46jaevgqzflwcshzajm 707 3 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 707 4 and and CC work_5q5kihz46jaevgqzflwcshzajm 707 5 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 707 6 in in IN work_5q5kihz46jaevgqzflwcshzajm 707 7 SCORM SCORM NNP work_5q5kihz46jaevgqzflwcshzajm 707 8 compliant compliant JJ work_5q5kihz46jaevgqzflwcshzajm 707 9 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 707 10 . . . work_5q5kihz46jaevgqzflwcshzajm 708 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 708 2 ASEE/ ASEE/ NNP work_5q5kihz46jaevgqzflwcshzajm 708 3 IEEE IEEE NNP work_5q5kihz46jaevgqzflwcshzajm 708 4 frontiers frontier NNS work_5q5kihz46jaevgqzflwcshzajm 708 5 in in IN work_5q5kihz46jaevgqzflwcshzajm 708 6 education education NN work_5q5kihz46jaevgqzflwcshzajm 708 7 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 708 8 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 708 9 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 708 10 . . . work_5q5kihz46jaevgqzflwcshzajm 709 1 17–24 17–24 LS work_5q5kihz46jaevgqzflwcshzajm 709 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 709 3 . . . work_5q5kihz46jaevgqzflwcshzajm 710 1 Yu Yu NNP work_5q5kihz46jaevgqzflwcshzajm 710 2 , , , work_5q5kihz46jaevgqzflwcshzajm 710 3 P. P. NNP work_5q5kihz46jaevgqzflwcshzajm 710 4 , , , work_5q5kihz46jaevgqzflwcshzajm 710 5 Own Own NNP work_5q5kihz46jaevgqzflwcshzajm 710 6 , , , work_5q5kihz46jaevgqzflwcshzajm 710 7 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 710 8 , , , work_5q5kihz46jaevgqzflwcshzajm 710 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 710 10 Lin Lin NNP work_5q5kihz46jaevgqzflwcshzajm 710 11 , , , work_5q5kihz46jaevgqzflwcshzajm 710 12 L. L. NNP work_5q5kihz46jaevgqzflwcshzajm 710 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 710 14 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 710 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 710 16 . . . work_5q5kihz46jaevgqzflwcshzajm 711 1 On on IN work_5q5kihz46jaevgqzflwcshzajm 711 2 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 711 3 behavior behavior NN work_5q5kihz46jaevgqzflwcshzajm 711 4 analysis analysis NN work_5q5kihz46jaevgqzflwcshzajm 711 5 of of IN work_5q5kihz46jaevgqzflwcshzajm 711 6 web web NN work_5q5kihz46jaevgqzflwcshzajm 711 7 based base VBN work_5q5kihz46jaevgqzflwcshzajm 711 8 interactive interactive JJ work_5q5kihz46jaevgqzflwcshzajm 711 9 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 711 10 . . . work_5q5kihz46jaevgqzflwcshzajm 712 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 712 2 Proceedings Proceedings NNP work_5q5kihz46jaevgqzflwcshzajm 712 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 712 4 ICCEE ICCEE NNP work_5q5kihz46jaevgqzflwcshzajm 712 5 , , , work_5q5kihz46jaevgqzflwcshzajm 712 6 Oslo Oslo NNP work_5q5kihz46jaevgqzflwcshzajm 712 7 / / SYM work_5q5kihz46jaevgqzflwcshzajm 712 8 Bergen Bergen NNP work_5q5kihz46jaevgqzflwcshzajm 712 9 , , , work_5q5kihz46jaevgqzflwcshzajm 712 10 Norway Norway NNP work_5q5kihz46jaevgqzflwcshzajm 712 11 . . . work_5q5kihz46jaevgqzflwcshzajm 713 1 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 713 2 , , , work_5q5kihz46jaevgqzflwcshzajm 713 3 O. o. NN work_5q5kihz46jaevgqzflwcshzajm 714 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 714 2 2002 2002 CD work_5q5kihz46jaevgqzflwcshzajm 714 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 714 4 . . . work_5q5kihz46jaevgqzflwcshzajm 715 1 Building