id sid tid token lemma pos ital-5341 1 1 the the DET ital-5341 1 2 importance importance NOUN ital-5341 1 3 of of ADP ital-5341 1 4 identifying identify VERB ital-5341 1 5 and and CCONJ ital-5341 1 6 accommodating accommodate VERB ital-5341 1 7 e e NOUN ital-5341 1 8 - - ADJ ital-5341 1 9 resource resource ADJ ital-5341 1 10 usage usage NOUN ital-5341 1 11 data datum NOUN ital-5341 1 12 for for ADP ital-5341 1 13 the the DET ital-5341 1 14 presence presence NOUN ital-5341 1 15 of of ADP ital-5341 1 16 outliers outlier NOUN ital-5341 1 17 . . PUNCT ital-5341 2 1 alain alain PROPN ital-5341 2 2 r. r. PROPN ital-5341 2 3 lamothe lamothe PROPN ital-5341 2 4 information information NOUN ital-5341 2 5 technology technology NOUN ital-5341 2 6 and and CCONJ ital-5341 2 7 libraries library NOUN ital-5341 2 8 | | NOUN ital-5341 2 9 june june PROPN ital-5341 2 10 2014 2014 NUM ital-5341 2 11 31 31 NUM ital-5341 2 12 abstract abstract ADV ital-5341 2 13 this this DET ital-5341 2 14 article article NOUN ital-5341 2 15 presents present VERB ital-5341 2 16 the the DET ital-5341 2 17 results result NOUN ital-5341 2 18 of of ADP ital-5341 2 19 a a DET ital-5341 2 20 quantitative quantitative ADJ ital-5341 2 21 analysis analysis NOUN ital-5341 2 22 examining examine VERB ital-5341 2 23 the the DET ital-5341 2 24 effects effect NOUN ital-5341 2 25 of of ADP ital-5341 2 26 abnormal abnormal ADJ ital-5341 2 27 and and CCONJ ital-5341 2 28 extreme extreme ADJ ital-5341 2 29 values value NOUN ital-5341 2 30 on on ADP ital-5341 2 31 e e NOUN ital-5341 2 32 - - ADJ ital-5341 2 33 journal journal ADJ ital-5341 2 34 usage usage NOUN ital-5341 2 35 statistics statistic NOUN ital-5341 2 36 . . PUNCT ital-5341 3 1 detailed detailed ADJ ital-5341 3 2 are be AUX ital-5341 3 3 the the DET ital-5341 3 4 step step NOUN ital-5341 3 5 - - PUNCT ital-5341 3 6 by by ADP ital-5341 3 7 - - PUNCT ital-5341 3 8 step step NOUN ital-5341 3 9 procedures procedure NOUN ital-5341 3 10 designed design VERB ital-5341 3 11 specifically specifically ADV ital-5341 3 12 to to PART ital-5341 3 13 identify identify VERB ital-5341 3 14 and and CCONJ ital-5341 3 15 remove remove VERB ital-5341 3 16 these these DET ital-5341 3 17 values value NOUN ital-5341 3 18 , , PUNCT ital-5341 3 19 termed term VERB ital-5341 3 20 outliers outlier NOUN ital-5341 3 21 . . PUNCT ital-5341 4 1 by by ADP ital-5341 4 2 greatly greatly ADV ital-5341 4 3 deviating deviate VERB ital-5341 4 4 from from ADP ital-5341 4 5 other other ADJ ital-5341 4 6 values value NOUN ital-5341 4 7 in in ADP ital-5341 4 8 a a DET ital-5341 4 9 sample sample NOUN ital-5341 4 10 , , PUNCT ital-5341 4 11 outliers outlier NOUN ital-5341 4 12 distort distort VERB ital-5341 4 13 and and CCONJ ital-5341 4 14 contaminate contaminate VERB ital-5341 4 15 that that DET ital-5341 4 16 data datum NOUN ital-5341 4 17 . . PUNCT ital-5341 5 1 between between ADP ital-5341 5 2 2010 2010 NUM ital-5341 5 3 and and CCONJ ital-5341 5 4 2011 2011 NUM ital-5341 5 5 , , PUNCT ital-5341 5 6 e e NOUN ital-5341 5 7 - - ADJ ital-5341 5 8 journal journal ADJ ital-5341 5 9 usage usage NOUN ital-5341 5 10 at at ADP ital-5341 5 11 laurentian laurentian PROPN ital-5341 5 12 university university PROPN ital-5341 5 13 ’s ’s PROPN ital-5341 5 14 j. j. PROPN ital-5341 5 15 n. n. PROPN ital-5341 5 16 desmarais desmarais PROPN ital-5341 5 17 library library PROPN ital-5341 5 18 spiked spike VERB ital-5341 5 19 because because SCONJ ital-5341 5 20 of of ADP ital-5341 5 21 illegal illegal ADJ ital-5341 5 22 downloading downloading NOUN ital-5341 5 23 . . PUNCT ital-5341 6 1 the the DET ital-5341 6 2 identification identification NOUN ital-5341 6 3 and and CCONJ ital-5341 6 4 removal removal NOUN ital-5341 6 5 of of ADP ital-5341 6 6 outliers outlier NOUN ital-5341 6 7 had have VERB ital-5341 6 8 a a DET ital-5341 6 9 noticeable noticeable ADJ ital-5341 6 10 effect effect NOUN ital-5341 6 11 on on ADP ital-5341 6 12 e e NOUN ital-5341 6 13 - - ADJ ital-5341 6 14 journal journal ADJ ital-5341 6 15 usage usage NOUN ital-5341 6 16 levels level NOUN ital-5341 6 17 . . PUNCT ital-5341 7 1 they they PRON ital-5341 7 2 represented represent VERB ital-5341 7 3 more more ADJ ital-5341 7 4 than than ADP ital-5341 7 5 100,000 100,000 NUM ital-5341 7 6 erroneous erroneous ADJ ital-5341 7 7 articles article NOUN ital-5341 7 8 downloaded download VERB ital-5341 7 9 in in ADP ital-5341 7 10 2010 2010 NUM ital-5341 7 11 and and CCONJ ital-5341 7 12 nearly nearly ADV ital-5341 7 13 200,000 200,000 NUM ital-5341 7 14 erroneous erroneous ADJ ital-5341 7 15 downloaded download VERB ital-5341 7 16 in in ADP ital-5341 7 17 2011 2011 NUM ital-5341 7 18 . . PUNCT ital-5341 8 1 introduction introduction NOUN ital-5341 8 2 this this DET ital-5341 8 3 article article NOUN ital-5341 8 4 was be AUX ital-5341 8 5 written write VERB ital-5341 8 6 with with ADP ital-5341 8 7 two two NUM ital-5341 8 8 purposes purpose NOUN ital-5341 8 9 in in ADP ital-5341 8 10 mind mind NOUN ital-5341 8 11 . . PUNCT ital-5341 9 1 first first ADV ital-5341 9 2 , , PUNCT ital-5341 9 3 it it PRON ital-5341 9 4 presents present VERB ital-5341 9 5 and and CCONJ ital-5341 9 6 discusses discuss VERB ital-5341 9 7 the the DET ital-5341 9 8 results result NOUN ital-5341 9 9 of of ADP ital-5341 9 10 a a DET ital-5341 9 11 quantitative quantitative ADJ ital-5341 9 12 analysis analysis NOUN ital-5341 9 13 that that PRON ital-5341 9 14 assessed assess VERB ital-5341 9 15 how how SCONJ ital-5341 9 16 outlier outlier ADJ ital-5341 9 17 values value NOUN ital-5341 9 18 can can AUX ital-5341 9 19 influence influence VERB ital-5341 9 20 usage usage NOUN ital-5341 9 21 statistics statistic NOUN ital-5341 9 22 . . PUNCT ital-5341 10 1 second second ADJ ital-5341 10 2 , , PUNCT ital-5341 10 3 and and CCONJ ital-5341 10 4 more more ADV ital-5341 10 5 important important ADJ ital-5341 10 6 , , PUNCT ital-5341 10 7 it it PRON ital-5341 10 8 details detail VERB ital-5341 10 9 the the DET ital-5341 10 10 step step NOUN ital-5341 10 11 - - PUNCT ital-5341 10 12 by by ADP ital-5341 10 13 - - PUNCT ital-5341 10 14 step step NOUN ital-5341 10 15 procedures procedure NOUN ital-5341 10 16 designed design VERB ital-5341 10 17 specifically specifically ADV ital-5341 10 18 to to PART ital-5341 10 19 identify identify VERB ital-5341 10 20 outliers outlier NOUN ital-5341 10 21 and and CCONJ ital-5341 10 22 reduce reduce VERB ital-5341 10 23 their their PRON ital-5341 10 24 impact impact NOUN ital-5341 10 25 on on ADP ital-5341 10 26 the the DET ital-5341 10 27 data datum NOUN ital-5341 10 28 . . PUNCT ital-5341 11 1 outliers outlier NOUN ital-5341 11 2 are be AUX ital-5341 11 3 abnormal abnormal ADJ ital-5341 11 4 values value NOUN ital-5341 11 5 that that PRON ital-5341 11 6 result result VERB ital-5341 11 7 in in ADP ital-5341 11 8 the the DET ital-5341 11 9 corruption corruption NOUN ital-5341 11 10 or or CCONJ ital-5341 11 11 contamination contamination NOUN ital-5341 11 12 of of ADP ital-5341 11 13 data datum NOUN ital-5341 11 14 by by ADP ital-5341 11 15 artificially artificially ADV ital-5341 11 16 increasing increase VERB ital-5341 11 17 or or CCONJ ital-5341 11 18 reducing reduce VERB ital-5341 11 19 average average ADJ ital-5341 11 20 values.1 values.1 NOUN ital-5341 11 21 an an DET ital-5341 11 22 outlier outlier NOUN ital-5341 11 23 can can AUX ital-5341 11 24 thus thus ADV ital-5341 11 25 be be AUX ital-5341 11 26 defined define VERB ital-5341 11 27 as as ADP ital-5341 11 28 a a DET ital-5341 11 29 value value NOUN ital-5341 11 30 that that PRON ital-5341 11 31 appears appear VERB ital-5341 11 32 to to PART ital-5341 11 33 greatly greatly ADV ital-5341 11 34 deviate deviate VERB ital-5341 11 35 from from ADP ital-5341 11 36 all all DET ital-5341 11 37 other other ADJ ital-5341 11 38 values value NOUN ital-5341 11 39 in in ADP ital-5341 11 40 the the DET ital-5341 11 41 sample,2 sample,2 PROPN ital-5341 11 42 as as ADP ital-5341 11 43 an an DET ital-5341 11 44 observation observation NOUN ital-5341 11 45 that that PRON ital-5341 11 46 seems seem VERB ital-5341 11 47 to to PART ital-5341 11 48 be be AUX ital-5341 11 49 inconsistent inconsistent ADJ ital-5341 11 50 with with ADP ital-5341 11 51 the the DET ital-5341 11 52 rest rest NOUN ital-5341 11 53 of of ADP ital-5341 11 54 the the DET ital-5341 11 55 dataset,3 dataset,3 NOUN ital-5341 11 56 or or CCONJ ital-5341 11 57 as as ADP ital-5341 11 58 a a DET ital-5341 11 59 very very ADV ital-5341 11 60 extreme extreme ADJ ital-5341 11 61 observation observation NOUN ital-5341 11 62 requiring require VERB ital-5341 11 63 special special ADJ ital-5341 11 64 attention attention NOUN ital-5341 11 65 because because SCONJ ital-5341 11 66 of of ADP ital-5341 11 67 potential potential ADJ ital-5341 11 68 impacts impact NOUN ital-5341 11 69 it it PRON ital-5341 11 70 may may AUX ital-5341 11 71 have have VERB ital-5341 11 72 on on ADP ital-5341 11 73 a a DET ital-5341 11 74 summary summary NOUN ital-5341 11 75 of of ADP ital-5341 11 76 the the DET ital-5341 11 77 data.4 data.4 PROPN ital-5341 11 78 they they PRON ital-5341 11 79 occur occur VERB ital-5341 11 80 frequently frequently ADV ital-5341 11 81 in in ADP ital-5341 11 82 measurement measurement NOUN ital-5341 11 83 data.5 data.5 NOUN ital-5341 11 84 the the DET ital-5341 11 85 presence presence NOUN ital-5341 11 86 of of ADP ital-5341 11 87 outliers outlier NOUN ital-5341 11 88 in in ADP ital-5341 11 89 usage usage NOUN ital-5341 11 90 data datum NOUN ital-5341 11 91 can can AUX ital-5341 11 92 significantly significantly ADV ital-5341 11 93 and and CCONJ ital-5341 11 94 negatively negatively ADV ital-5341 11 95 impact impact VERB ital-5341 11 96 libraries library NOUN ital-5341 11 97 . . PUNCT ital-5341 12 1 for for ADP ital-5341 12 2 libraries library NOUN ital-5341 12 3 having have VERB ital-5341 12 4 e e ADJ ital-5341 12 5 - - ADJ ital-5341 12 6 resource resource ADJ ital-5341 12 7 subscription subscription NOUN ital-5341 12 8 pricing pricing NOUN ital-5341 12 9 based base VERB ital-5341 12 10 on on ADP ital-5341 12 11 usage usage NOUN ital-5341 12 12 statistics statistic NOUN ital-5341 12 13 , , PUNCT ital-5341 12 14 the the DET ital-5341 12 15 presence presence NOUN ital-5341 12 16 of of ADP ital-5341 12 17 outliers outlier NOUN ital-5341 12 18 can can AUX ital-5341 12 19 contribute contribute VERB ital-5341 12 20 to to ADP ital-5341 12 21 unwarranted unwarranted ADJ ital-5341 12 22 increases increase NOUN ital-5341 12 23 in in ADP ital-5341 12 24 subscription subscription NOUN ital-5341 12 25 rates rate NOUN ital-5341 12 26 . . PUNCT ital-5341 13 1 for for ADP ital-5341 13 2 libraries library NOUN ital-5341 13 3 that that PRON ital-5341 13 4 integrate integrate VERB ital-5341 13 5 eresource eresource ADJ ital-5341 13 6 usage usage NOUN ital-5341 13 7 statistics statistic NOUN ital-5341 13 8 into into ADP ital-5341 13 9 their their PRON ital-5341 13 10 collection collection NOUN ital-5341 13 11 development development NOUN ital-5341 13 12 and and CCONJ ital-5341 13 13 management management NOUN ital-5341 13 14 practices practice NOUN ital-5341 13 15 , , PUNCT ital-5341 13 16 the the DET ital-5341 13 17 presence presence NOUN ital-5341 13 18 of of ADP ital-5341 13 19 outliers outlier NOUN ital-5341 13 20 can can AUX ital-5341 13 21 affect affect VERB ital-5341 13 22 decisions decision NOUN ital-5341 13 23 on on ADP ital-5341 13 24 purchase purchase NOUN ital-5341 13 25 , , PUNCT ital-5341 13 26 retention retention NOUN ital-5341 13 27 , , PUNCT ital-5341 13 28 or or CCONJ ital-5341 13 29 elimination elimination NOUN ital-5341 13 30 of of ADP ital-5341 13 31 particular particular ADJ ital-5341 13 32 eresources eresource NOUN ital-5341 13 33 . . PUNCT ital-5341 14 1 evaluators evaluator NOUN ital-5341 14 2 can can AUX ital-5341 14 3 be be AUX ital-5341 14 4 fooled fool VERB ital-5341 14 5 into into ADP ital-5341 14 6 thinking think VERB ital-5341 14 7 that that SCONJ ital-5341 14 8 a a DET ital-5341 14 9 particular particular ADJ ital-5341 14 10 e e NOUN ital-5341 14 11 - - NOUN ital-5341 14 12 resource resource NOUN ital-5341 14 13 is be AUX ital-5341 14 14 heavily heavily ADV ital-5341 14 15 used use VERB ital-5341 14 16 and and CCONJ ital-5341 14 17 must must AUX ital-5341 14 18 be be AUX ital-5341 14 19 kept keep VERB ital-5341 14 20 . . PUNCT ital-5341 15 1 further far ADV ital-5341 15 2 , , PUNCT ital-5341 15 3 the the DET ital-5341 15 4 presence presence NOUN ital-5341 15 5 of of ADP ital-5341 15 6 extreme extreme ADJ ital-5341 15 7 outliers outlier NOUN ital-5341 15 8 is be AUX ital-5341 15 9 often often ADV ital-5341 15 10 the the DET ital-5341 15 11 result result NOUN ital-5341 15 12 of of ADP ital-5341 15 13 a a DET ital-5341 15 14 malicious malicious ADJ ital-5341 15 15 system system NOUN ital-5341 15 16 alain alain NOUN ital-5341 15 17 r. r. PROPN ital-5341 15 18 lamothe lamothe PROPN ital-5341 15 19 ( ( PUNCT ital-5341 15 20 alomothe@laurentian.ca alomothe@laurentian.ca PROPN ital-5341 15 21 ) ) PUNCT ital-5341 15 22 is be AUX ital-5341 15 23 associate associate ADJ ital-5341 15 24 librarian librarian PROPN ital-5341 15 25 , , PUNCT ital-5341 15 26 department department NOUN ital-5341 15 27 of of ADP ital-5341 15 28 library library PROPN ital-5341 15 29 and and CCONJ ital-5341 15 30 archives archive NOUN ital-5341 15 31 , , PUNCT ital-5341 15 32 laurentian laurentian ADJ ital-5341 15 33 university university PROPN ital-5341 15 34 , , PUNCT ital-5341 15 35 sudbury sudbury PROPN ital-5341 15 36 , , PUNCT ital-5341 15 37 ontario ontario PROPN ital-5341 15 38 , , PUNCT ital-5341 15 39 canada canada PROPN ital-5341 15 40 . . PUNCT ital-5341 16 1 mailto:alomothe@laurentian.ca mailto:alomothe@laurentian.ca PROPN ital-5341 16 2 information information NOUN ital-5341 16 3 technology technology NOUN ital-5341 16 4 and and CCONJ ital-5341 16 5 libraries library NOUN ital-5341 16 6 | | NOUN ital-5341 16 7 june june PROPN ital-5341 16 8 2014 2014 NUM ital-5341 16 9 32 32 NUM ital-5341 16 10 intrusion,6 intrusion,6 NOUN ital-5341 16 11 as as SCONJ ital-5341 16 12 was be AUX ital-5341 16 13 experienced experience VERB ital-5341 16 14 by by ADP ital-5341 16 15 the the DET ital-5341 16 16 j. j. PROPN ital-5341 16 17 n. n. PROPN ital-5341 16 18 desmarais desmarais PROPN ital-5341 16 19 library library PROPN ital-5341 16 20 of of ADP ital-5341 16 21 laurentian laurentian PROPN ital-5341 16 22 university university PROPN ital-5341 16 23 in in ADP ital-5341 16 24 sudbury sudbury PROPN ital-5341 16 25 , , PUNCT ital-5341 16 26 ontario ontario PROPN ital-5341 16 27 , , PUNCT ital-5341 16 28 canada.7 canada.7 PROPN ital-5341 16 29 between between ADP ital-5341 16 30 june june PROPN ital-5341 16 31 2010 2010 