build VBG work_5q5kihz46jaevgqzflwcshzajm 715 2 a a DT work_5q5kihz46jaevgqzflwcshzajm 715 3 recommender recommender NN work_5q5kihz46jaevgqzflwcshzajm 715 4 agent agent NN work_5q5kihz46jaevgqzflwcshzajm 715 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 715 6 e e NN work_5q5kihz46jaevgqzflwcshzajm 715 7 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 715 8 learning learn VBG work_5q5kihz46jaevgqzflwcshzajm 715 9 systems system NNS work_5q5kihz46jaevgqzflwcshzajm 715 10 . . . work_5q5kihz46jaevgqzflwcshzajm 716 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 716 2 ICCE ICCE NNP work_5q5kihz46jaevgqzflwcshzajm 716 3 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 716 4 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 716 5 . . . work_5q5kihz46jaevgqzflwcshzajm 717 1 55–59 55–59 LS work_5q5kihz46jaevgqzflwcshzajm 717 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 717 3 . . . work_5q5kihz46jaevgqzflwcshzajm 718 1 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 718 2 , , , work_5q5kihz46jaevgqzflwcshzajm 718 3 O. O. NNP work_5q5kihz46jaevgqzflwcshzajm 718 4 , , , work_5q5kihz46jaevgqzflwcshzajm 718 5 & & CC work_5q5kihz46jaevgqzflwcshzajm 718 6 Luo Luo NNP work_5q5kihz46jaevgqzflwcshzajm 718 7 , , , work_5q5kihz46jaevgqzflwcshzajm 718 8 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 719 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 719 2 2001 2001 CD work_5q5kihz46jaevgqzflwcshzajm 719 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 719 4 . . . work_5q5kihz46jaevgqzflwcshzajm 720 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 720 2 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 720 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 720 4 for for IN work_5q5kihz46jaevgqzflwcshzajm 720 5 a a DT work_5q5kihz46jaevgqzflwcshzajm 720 6 better well JJR work_5q5kihz46jaevgqzflwcshzajm 720 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 720 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 720 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 720 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 720 11 environment environment NN work_5q5kihz46jaevgqzflwcshzajm 720 12 . . . work_5q5kihz46jaevgqzflwcshzajm 721 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 721 2 Proceedings proceeding NNS work_5q5kihz46jaevgqzflwcshzajm 721 3 of of IN work_5q5kihz46jaevgqzflwcshzajm 721 4 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 721 5 on on IN work_5q5kihz46jaevgqzflwcshzajm 721 6 advanced advanced JJ work_5q5kihz46jaevgqzflwcshzajm 721 7 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 721 8 for for IN work_5q5kihz46jaevgqzflwcshzajm 721 9 education education NN work_5q5kihz46jaevgqzflwcshzajm 721 10 , , , work_5q5kihz46jaevgqzflwcshzajm 721 11 Banff Banff NNP work_5q5kihz46jaevgqzflwcshzajm 721 12 , , , work_5q5kihz46jaevgqzflwcshzajm 721 13 Alberta Alberta NNP work_5q5kihz46jaevgqzflwcshzajm 721 14 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 721 15 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 721 16 . . . work_5q5kihz46jaevgqzflwcshzajm 722 1 60–64 60–64 LS work_5q5kihz46jaevgqzflwcshzajm 722 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 722 3 . . . work_5q5kihz46jaevgqzflwcshzajm 723 1 Zaı̈ane Zaı̈ane NNP work_5q5kihz46jaevgqzflwcshzajm 723 2 , , , work_5q5kihz46jaevgqzflwcshzajm 723 3 O. O. NNP work_5q5kihz46jaevgqzflwcshzajm 723 4 , , , work_5q5kihz46jaevgqzflwcshzajm 723 5 Xin Xin NNP