NUM ital-5341 16 32 and and CCONJ ital-5341 16 33 may may AUX ital-5341 16 34 2011 2011 NUM ital-5341 16 35 , , PUNCT ital-5341 16 36 e e NOUN ital-5341 16 37 - - ADJ ital-5341 16 38 journal journal ADJ ital-5341 16 39 usage usage NOUN ital-5341 16 40 at at ADP ital-5341 16 41 the the DET ital-5341 16 42 j. j. PROPN ital-5341 16 43 n. n. PROPN ital-5341 16 44 desmarais desmarais PROPN ital-5341 16 45 library library PROPN ital-5341 16 46 spiked spike VERB ital-5341 16 47 after after ADP ital-5341 16 48 a a DET ital-5341 16 49 four four NUM ital-5341 16 50 - - PUNCT ital-5341 16 51 year year NOUN ital-5341 16 52 period period NOUN ital-5341 16 53 of of ADP ital-5341 16 54 stable stable ADJ ital-5341 16 55 annual annual ADJ ital-5341 16 56 usage usage NOUN ital-5341 16 57 levels.8 levels.8 PROPN ital-5341 16 58 between between ADP ital-5341 16 59 2006 2006 NUM ital-5341 16 60 and and CCONJ ital-5341 16 61 2010 2010 NUM ital-5341 16 62 , , PUNCT ital-5341 16 63 the the DET ital-5341 16 64 total total ADJ ital-5341 16 65 number number NOUN ital-5341 16 66 of of ADP ital-5341 16 67 fulltext fulltext ADJ ital-5341 16 68 articles article NOUN ital-5341 16 69 downloaded download VERB ital-5341 16 70 from from ADP ital-5341 16 71 the the DET ital-5341 16 72 library library NOUN ital-5341 16 73 ’s ’s PART ital-5341 16 74 e e PROPN ital-5341 16 75 - - ADJ ital-5341 16 76 journal journal NOUN ital-5341 16 77 collection collection NOUN ital-5341 16 78 ranged range VERB ital-5341 16 79 between between ADP ital-5341 16 80 640,000 640,000 NUM ital-5341 16 81 and and CCONJ ital-5341 16 82 720,000 720,000 NUM ital-5341 16 83 annually annually ADV ital-5341 16 84 , , PUNCT ital-5341 16 85 with with ADP ital-5341 16 86 an an DET ital-5341 16 87 average average NOUN ital-5341 16 88 of of ADP ital-5341 16 89 700,000 700,000 NUM ital-5341 16 90 articles article NOUN ital-5341 16 91 downloaded download VERB ital-5341 16 92 per per ADP ital-5341 16 93 year year NOUN ital-5341 16 94 . . PUNCT ital-5341 17 1 but but CCONJ ital-5341 17 2 in in ADP ital-5341 17 3 2010 2010 NUM ital-5341 17 4 that that PRON ital-5341 17 5 number number NOUN ital-5341 17 6 dramatically dramatically ADV ital-5341 17 7 increased increase VERB ital-5341 17 8 to to ADP ital-5341 17 9 more more ADJ ital-5341 17 10 than than ADP ital-5341 17 11 857,000 857,000 NUM ital-5341 17 12 full full ADJ ital-5341 17 13 - - PUNCT ital-5341 17 14 text text NOUN ital-5341 17 15 articles article NOUN ital-5341 17 16 downloaded download VERB ital-5341 17 17 . . PUNCT ital-5341 18 1 this this PRON ital-5341 18 2 was be AUX ital-5341 18 3 followed follow VERB ital-5341 18 4 by by ADP ital-5341 18 5 an an DET ital-5341 18 6 additional additional ADJ ital-5341 18 7 870,000 870,000 NUM ital-5341 18 8 full full ADJ ital-5341 18 9 - - PUNCT ital-5341 18 10 text text NOUN ital-5341 18 11 articles article NOUN ital-5341 18 12 downloaded download VERB ital-5341 18 13 in in ADP ital-5341 18 14 2011 2011 NUM ital-5341 18 15 . . PUNCT ital-5341 19 1 then then ADV ital-5341 19 2 , , PUNCT ital-5341 19 3 as as ADV ital-5341 19 4 suddenly suddenly ADV ital-5341 19 5 and and CCONJ ital-5341 19 6 inexplicably inexplicably ADV ital-5341 19 7 as as SCONJ ital-5341 19 8 the the DET ital-5341 19 9 increase increase NOUN ital-5341 19 10 had have AUX ital-5341 19 11 occurred occur VERB ital-5341 19 12 , , PUNCT ital-5341 19 13 usage usage NOUN ital-5341 19 14 levels level NOUN ital-5341 19 15 returned return VERB ital-5341 19 16 to to ADP ital-5341 19 17 the the DET ital-5341 19 18 same same ADJ ital-5341 19 19 quantities quantity NOUN ital-5341 19 20 recorded record VERB ital-5341 19 21 in in ADP ital-5341 19 22 the the DET ital-5341 19 23 years year NOUN ital-5341 19 24 prior prior ADV ital-5341 19 25 to to ADP ital-5341 19 26 2010 2010 NUM ital-5341 19 27 . . PUNCT ital-5341 20 1 a a DET ital-5341 20 2 total total NOUN ital-5341 20 3 of of ADP ital-5341 20 4 716,000 716,000 NUM ital-5341 20 5 full full ADJ ital-5341 20 6 - - PUNCT ital-5341 20 7 text text NOUN ital-5341 20 8 articles article NOUN ital-5341 20 9 were be AUX ital-5341 20 10 downloaded download VERB ital-5341 20 11 in in ADP ital-5341 20 12 2012 2012 NUM ital-5341 20 13 . . PUNCT ital-5341 21 1 during during ADP ital-5341 21 2 this this DET ital-5341 21 3 period period NOUN ital-5341 21 4 of of ADP ital-5341 21 5 spiking spike VERB ital-5341 21 6 usage usage NOUN ital-5341 21 7 the the DET ital-5341 21 8 library library NOUN ital-5341 21 9 received receive VERB ital-5341 21 10 notifications notification NOUN ital-5341 21 11 and and CCONJ ital-5341 21 12 warnings warning NOUN ital-5341 21 13 from from ADP ital-5341 21 14 certain certain ADJ ital-5341 21 15 ejournal ejournal ADJ ital-5341 21 16 vendors vendor NOUN ital-5341 21 17 of of ADP ital-5341 21 18 abnormally abnormally ADV ital-5341 21 19 large large ADJ ital-5341 21 20 numbers number NOUN ital-5341 21 21 of of ADP ital-5341 21 22 full full ADJ ital-5341 21 23 - - PUNCT ital-5341 21 24 text text NOUN ital-5341 21 25 articles article NOUN ital-5341 21 26 being be AUX ital-5341 21 27 downloaded download VERB ital-5341 21 28 over over ADP ital-5341 21 29 a a DET ital-5341 21 30 relatively relatively ADV ital-5341 21 31 short short ADJ ital-5341 21 32 period period NOUN ital-5341 21 33 of of ADP ital-5341 21 34 time time NOUN ital-5341 21 35 from from ADP ital-5341 21 36 the the DET ital-5341 21 37 laurentian laurentian ADJ ital-5341 21 38 university university PROPN ital-5341 21 39 ezproxy ezproxy PROPN ital-5341 21 40 server server PROPN ital-5341 21 41 ’s ’s PART ital-5341 21 42 ip ip NOUN ital-5341 21 43 address address NOUN ital-5341 21 44 . . PUNCT ital-5341 22 1 this this DET ital-5341 22 2 level level NOUN ital-5341 22 3 of of ADP ital-5341 22 4 usage usage NOUN ital-5341 22 5 was be AUX ital-5341 22 6 a a DET ital-5341 22 7 breach breach NOUN ital-5341 22 8 of of ADP ital-5341 22 9 license license NOUN ital-5341 22 10 agreements agreement NOUN ital-5341 22 11 . . PUNCT ital-5341 23 1 these these DET ital-5341 23 2 vendors vendor NOUN ital-5341 23 3 then then ADV ital-5341 23 4 proceeded proceed VERB ital-5341 23 5 to to PART ital-5341 23 6 temporarily temporarily ADV ital-5341 23 7 block block VERB ital-5341 23 8 laurentian laurentian ADJ ital-5341 23 9 university university PROPN ital-5341 23 10 ’s ’s PART ital-5341 23 11 ezproxy ezproxy ADJ ital-5341 23 12 access access NOUN ital-5341 23 13 until until SCONJ ital-5341 23 14 they they PRON ital-5341 23 15 obtained obtain VERB ital-5341 23 16 assurances assurance NOUN ital-5341 23 17 from from ADP ital-5341 23 18 the the DET ital-5341 23 19 university university NOUN ital-5341 23 20 that that SCONJ ital-5341 23 21 the the DET ital-5341 23 22 offending offend VERB ital-5341 23 23 accounts account NOUN ital-5341 23 24 were be AUX ital-5341 23 25 no no ADV ital-5341 23 26 longer long ADV ital-5341 23 27 active active ADJ ital-5341 23 28 . . PUNCT ital-5341 24 1 this this DET ital-5341 24 2 action action NOUN ital-5341 24 3 on on ADP ital-5341 24 4 the the DET ital-5341 24 5 vendors vendor NOUN ital-5341 24 6 ’ ’ PART ital-5341 24 7 part part NOUN ital-5341 24 8 prevented prevent VERB ital-5341 24 9 any any DET ital-5341 24 10 further far ADV ital-5341 24 11 suspected suspect VERB ital-5341 24 12 illegal illegal ADJ ital-5341 24 13 downloading downloading NOUN ital-5341 24 14 from from ADP ital-5341 24 15 occurring occur VERB ital-5341 24 16 but but CCONJ ital-5341 24 17 also also ADV ital-5341 24 18 barred bar VERB ital-5341 24 19 laurentian laurentian ADJ ital-5341 24 20 university university NOUN ital-5341 24 21 students student NOUN ital-5341 24 22 , , PUNCT ital-5341 24 23 staff staff NOUN ital-5341 24 24 , , PUNCT ital-5341 24 25 and and CCONJ ital-5341 24 26 faculty faculty NOUN ital-5341 24 27 from from ADP ital-5341 24 28 authorized authorized ADJ ital-5341 24 29 off off ADP ital-5341 24 30 - - PUNCT ital-5341 24 31 campus campus NOUN ital-5341 24 32 access access NOUN ital-5341 24 33 . . PUNCT ital-5341 25 1 but but CCONJ ital-5341 25 2 not not PART ital-5341 25 3 all all DET ital-5341 25 4 vendors vendor NOUN ital-5341 25 5 operated operate VERB ital-5341 25 6 in in ADP ital-5341 25 7 this this DET ital-5341 25 8 fashion fashion NOUN ital-5341 25 9 and and CCONJ ital-5341 25 10 , , PUNCT ital-5341 25 11 unknown unknown ADJ ital-5341 25 12 to to ADP ital-5341 25 13 the the DET ital-5341 25 14 library library NOUN ital-5341 25 15 at at ADP ital-5341 25 16 the the DET ital-5341 25 17 time time NOUN ital-5341 25 18 , , PUNCT ital-5341 25 19 full full ADJ ital-5341 25 20 - - PUNCT ital-5341 25 21 text text NOUN ital-5341 25 22 articles article NOUN ital-5341 25 23 continued continue VERB ital-5341 25 24 to to PART ital-5341 25 25 be be AUX ital-5341 25 26 downloaded download VERB ital-5341 25 27 from from ADP ital-5341 25 28 other other ADJ ital-5341 25 29 vendor vendor NOUN ital-5341 25 30 sites site NOUN ital-5341 25 31 in in ADP ital-5341 25 32 excessive excessive ADJ ital-5341 25 33 amounts amount NOUN ital-5341 25 34 . . PUNCT ital-5341 26 1 either either CCONJ ital-5341 26 2 they they PRON ital-5341 26 3 were be AUX ital-5341 26 4 not not PART ital-5341 26 5 monitoring monitor VERB ital-5341 26 6 excessive excessive ADJ ital-5341 26 7 usage usage NOUN ital-5341 26 8 or or CCONJ ital-5341 26 9 they they PRON ital-5341 26 10 did do AUX ital-5341 26 11 not not PART ital-5341 26 12 have have VERB ital-5341 26 13 the the DET ital-5341 26 14 technical technical ADJ ital-5341 26 15 means mean NOUN ital-5341 26 16 to to PART ital-5341 26 17 do do VERB ital-5341 26 18 so so ADV ital-5341 26 19 . . PUNCT ital-5341 27 1 regardless regardless ADV ital-5341 27 2 , , PUNCT ital-5341 27 3 in in ADP ital-5341 27 4 some some DET ital-5341 27 5 cases case NOUN ital-5341 27 6 certain certain ADJ ital-5341 27 7 e e NOUN ital-5341 27 8 - - ADJ ital-5341 27 9 journal journal NOUN ital-5341 27 10 titles title NOUN ital-5341 27 11 recorded record VERB ital-5341 27 12 downloads download VERB ital-5341 27 13 thousands thousand NOUN ital-5341 27 14 of of ADP ital-5341 27 15 times time NOUN ital-5341 27 16 higher high ADJ ital-5341 27 17 than than ADP ital-5341 27 18 normal normal ADJ ital-5341 27 19 . . PUNCT ital-5341 28 1 in in ADP ital-5341 28 2 some some DET ital-5341 28 3 cases case NOUN ital-5341 28 4 dozens dozen NOUN ital-5341 28 5 of of ADP ital-5341 28 6 articles article NOUN ital-5341 28 7 were be AUX ital-5341 28 8 being be AUX ital-5341 28 9 downloaded download VERB ital-5341 28 10 in in ADP ital-5341 28 11 seconds second NOUN ital-5341 28 12 . . PUNCT ital-5341 29 1 the the DET ital-5341 29 2 situation situation NOUN ital-5341 29 3 continued continue VERB ital-5341 29 4 until until ADP ital-5341 29 5 late late ADJ ital-5341 29 6 spring spring NOUN ital-5341 29 7 2011 2011 NUM ital-5341 29 8 , , PUNCT ital-5341 29 9 at at ADP ital-5341 29 10 which which DET ital-5341 29 11 point point NOUN ital-5341 29 12 it it PRON ital-5341 29 13 was be AUX ital-5341 29 14 discovered discover VERB ital-5341 29 15 that that SCONJ ital-5341 29 16 confidential confidential ADJ ital-5341 29 17 proxy proxy NOUN ital-5341 29 18 account account NOUN ital-5341 29 19 login login NOUN ital-5341 29 20 information information NOUN ital-5341 29 21 had have AUX ital-5341 29 22 been be AUX ital-5341 29 23 posted post VERB ital-5341 29 24 illegally illegally ADV ital-5341 29 25 on on ADP ital-5341 29 26 the the DET ital-5341 29 27 web web NOUN ital-5341 29 28 . . PUNCT ital-5341 30 1 with with SCONJ ital-5341 30 2 the the DET ital-5341 30 3 login login NOUN ital-5341 30 4 information information NOUN ital-5341 30 5 of of ADP ital-5341 30 6 all all DET ital-5341 30 7 compromised compromise VERB ital-5341 30 8 accounts account NOUN ital-5341 30 9 now now ADV ital-5341 30 10 available available ADJ ital-5341 30 11 , , PUNCT ital-5341 30 12 proxy proxy NOUN ital-5341 30 13 managers manager NOUN ital-5341 30 14 were be AUX ital-5341 30 15 able able ADJ ital-5341 30 16 to to PART ital-5341 30 17 block block VERB ital-5341 30 18 their their PRON ital-5341 30 19 access access NOUN ital-5341 30 20 at at ADP ital-5341 30 21 once once ADV ital-5341 30 22 , , PUNCT ital-5341 30 23 thereby thereby ADV ital-5341 30 24 ending end VERB ital-5341 30 25 the the DET ital-5341 30 26 period period NOUN ital-5341 30 27 of of ADP ital-5341 30 28 illegal illegal ADJ ital-5341 30 29 downloading downloading NOUN ital-5341 30 30 of of ADP ital-5341 30 31 laurentian laurentian ADJ ital-5341 30 32 university university PROPN ital-5341 30 33 licensed license VERB ital-5341 30 34 material material NOUN ital-5341 30 35 . . PUNCT ital-5341 31 1 web web NOUN ital-5341 31 2 robots robot NOUN ital-5341 31 3 were be AUX ital-5341 31 4 suspected suspect VERB ital-5341 31 5 to to PART ital-5341 31 6 have have AUX ital-5341 31 7 been be AUX ital-5341 31 8 involved involve VERB ital-5341 31 9 . . PUNCT ital-5341 32 1 web web NOUN ital-5341 32 2 robots robot NOUN ital-5341 32 3 , , PUNCT ital-5341 32 4 also also ADV ital-5341 32 5 referred refer VERB ital-5341 32 6 to to ADP ital-5341 32 7 as as ADP ital-5341 32 8 internet internet NOUN ital-5341 32 9 bots bot NOUN ital-5341 32 10 or or CCONJ ital-5341 32 11 www www NOUN ital-5341 32 12 robots robot NOUN ital-5341 32 13 , , PUNCT ital-5341 32 14 are be AUX ital-5341 32 15 automated automate VERB ital-5341 32 16 software software NOUN ital-5341 32 17 applications application NOUN ital-5341 32 18 that that PRON ital-5341 32 19 run run VERB ital-5341 32 20 tasks task NOUN ital-5341 32 21 on on ADP ital-5341 32 22 the the DET ital-5341 32 23 web web NOUN ital-5341 32 24 much much ADV ital-5341 32 25 as as ADP ital-5341 32 26 search search NOUN ital-5341 32 27 engines engine NOUN ital-5341 32 28 do.9 do.9 VERB ital-5341 32 29 they they PRON ital-5341 32 30 send send VERB ital-5341 32 31 requests request NOUN ital-5341 32 32 to to ADP ital-5341 32 33 web web NOUN ital-5341 32 34 servers server NOUN ital-5341 32 35 to to PART ital-5341 32 36 procure procure VERB ital-5341 32 37 resources.10 resources.10 ADP ital-5341 32 38 some some DET ital-5341 32 39 robots robot NOUN ital-5341 32 40 are be AUX ital-5341 32 41 developed develop VERB ital-5341 32 42 with with ADP ital-5341 32 43 malicious malicious ADJ ital-5341 32 44 intent intent NOUN ital-5341 32 45 and and CCONJ ital-5341 32 46 are be AUX ital-5341 32 47 designed design VERB ital-5341 32 48 to to PART ital-5341 32 49 download download VERB ital-5341 32 50 entire entire ADJ ital-5341 32 51 websites website NOUN ital-5341 32 52 for for ADP ital-5341 32 53 the the DET ital-5341 32 54 purpose purpose NOUN ital-5341 32 55 of of ADP ital-5341 32 56 copying copy VERB ital-5341 32 57 the the