work_5q5kihz46jaevgqzflwcshzajm 723 6 , , , work_5q5kihz46jaevgqzflwcshzajm 723 7 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 723 8 , , , work_5q5kihz46jaevgqzflwcshzajm 723 9 & & CC work_5q5kihz46jaevgqzflwcshzajm 723 10 Han Han NNP work_5q5kihz46jaevgqzflwcshzajm 723 11 , , , work_5q5kihz46jaevgqzflwcshzajm 723 12 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 724 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 724 2 1998 1998 CD work_5q5kihz46jaevgqzflwcshzajm 724 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 724 4 . . . work_5q5kihz46jaevgqzflwcshzajm 725 1 Discovering discover VBG work_5q5kihz46jaevgqzflwcshzajm 725 2 web web NN work_5q5kihz46jaevgqzflwcshzajm 725 3 access access NN work_5q5kihz46jaevgqzflwcshzajm 725 4 patterns pattern NNS work_5q5kihz46jaevgqzflwcshzajm 725 5 and and CC work_5q5kihz46jaevgqzflwcshzajm 725 6 trends trend NNS work_5q5kihz46jaevgqzflwcshzajm 725 7 by by IN work_5q5kihz46jaevgqzflwcshzajm 725 8 applying apply VBG work_5q5kihz46jaevgqzflwcshzajm 725 9 OLAP olap NN work_5q5kihz46jaevgqzflwcshzajm 725 10 and and CC work_5q5kihz46jaevgqzflwcshzajm 725 11 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 725 12 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 725 13 technology technology NN work_5q5kihz46jaevgqzflwcshzajm 725 14 on on IN work_5q5kihz46jaevgqzflwcshzajm 725 15 web web NN work_5q5kihz46jaevgqzflwcshzajm 725 16 logs log NNS work_5q5kihz46jaevgqzflwcshzajm 725 17 . . . work_5q5kihz46jaevgqzflwcshzajm 726 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 726 2 Advances advance NNS work_5q5kihz46jaevgqzflwcshzajm 726 3 in in IN work_5q5kihz46jaevgqzflwcshzajm 726 4 digital digital JJ work_5q5kihz46jaevgqzflwcshzajm 726 5 libraries library NNS work_5q5kihz46jaevgqzflwcshzajm 726 6 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 726 7 pp pp NNP work_5q5kihz46jaevgqzflwcshzajm 726 8 . . . work_5q5kihz46jaevgqzflwcshzajm 727 1 19–29 19–29 LS work_5q5kihz46jaevgqzflwcshzajm 727 2 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 727 3 . . . work_5q5kihz46jaevgqzflwcshzajm 728 1 Zarzo Zarzo NNP work_5q5kihz46jaevgqzflwcshzajm 728 2 , , , work_5q5kihz46jaevgqzflwcshzajm 728 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 728 4 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 728 5 2003 2003 CD work_5q5kihz46jaevgqzflwcshzajm 728 6 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 728 7 . . . work_5q5kihz46jaevgqzflwcshzajm 729 1 E e NN work_5q5kihz46jaevgqzflwcshzajm 729 2 - - NN work_5q5kihz46jaevgqzflwcshzajm 729 3 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 729 4 in in IN work_5q5kihz46jaevgqzflwcshzajm 729 5 the the DT work_5q5kihz46jaevgqzflwcshzajm 729 6 new new JJ work_5q5kihz46jaevgqzflwcshzajm 729 7 era era NN work_5q5kihz46jaevgqzflwcshzajm 729 8 of of IN work_5q5kihz46jaevgqzflwcshzajm 729 9 data datum NNS work_5q5kihz46jaevgqzflwcshzajm 729 10 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 729 11 . . . work_5q5kihz46jaevgqzflwcshzajm 730 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 730 2 International international JJ work_5q5kihz46jaevgqzflwcshzajm 730 3 conference conference NN work_5q5kihz46jaevgqzflwcshzajm 730 4 on on IN work_5q5kihz46jaevgqzflwcshzajm 730 5 network network NN work_5q5kihz46jaevgqzflwcshzajm 730 6 universities university NNS work_5q5kihz46jaevgqzflwcshzajm 730 7 and and CC work_5q5kihz46jaevgqzflwcshzajm 730 8 e e NN work_5q5kihz46jaevgqzflwcshzajm 730 9 