DET ital-5341 32 58 site,11 site,11 NOUN ital-5341 32 59 for for ADP ital-5341 32 60 autonomous autonomous ADJ ital-5341 32 61 logins login NOUN ital-5341 32 62 to to PART ital-5341 32 63 send send VERB ital-5341 32 64 spam,12 spam,12 NOUN ital-5341 32 65 or or CCONJ ital-5341 32 66 for for ADP ital-5341 32 67 autonomous autonomous ADJ ital-5341 32 68 logins login NOUN ital-5341 32 69 to to PART ital-5341 32 70 steal steal VERB ital-5341 32 71 confidential confidential ADJ ital-5341 32 72 or or CCONJ ital-5341 32 73 copyright copyright NOUN ital-5341 32 74 protected protect VERB ital-5341 32 75 material.13 material.13 NOUN ital-5341 32 76 web web NOUN ital-5341 32 77 robots robot NOUN ital-5341 32 78 specifically specifically ADV ital-5341 32 79 designed design VERB ital-5341 32 80 for for ADP ital-5341 32 81 the the DET ital-5341 32 82 illegal illegal ADJ ital-5341 32 83 procurement procurement NOUN ital-5341 32 84 of of ADP ital-5341 32 85 copyright copyright NOUN ital-5341 32 86 protected protect VERB ital-5341 32 87 content content NOUN ital-5341 32 88 are be AUX ital-5341 32 89 obviously obviously ADV ital-5341 32 90 of of ADP ital-5341 32 91 particular particular ADJ ital-5341 32 92 concern concern NOUN ital-5341 32 93 for for ADP ital-5341 32 94 libraries library NOUN ital-5341 32 95 . . PUNCT ital-5341 33 1 unlawful unlawful ADJ ital-5341 33 2 downloading downloading NOUN ital-5341 33 3 of of ADP ital-5341 33 4 full full ADJ ital-5341 33 5 - - PUNCT ital-5341 33 6 text text NOUN ital-5341 33 7 content content NOUN ital-5341 33 8 occurs occur VERB ital-5341 33 9 for for ADP ital-5341 33 10 many many ADJ ital-5341 33 11 reasons reason NOUN ital-5341 33 12 . . PUNCT ital-5341 34 1 studies study NOUN ital-5341 34 2 have have AUX ital-5341 34 3 clearly clearly ADV ital-5341 34 4 demonstrated demonstrate VERB ital-5341 34 5 that that SCONJ ital-5341 34 6 excessively excessively ADV ital-5341 34 7 high high ADJ ital-5341 34 8 prices price NOUN ital-5341 34 9 of of ADP ital-5341 34 10 digital digital ADJ ital-5341 34 11 content content NOUN ital-5341 34 12 is be AUX ital-5341 34 13 a a DET ital-5341 34 14 major major ADJ ital-5341 34 15 drive drive NOUN ital-5341 34 16 for for ADP ital-5341 34 17 illegal illegal ADJ ital-5341 34 18 downloads.14 downloads.14 NOUN ital-5341 34 19 misunderstanding misunderstanding NOUN ital-5341 34 20 and and CCONJ ital-5341 34 21 misinterpretation misinterpretation NOUN ital-5341 34 22 of of ADP ital-5341 34 23 copyright copyright NOUN ital-5341 34 24 laws law NOUN ital-5341 34 25 in in ADP ital-5341 34 26 addition addition NOUN ital-5341 34 27 to to ADP ital-5341 34 28 the the DET ital-5341 34 29 importance importance NOUN ital-5341 34 30 of of ADP ital-5341 34 31 identifying identify VERB ital-5341 34 32 and and CCONJ ital-5341 34 33 accommodating accommodate VERB ital-5341 34 34 e e NOUN ital-5341 34 35 - - NOUN ital-5341 34 36 resources resource NOUN ital-5341 34 37 usage usage NOUN ital-5341 34 38 data datum NOUN ital-5341 34 39 for for ADP ital-5341 34 40 the the DET ital-5341 34 41 presence presence NOUN ital-5341 34 42 of of ADP ital-5341 34 43 outliers outlier NOUN ital-5341 34 44 | | VERB ital-5341 35 1 lamothe lamothe DET ital-5341 35 2 33 33 NUM ital-5341 35 3 unfamiliarity unfamiliarity NOUN ital-5341 35 4 with with ADP ital-5341 35 5 and and CCONJ ital-5341 35 6 general general ADJ ital-5341 35 7 apathy apathy NOUN ital-5341 35 8 toward toward ADP ital-5341 35 9 these these DET ital-5341 35 10 same same ADJ ital-5341 35 11 copyright copyright NOUN ital-5341 35 12 laws law NOUN ital-5341 35 13 further far ADV ital-5341 35 14 contribute contribute VERB ital-5341 35 15 to to ADP ital-5341 35 16 unlawful unlawful ADJ ital-5341 35 17 downloading downloading NOUN ital-5341 35 18 of of ADP ital-5341 35 19 protected protect VERB ital-5341 35 20 material.15 material.15 NOUN ital-5341 35 21 many many ADJ ital-5341 35 22 students student NOUN ital-5341 35 23 are be AUX ital-5341 35 24 unaware unaware ADJ ital-5341 35 25 that that SCONJ ital-5341 35 26 the the DET ital-5341 35 27 transmission transmission NOUN ital-5341 35 28 of of ADP ital-5341 35 29 downloaded download VERB ital-5341 35 30 articles article NOUN ital-5341 35 31 violates violate VERB ital-5341 35 32 copyright copyright NOUN ital-5341 35 33 laws law NOUN ital-5341 35 34 and and CCONJ ital-5341 35 35 license license NOUN ital-5341 35 36 agreements agreement NOUN ital-5341 35 37 and and CCONJ ital-5341 35 38 often often ADV ital-5341 35 39 misunderstand misunderstand VERB ital-5341 35 40 the the DET ital-5341 35 41 fair fair ADJ ital-5341 35 42 use use NOUN ital-5341 35 43 aspect aspect NOUN ital-5341 35 44 of of ADP ital-5341 35 45 copyright copyright NOUN ital-5341 35 46 as as ADP ital-5341 35 47 meaning mean VERB ital-5341 35 48 that that SCONJ ital-5341 35 49 the the DET ital-5341 35 50 acquisition acquisition NOUN ital-5341 35 51 and and CCONJ ital-5341 35 52 distribution distribution NOUN ital-5341 35 53 of of ADP ital-5341 35 54 licensed licensed ADJ ital-5341 35 55 content content NOUN ital-5341 35 56 for for ADP ital-5341 35 57 the the DET ital-5341 35 58 purpose purpose NOUN ital-5341 35 59 of of ADP ital-5341 35 60 education education NOUN ital-5341 35 61 is be AUX ital-5341 35 62 allowed.16 allowed.16 PROPN ital-5341 35 63 in in ADP ital-5341 35 64 the the DET ital-5341 35 65 minds mind NOUN ital-5341 35 66 of of ADP ital-5341 35 67 these these DET ital-5341 35 68 students student NOUN ital-5341 35 69 , , PUNCT ital-5341 35 70 distribution distribution NOUN ital-5341 35 71 is be AUX ital-5341 35 72 permitted permit VERB ital-5341 35 73 provided provide VERB ital-5341 35 74 it it PRON ital-5341 35 75 is be AUX ital-5341 35 76 not not PART ital-5341 35 77 for for ADP ital-5341 35 78 profit profit NOUN ital-5341 35 79 . . PUNCT ital-5341 36 1 librarians librarian NOUN ital-5341 36 2 have have AUX ital-5341 36 3 also also ADV ital-5341 36 4 reported report VERB ital-5341 36 5 students student NOUN ital-5341 36 6 systematically systematically ADV ital-5341 36 7 downloading download VERB ital-5341 36 8 all all DET ital-5341 36 9 articles article NOUN ital-5341 36 10 from from ADP ital-5341 36 11 recent recent ADJ ital-5341 36 12 journal journal NOUN ital-5341 36 13 issues issue NOUN ital-5341 36 14 not not PART ital-5341 36 15 for for ADP ital-5341 36 16 the the DET ital-5341 36 17 purpose purpose NOUN ital-5341 36 18 of of ADP ital-5341 36 19 distribution distribution NOUN ital-5341 36 20 or or CCONJ ital-5341 36 21 sale sale NOUN ital-5341 36 22 but but CCONJ ital-5341 36 23 rather rather ADV ital-5341 36 24 to to PART ital-5341 36 25 build build VERB ital-5341 36 26 their their PRON ital-5341 36 27 own own ADJ ital-5341 36 28 personal personal ADJ ital-5341 36 29 collection.17 collection.17 NOUN ital-5341 36 30 they they PRON ital-5341 36 31 are be AUX ital-5341 36 32 more more ADV ital-5341 36 33 concerned concerned ADJ ital-5341 36 34 with with ADP ital-5341 36 35 obtaining obtain VERB ital-5341 36 36 resources resource NOUN ital-5341 36 37 quickly quickly ADV ital-5341 36 38 and and CCONJ ital-5341 36 39 completely completely ADV ital-5341 36 40 rather rather ADV ital-5341 36 41 than than ADP ital-5341 36 42 legally.18 legally.18 NOUN ital-5341 36 43 aggravating aggravate VERB ital-5341 36 44 the the DET ital-5341 36 45 situation situation NOUN ital-5341 36 46 are be AUX ital-5341 36 47 students student NOUN ital-5341 36 48 who who PRON ital-5341 36 49 firmly firmly ADV ital-5341 36 50 believe believe VERB ital-5341 36 51 that that SCONJ ital-5341 36 52 by by ADP ital-5341 36 53 paying pay VERB ital-5341 36 54 tuition tuition NOUN ital-5341 36 55 they they PRON ital-5341 36 56 have have VERB ital-5341 36 57 permission permission NOUN ital-5341 36 58 to to PART ital-5341 36 59 do do AUX ital-5341 36 60 whatever whatever PRON ital-5341 36 61 they they PRON ital-5341 36 62 wish wish VERB ital-5341 36 63 with with ADP ital-5341 36 64 their their PRON ital-5341 36 65 institutions institution NOUN ital-5341 36 66 ’ ' PUNCT ital-5341 36 67 e e NOUN ital-5341 36 68 - - PUNCT ital-5341 36 69 resources.19 resources.19 VERB ital-5341 36 70 some some PRON ital-5341 36 71 of of ADP ital-5341 36 72 these these DET ital-5341 36 73 same same ADJ ital-5341 36 74 students student NOUN ital-5341 36 75 even even ADV ital-5341 36 76 use use VERB ital-5341 36 77 web web NOUN ital-5341 36 78 robots robot NOUN ital-5341 36 79 to to PART ital-5341 36 80 download download VERB ital-5341 36 81 as as ADV ital-5341 36 82 much much ADV ital-5341 36 83 as as ADP ital-5341 36 84 possible possible ADJ ital-5341 36 85 thereby thereby ADV ital-5341 36 86 saving save VERB ital-5341 36 87 them they PRON ital-5341 36 88 time time NOUN ital-5341 36 89 and and CCONJ ital-5341 36 90 energy.20 energy.20 NOUN ital-5341 36 91 they they PRON ital-5341 36 92 consider consider VERB ital-5341 36 93 the the DET ital-5341 36 94 downloaded download VERB ital-5341 36 95 item item NOUN ital-5341 36 96 as as ADP ital-5341 36 97 their their PRON ital-5341 36 98 personal personal ADJ ital-5341 36 99 property property NOUN ital-5341 36 100 . . PUNCT ital-5341 37 1 in in ADP ital-5341 37 2 fact fact NOUN ital-5341 37 3 , , PUNCT ital-5341 37 4 calluzzo calluzzo PROPN ital-5341 37 5 and and CCONJ ital-5341 37 6 cante cante PROPN ital-5341 37 7 found find VERB ital-5341 37 8 that that SCONJ ital-5341 37 9 students student NOUN ital-5341 37 10 displayed display VERB ital-5341 37 11 an an DET ital-5341 37 12 ethical ethical ADJ ital-5341 37 13 sense sense NOUN ital-5341 37 14 to to ADP ital-5341 37 15 personal personal ADJ ital-5341 37 16 property property NOUN ital-5341 37 17 but but CCONJ ital-5341 37 18 became become VERB ital-5341 37 19 neutral neutral ADJ ital-5341 37 20 if if SCONJ ital-5341 37 21 the the DET ital-5341 37 22 property property NOUN ital-5341 37 23 belonged belong VERB ital-5341 37 24 to to ADP ital-5341 37 25 an an DET ital-5341 37 26 enterprise.21 enterprise.21 NOUN ital-5341 37 27 and and CCONJ ital-5341 37 28 solomon solomon NOUN ital-5341 37 29 and and CCONJ ital-5341 37 30 o’brien o’brien PROPN ital-5341 37 31 found find VERB ital-5341 37 32 that that SCONJ ital-5341 37 33 71 71 NUM ital-5341 37 34 percent percent NOUN ital-5341 37 35 of of ADP ital-5341 37 36 students student NOUN ital-5341 37 37 believed believe VERB ital-5341 37 38 illegal illegal ADJ ital-5341 37 39 copying copying NOUN ital-5341 37 40 to to PART ital-5341 37 41 be be AUX ital-5341 37 42 a a DET ital-5341 37 43 socially socially ADV ital-5341 37 44 and and CCONJ ital-5341 37 45 ethically ethically ADV ital-5341 37 46 acceptable acceptable ADJ ital-5341 37 47 behavior.22 behavior.22 X ital-5341 37 48 the the DET ital-5341 37 49 j. j. PROPN ital-5341 37 50 n. n. PROPN ital-5341 37 51 desmarais desmarais PROPN ital-5341 37 52 library library PROPN ital-5341 37 53 integrates integrate VERB ital-5341 37 54 e e NOUN ital-5341 37 55 - - ADJ ital-5341 37 56 resource resource ADJ ital-5341 37 57 usage usage NOUN ital-5341 37 58 into into ADP ital-5341 37 59 its its PRON ital-5341 37 60 collection collection NOUN ital-5341 37 61 development development NOUN ital-5341 37 62 policy policy NOUN ital-5341 37 63 . . PUNCT ital-5341 38 1 as as SCONJ ital-5341 38 2 stated state VERB ital-5341 38 3 in in ADP ital-5341 38 4 the the DET ital-5341 38 5 library library PROPN ital-5341 38 6 ’s ’s PART ital-5341 38 7 collection collection NOUN ital-5341 38 8 development development NOUN ital-5341 38 9 policy policy NOUN ital-5341 38 10 , , PUNCT ital-5341 38 11 “ " PUNCT ital-5341 38 12 if if SCONJ ital-5341 38 13 the the DET ital-5341 38 14 cost cost NOUN ital-5341 38 15 - - PUNCT ital-5341 38 16 per per ADP ital-5341 38 17 - - PUNCT ital-5341 38 18 use use NOUN ital-5341 38 19 of of ADP ital-5341 38 20 an an DET ital-5341 38 21 online online ADJ ital-5341 38 22 resource resource NOUN ital-5341 38 23 is be AUX ital-5341 38 24 greater great ADJ ital-5341 38 25 than than ADP ital-5341 38 26 the the DET ital-5341 38 27 cost cost NOUN ital-5341 38 28 of of ADP ital-5341 38 29 an an DET ital-5341 38 30 interlibrary interlibrary ADJ ital-5341 38 31 loan loan NOUN ital-5341 38 32 for for ADP ital-5341 38 33 three three NUM ital-5341 38 34 consecutive consecutive ADJ ital-5341 38 35 years year NOUN ital-5341 38 36 , , PUNCT ital-5341 38 37 this this DET ital-5341 38 38 resource resource NOUN ital-5341 38 39 will will AUX ital-5341 38 40 be be AUX ital-5341 38 41 reviewed review VERB ital-5341 38 42 for for ADP ital-5341 38 43 cancellation cancellation NOUN ital-5341 38 44 . . PUNCT ital-5341 39 1 ”23 ”23 ADV ital-5341 39 2 in in ADP ital-5341 39 3 fact fact NOUN ital-5341 39 4 , , PUNCT ital-5341 39 5 this this DET ital-5341 39 6 practice practice NOUN ital-5341 39 7 has have AUX ital-5341 39 8 been be AUX ital-5341 39 9 enforced enforce VERB ital-5341 39 10 for for ADP ital-5341 39 11 the the DET ital-5341 39 12 past past ADJ ital-5341 39 13 several several ADJ ital-5341 39 14 years year NOUN ital-5341 39 15 and and CCONJ ital-5341 39 16 has have AUX ital-5341 39 17 saved save VERB ital-5341 39 18 the the DET ital-5341 39 19 library library NOUN ital-5341 39 20 a a DET ital-5341 39 21 considerable considerable ADJ ital-5341 39 22 sum sum NOUN ital-5341 39 23 of of ADP ital-5341 39 24 money.24 money.24 NOUN ital-5341 39 25 for for ADP ital-5341 39 26 this this DET ital-5341 39 27 reason reason NOUN ital-5341 39 28 , , PUNCT ital-5341 39 29 it it PRON ital-5341 39 30 is be AUX ital-5341 39 31 extremely extremely ADV ital-5341 39 32 important important ADJ ital-5341 39 33 not not PART ital-5341 39 34 to to PART ital-5341 39 35 assume assume VERB ital-5341 39 36 the the DET ital-5341 39 37 accuracy accuracy NOUN ital-5341 39 38 of of ADP ital-5341 39 39 usage usage NOUN ital-5341 39 40 values value NOUN ital-5341 39 41 without without ADP ital-5341 39 42 carefully carefully ADV ital-5341 39 43 examining examine VERB ital-5341 39 44 the the DET ital-5341 39 45 data datum NOUN ital-5341 39 46 . . PUNCT ital-5341 40 1 the the DET ital-5341 40 2 artificial artificial ADJ ital-5341 40 3 inflation inflation NOUN ital-5341 40 4 of of ADP ital-5341 40 5 usage usage NOUN ital-5341 40 6 numbers number NOUN ital-5341 40 7 could could AUX ital-5341 40 8 substantially substantially ADV ital-5341 40 9 cost cost VERB ital-5341 40 10 the the DET ital-5341 40 11 library library NOUN ital-5341 40 12 if if SCONJ ital-5341 40 13 it it PRON ital-5341 40 14 was be AUX ital-5341 40 15 believed believe VERB ital-5341 40 16 that that SCONJ ital-5341 40 17 an an DET ital-5341 40 18 e e NOUN ital-5341 40 19 - - NOUN ital-5341 40 20 resource resource NOUN ital-5341 40 21 was be AUX ital-5341 40 22 