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 730 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 730 11 , , , work_5q5kihz46jaevgqzflwcshzajm 730 12 Valen- Valen- NNP work_5q5kihz46jaevgqzflwcshzajm 730 13 cia cia NNP work_5q5kihz46jaevgqzflwcshzajm 730 14 , , , work_5q5kihz46jaevgqzflwcshzajm 730 15 Spain Spain NNP work_5q5kihz46jaevgqzflwcshzajm 730 16 . . . work_5q5kihz46jaevgqzflwcshzajm 731 1 Zorrilla Zorrilla NNP work_5q5kihz46jaevgqzflwcshzajm 731 2 , , , work_5q5kihz46jaevgqzflwcshzajm 731 3 M. M. NNP work_5q5kihz46jaevgqzflwcshzajm 731 4 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 731 5 , , , work_5q5kihz46jaevgqzflwcshzajm 731 6 Menasalvas Menasalvas NNP work_5q5kihz46jaevgqzflwcshzajm 731 7 , , , work_5q5kihz46jaevgqzflwcshzajm 731 8 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 731 9 , , , work_5q5kihz46jaevgqzflwcshzajm 731 10 Marin Marin NNP work_5q5kihz46jaevgqzflwcshzajm 731 11 , , , work_5q5kihz46jaevgqzflwcshzajm 731 12 D. D. NNP work_5q5kihz46jaevgqzflwcshzajm 731 13 , , , work_5q5kihz46jaevgqzflwcshzajm 731 14 Mora Mora NNP work_5q5kihz46jaevgqzflwcshzajm 731 15 , , , work_5q5kihz46jaevgqzflwcshzajm 731 16 E. E. NNP work_5q5kihz46jaevgqzflwcshzajm 731 17 , , , work_5q5kihz46jaevgqzflwcshzajm 731 18 & & CC work_5q5kihz46jaevgqzflwcshzajm 731 19 Segovia Segovia NNP work_5q5kihz46jaevgqzflwcshzajm 731 20 , , , work_5q5kihz46jaevgqzflwcshzajm 731 21 J. J. NNP work_5q5kihz46jaevgqzflwcshzajm 732 1 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 732 2 2005 2005 CD work_5q5kihz46jaevgqzflwcshzajm 732 3 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 732 4 . . . work_5q5kihz46jaevgqzflwcshzajm 733 1 Web web NN work_5q5kihz46jaevgqzflwcshzajm 733 2 usage usage NN work_5q5kihz46jaevgqzflwcshzajm 733 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 733 4 project project NN work_5q5kihz46jaevgqzflwcshzajm 733 5 for for IN work_5q5kihz46jaevgqzflwcshzajm 733 6 improving improve VBG work_5q5kihz46jaevgqzflwcshzajm 733 7 web web NN work_5q5kihz46jaevgqzflwcshzajm 733 8 - - HYPH work_5q5kihz46jaevgqzflwcshzajm 733 9 based base VBN work_5q5kihz46jaevgqzflwcshzajm 733 10 learning learning NN work_5q5kihz46jaevgqzflwcshzajm 733 11 sites site NNS work_5q5kihz46jaevgqzflwcshzajm 733 12 . . . work_5q5kihz46jaevgqzflwcshzajm 734 1 In in IN work_5q5kihz46jaevgqzflwcshzajm 734 2 Web web NN work_5q5kihz46jaevgqzflwcshzajm 734 3 mining mining NN work_5q5kihz46jaevgqzflwcshzajm 734 4 workshop workshop NN work_5q5kihz46jaevgqzflwcshzajm 734 5 , , , work_5q5kihz46jaevgqzflwcshzajm 734 6 Cataluna Cataluna NNP work_5q5kihz46jaevgqzflwcshzajm 734 7 . . . work_5q5kihz46jaevgqzflwcshzajm 735 1 146 146 CD work_5q5kihz46jaevgqzflwcshzajm 735 2 C. C. NNP work_5q5kihz46jaevgqzflwcshzajm 735 3 Romero Romero NNP work_5q5kihz46jaevgqzflwcshzajm 735 4 , , , work_5q5kihz46jaevgqzflwcshzajm 735 5 S. S. NNP work_5q5kihz46jaevgqzflwcshzajm 735 6 Ventura Ventura NNP work_5q5kihz46jaevgqzflwcshzajm 735 7 / / SYM work_5q5kihz46jaevgqzflwcshzajm 735 8 Expert Expert NNP work_5q5kihz46jaevgqzflwcshzajm 735 9 Systems Systems NNPS work_5q5kihz46jaevgqzflwcshzajm 735 10 with with IN work_5q5kihz46jaevgqzflwcshzajm 735 11 Applications Applications NNPS work_5q5kihz46jaevgqzflwcshzajm 735 12 33 33 CD work_5q5kihz46jaevgqzflwcshzajm 735 13 ( ( -LRB- work_5q5kihz46jaevgqzflwcshzajm 735 14 2007 2007 CD work_5q5kihz46jaevgqzflwcshzajm 735 15 ) ) -RRB- work_5q5kihz46jaevgqzflwcshzajm 735 16 135–146 135–146 CD