beginning begin VERB ital-5341 40 23 to to PART ital-5341 40 24 experience experience VERB ital-5341 40 25 an an DET ital-5341 40 26 improvement improvement NOUN ital-5341 40 27 in in ADP ital-5341 40 28 usage usage NOUN ital-5341 40 29 when when SCONJ ital-5341 40 30 , , PUNCT ital-5341 40 31 in in ADP ital-5341 40 32 actuality actuality NOUN ital-5341 40 33 , , PUNCT ital-5341 40 34 it it PRON ital-5341 40 35 was be AUX ital-5341 40 36 not not PART ital-5341 40 37 the the DET ital-5341 40 38 case case NOUN ital-5341 40 39 . . PUNCT ital-5341 41 1 the the DET ital-5341 41 2 decision decision NOUN ital-5341 41 3 to to PART ital-5341 41 4 keep keep VERB ital-5341 41 5 this this DET ital-5341 41 6 resource resource NOUN ital-5341 41 7 could could AUX ital-5341 41 8 cost cost VERB ital-5341 41 9 the the DET ital-5341 41 10 library library NOUN ital-5341 41 11 tens ten NOUN ital-5341 41 12 of of ADP ital-5341 41 13 thousands thousand NOUN ital-5341 41 14 of of ADP ital-5341 41 15 dollars dollar NOUN ital-5341 41 16 before before SCONJ ital-5341 41 17 it it PRON ital-5341 41 18 was be AUX ital-5341 41 19 realized realize VERB ital-5341 41 20 that that SCONJ ital-5341 41 21 the the DET ital-5341 41 22 high high ADJ ital-5341 41 23 number number NOUN ital-5341 41 24 of of ADP ital-5341 41 25 searches search NOUN ital-5341 41 26 or or CCONJ ital-5341 41 27 downloads download NOUN ital-5341 41 28 recorded record VERB ital-5341 41 29 were be AUX ital-5341 41 30 not not PART ital-5341 41 31 reflective reflective ADJ ital-5341 41 32 of of ADP ital-5341 41 33 actual actual ADJ ital-5341 41 34 usage usage NOUN ital-5341 41 35 but but CCONJ ital-5341 41 36 were be AUX ital-5341 41 37 rather rather ADV ital-5341 41 38 the the DET ital-5341 41 39 result result NOUN ital-5341 41 40 of of ADP ital-5341 41 41 data data NOUN ital-5341 41 42 recording recording NOUN ital-5341 41 43 errors error NOUN ital-5341 41 44 or or CCONJ ital-5341 41 45 illegal illegal ADJ ital-5341 41 46 activity activity NOUN ital-5341 41 47 . . PUNCT ital-5341 42 1 regrettably regrettably ADV ital-5341 42 2 , , PUNCT ital-5341 42 3 libraries library NOUN ital-5341 42 4 will will AUX ital-5341 42 5 continue continue VERB ital-5341 42 6 to to PART ital-5341 42 7 deal deal VERB ital-5341 42 8 with with ADP ital-5341 42 9 the the DET ital-5341 42 10 consequences consequence NOUN ital-5341 42 11 of of ADP ital-5341 42 12 copyright copyright NOUN ital-5341 42 13 infringement infringement NOUN ital-5341 42 14 , , PUNCT ital-5341 42 15 even even ADV ital-5341 42 16 if if SCONJ ital-5341 42 17 the the DET ital-5341 42 18 library library NOUN ital-5341 42 19 itself itself PRON ital-5341 42 20 is be AUX ital-5341 42 21 not not PART ital-5341 42 22 at at ADP ital-5341 42 23 fault fault NOUN ital-5341 42 24 . . PUNCT ital-5341 43 1 it it PRON ital-5341 43 2 is be AUX ital-5341 43 3 , , PUNCT ital-5341 43 4 however however ADV ital-5341 43 5 , , PUNCT ital-5341 43 6 important important ADJ ital-5341 43 7 to to PART ital-5341 43 8 recognize recognize VERB ital-5341 43 9 and and CCONJ ital-5341 43 10 understand understand VERB ital-5341 43 11 that that SCONJ ital-5341 43 12 publishers publisher NOUN ital-5341 43 13 are be AUX ital-5341 43 14 businesses business NOUN ital-5341 43 15 and and CCONJ ital-5341 43 16 like like ADP ital-5341 43 17 any any DET ital-5341 43 18 business business NOUN ital-5341 43 19 , , PUNCT ital-5341 43 20 expect expect VERB ital-5341 43 21 financial financial ADJ ital-5341 43 22 gain.25 gain.25 NOUN ital-5341 43 23 even even ADV ital-5341 43 24 though though SCONJ ital-5341 43 25 e e ADJ ital-5341 43 26 - - ADJ ital-5341 43 27 resource resource NOUN ital-5341 43 28 piracy piracy NOUN ital-5341 43 29 is be AUX ital-5341 43 30 currently currently ADV ital-5341 43 31 very very ADV ital-5341 43 32 small small ADJ ital-5341 43 33 , , PUNCT ital-5341 43 34 the the DET ital-5341 43 35 risk risk NOUN ital-5341 43 36 of of ADP ital-5341 43 37 it it PRON ital-5341 43 38 becoming become VERB ital-5341 43 39 the the DET ital-5341 43 40 single single ADJ ital-5341 43 41 greatest great ADJ ital-5341 43 42 threat threat NOUN ital-5341 43 43 to to ADP ital-5341 43 44 the the DET ital-5341 43 45 industry industry NOUN ital-5341 43 46 is be AUX ital-5341 43 47 quite quite ADV ital-5341 43 48 real real ADJ ital-5341 43 49 . . PUNCT ital-5341 44 1 both both DET ital-5341 44 2 music music NOUN ital-5341 44 3 and and CCONJ ital-5341 44 4 film film NOUN ital-5341 44 5 industries industry NOUN ital-5341 44 6 have have AUX ital-5341 44 7 been be AUX ital-5341 44 8 greatly greatly ADV ital-5341 44 9 affected affect VERB ital-5341 44 10 by by ADP ital-5341 44 11 piracy piracy NOUN ital-5341 44 12 for for ADP ital-5341 44 13 nearly nearly ADV ital-5341 44 14 two two NUM ital-5341 44 15 decades decade NOUN ital-5341 44 16 , , PUNCT ital-5341 44 17 and and CCONJ ital-5341 44 18 everyone everyone PRON ital-5341 44 19 witnessed witness VERB ital-5341 44 20 the the DET ital-5341 44 21 damaging damaging ADJ ital-5341 44 22 effect effect NOUN ital-5341 44 23 it it PRON ital-5341 44 24 had have VERB ital-5341 44 25 . . PUNCT ital-5341 45 1 publishers publisher NOUN ital-5341 45 2 have have AUX ital-5341 45 3 learned learn VERB ital-5341 45 4 from from ADP ital-5341 45 5 this this PRON ital-5341 45 6 and and CCONJ ital-5341 45 7 will will AUX ital-5341 45 8 not not PART ital-5341 45 9 allow allow VERB ital-5341 45 10 it it PRON ital-5341 45 11 to to PART ital-5341 45 12 happen happen VERB ital-5341 45 13 to to ADP ital-5341 45 14 them they PRON ital-5341 45 15 as as ADV ital-5341 45 16 well.26 well.26 ADJ ital-5341 45 17 unfortunately unfortunately ADV ital-5341 45 18 for for ADP ital-5341 45 19 all all DET ital-5341 45 20 parties party NOUN ital-5341 45 21 involved involve VERB ital-5341 45 22 , , PUNCT ital-5341 45 23 the the DET ital-5341 45 24 nature nature NOUN ital-5341 45 25 of of ADP ital-5341 45 26 e e NOUN ital-5341 45 27 - - NOUN ital-5341 45 28 resources resource NOUN ital-5341 45 29 has have AUX ital-5341 45 30 made make VERB ital-5341 45 31 them they PRON ital-5341 45 32 extremely extremely ADV ital-5341 45 33 easy easy ADJ ital-5341 45 34 to to PART ital-5341 45 35 copy.27 copy.27 VERB ital-5341 45 36 information information NOUN ital-5341 45 37 technology technology NOUN ital-5341 45 38 and and CCONJ ital-5341 45 39 libraries library NOUN ital-5341 45 40 | | NOUN ital-5341 45 41 june june PROPN ital-5341 45 42 2014 2014 NUM ital-5341 45 43 34 34 NUM ital-5341 45 44 method method NOUN ital-5341 45 45 the the DET ital-5341 45 46 following follow VERB ital-5341 45 47 methodology methodology NOUN ital-5341 45 48 will will AUX ital-5341 45 49 detail detail VERB ital-5341 45 50 the the DET ital-5341 45 51 step step NOUN ital-5341 45 52 - - PUNCT ital-5341 45 53 by by ADP ital-5341 45 54 - - PUNCT ital-5341 45 55 step step NOUN ital-5341 45 56 procedures procedure NOUN ital-5341 45 57 to to PART ital-5341 45 58 identify identify VERB ital-5341 45 59 and and CCONJ ital-5341 45 60 deal deal VERB ital-5341 45 61 with with ADP ital-5341 45 62 suspected suspect VERB ital-5341 45 63 outliers outlier NOUN ital-5341 45 64 . . PUNCT ital-5341 46 1 all all DET ital-5341 46 2 data datum NOUN ital-5341 46 3 manipulation manipulation NOUN ital-5341 46 4 and and CCONJ ital-5341 46 5 calculations calculation NOUN ital-5341 46 6 were be AUX ital-5341 46 7 executed execute VERB ital-5341 46 8 in in ADP ital-5341 46 9 microsoft microsoft PROPN ital-5341 46 10 excel excel PROPN ital-5341 46 11 for for ADP ital-5341 46 12 mac mac PROPN ital-5341 46 13 2011 2011 NUM ital-5341 46 14 ( ( PUNCT ital-5341 46 15 version version NOUN ital-5341 46 16 14.3.2 14.3.2 NUM ital-5341 46 17 ) ) PUNCT ital-5341 46 18 . . PUNCT ital-5341 47 1 all all DET ital-5341 47 2 tables table NOUN ital-5341 47 3 and and CCONJ ital-5341 47 4 figures figure NOUN ital-5341 47 5 were be AUX ital-5341 47 6 generated generate VERB ital-5341 47 7 using use VERB ital-5341 47 8 the the DET ital-5341 47 9 same same ADJ ital-5341 47 10 version version NOUN ital-5341 47 11 of of ADP ital-5341 47 12 excel excel PROPN ital-5341 47 13 . . PUNCT ital-5341 48 1 the the DET ital-5341 48 2 first first ADJ ital-5341 48 3 step step NOUN ital-5341 48 4 is be AUX ital-5341 48 5 to to PART ital-5341 48 6 identify identify VERB ital-5341 48 7 suspected suspect VERB ital-5341 48 8 outliers outlier NOUN ital-5341 48 9 by by ADP ital-5341 48 10 visually visually ADV ital-5341 48 11 examining examine VERB ital-5341 48 12 an an DET ital-5341 48 13 entire entire ADJ ital-5341 48 14 usage usage NOUN ital-5341 48 15 dataset dataset NOUN ital-5341 48 16 . . PUNCT ital-5341 49 1 a a DET ital-5341 49 2 dataset dataset NOUN ital-5341 49 3 is be AUX ital-5341 49 4 defined define VERB ital-5341 49 5 as as ADP ital-5341 49 6 a a DET ital-5341 49 7 collection collection NOUN ital-5341 49 8 of of ADP ital-5341 49 9 related related ADJ ital-5341 49 10 data datum NOUN ital-5341 49 11 corresponding corresponding ADJ ital-5341 49 12 to to ADP ital-5341 49 13 the the DET ital-5341 49 14 contents content NOUN ital-5341 49 15 of of ADP ital-5341 49 16 a a DET ital-5341 49 17 single single ADJ ital-5341 49 18 database database NOUN ital-5341 49 19 table table NOUN ital-5341 49 20 in in ADP ital-5341 49 21 which which PRON ital-5341 49 22 each each DET ital-5341 49 23 column column NOUN ital-5341 49 24 represents represent VERB ital-5341 49 25 a a DET ital-5341 49 26 particular particular ADJ ital-5341 49 27 variable variable NOUN ital-5341 49 28 and and CCONJ ital-5341 49 29 each each DET ital-5341 49 30 row row NOUN ital-5341 49 31 , , PUNCT ital-5341 49 32 a a DET ital-5341 49 33 given give VERB ital-5341 49 34 member member NOUN ital-5341 49 35 of of ADP ital-5341 49 36 the the DET ital-5341 49 37 dataset dataset NOUN ital-5341 49 38 in in ADP ital-5341 49 39 question.28 question.28 NOUN ital-5341 49 40 for for ADP ital-5341 49 41 this this DET ital-5341 49 42 reason reason NOUN ital-5341 49 43 , , PUNCT ital-5341 49 44 the the DET ital-5341 49 45 term term NOUN ital-5341 49 46 dataset dataset NOUN ital-5341 49 47 will will AUX ital-5341 49 48 be be AUX ital-5341 49 49 referred refer VERB ital-5341 49 50 to to ADP ital-5341 49 51 in in ADP ital-5341 49 52 this this DET ital-5341 49 53 paper paper NOUN ital-5341 49 54 as as ADP ital-5341 49 55 a a DET ital-5341 49 56 grouping grouping NOUN ital-5341 49 57 of of ADP ital-5341 49 58 data datum NOUN ital-5341 49 59 from from ADP ital-5341 49 60 any any DET ital-5341 49 61 single single ADJ ital-5341 49 62 spreadsheet spreadsheet NOUN ital-5341 49 63 . . PUNCT ital-5341 50 1 each each DET ital-5341 50 2 spreadsheet spreadsheet NOUN ital-5341 50 3 contains contain VERB ital-5341 50 4 the the DET ital-5341 50 5 number number NOUN ital-5341 50 6 of of ADP ital-5341 50 7 full full ADJ ital-5341 50 8 - - PUNCT ital-5341 50 9 text text NOUN ital-5341 50 10 articles article NOUN ital-5341 50 11 downloaded download VERB ital-5341 50 12 per per ADP ital-5341 50 13 year year NOUN ital-5341 50 14 per per ADP ital-5341 50 15 vendor vendor NOUN ital-5341 50 16 . . PUNCT ital-5341 51 1 each each DET ital-5341 51 2 dataset dataset NOUN ital-5341 51 3 was be AUX ital-5341 51 4 downloaded download VERB ital-5341 51 5 from from ADP ital-5341 51 6 vendors vendor NOUN ital-5341 51 7 ’ ’ PART ital-5341 51 8 sites site NOUN ital-5341 51 9 as as ADP ital-5341 51 10 jr1 jr1 PROPN ital-5341 51 11 counter counter ADJ ital-5341 51 12 - - ADJ ital-5341 51 13 compliant compliant ADJ ital-5341 51 14 reports report NOUN ital-5341 51 15 , , PUNCT ital-5341 51 16 which which PRON ital-5341 51 17 detail detail VERB ital-5341 51 18 the the DET ital-5341 51 19 number number NOUN ital-5341 51 20 of of ADP ital-5341 51 21 successful successful ADJ ital-5341 51 22 full full ADJ ital-5341 51 23 - - PUNCT ital-5341 51 24 text text NOUN ital-5341 51 25 articles article NOUN ital-5341 51 26 downloaded download VERB ital-5341 51 27 per per ADP ital-5341 51 28 month month NOUN ital-5341 51 29 and and CCONJ ital-5341 51 30 per per ADP ital-5341 51 31 journal journal NOUN ital-5341 51 32 for for ADP ital-5341 51 33 a a DET ital-5341 51 34 given give VERB ital-5341 51 35 year year NOUN ital-5341 51 36 . . PUNCT ital-5341 52 1 all all DET ital-5341 52 2 vendors vendor NOUN ital-5341 52 3 provided provide VERB ital-5341 52 4 jr1 jr1 PROPN ital-5341 52 5 counter counter PROPN ital-5341 52 6 - - ADJ ital-5341 52 7 compliant compliant ADJ ital-5341 52 8 reports report NOUN ital-5341 52 9 that that PRON ital-5341 52 10 were be AUX ital-5341 52 11 downloaded download VERB ital-5341 52 12 as as ADP ital-5341 52 13 excel excel ADJ ital-5341 52 14 spreadsheets spreadsheet NOUN ital-5341 52 15 . . PUNCT ital-5341 53 1 each each DET ital-5341 53 2 spreadsheet spreadsheet NOUN ital-5341 53 3 , , PUNCT ital-5341 53 4 or or CCONJ ital-5341 53 5 dataset dataset VERB ital-5341 53 6 , , PUNCT ital-5341 53 7 contained contain VERB ital-5341 53 8 the the DET ital-5341 53 9 list list NOUN ital-5341 53 10 of of ADP ital-5341 53 11 e e NOUN ital-5341 53 12 - - ADJ ital-5341 53 13 journal journal ADJ ital-5341 53 14 title title NOUN ital-5341 53 15 and and CCONJ ital-5341 53 16 the the DET ital-5341 53 17 number number NOUN ital-5341 53 18 of of ADP ital-5341 53 19 articles article NOUN ital-5341 53 20 downloaded download VERB ital-5341 53 21 for for ADP ital-5341 53 22 each each DET ital-5341 53 23 title title NOUN ital-5341 53 24 per per ADP ital-5341 53 25 month month NOUN ital-5341 53 26 ( ( PUNCT ital-5341 53 27 see see VERB ital-5341 53 28 table table NOUN ital-5341 53 29 1 1 NUM ital-5341 53 30 ) ) PUNCT ital-5341 53 31 . . PUNCT ital-5341 54 1 each each DET ital-5341 54 2 dataset dataset NOUN ital-5341 54 3 was be AUX ital-5341 54 4 then then ADV ital-5341 54 5 visually visually ADV ital-5341 54 6 inspected inspect VERB ital-5341 54 7 in in ADP ital-5341 54 8 its its PRON ital-5341 54 9 entirety entirety NOUN ital-5341 54 10 for for ADP ital-5341 54 11 suspected suspect VERB ital-5341 54 12 outliers outlier NOUN ital-5341 54 13 . . PUNCT ital-5341 55 1 january january PROPN ital-5341 55 2 february february PROPN ital-5341 55 3 march march PROPN ital-5341 55 4 april april PROPN ital-5341 55 5 may may AUX ital-5341 55 6 june june PROPN ital-5341 55 7 july july PROPN ital-5341 55 8 august august PROPN ital-5341 55 9 september september PROPN ital-5341 55 10 october october PROPN ital-5341 55 11 november november PROPN ital-5341 55 12 december december PROPN ital-5341 55 13 polymer polymer NOUN ital-5341 55 14 12 12 NUM ital-5341 55 15 15 15 NUM ital-5341 55 16 26 26 NUM ital-5341 55 17 33 33 NUM ital-5341 55 18 38 38 NUM ital-5341 55 19 64 64 NUM ital-5341 55 20 39 39 NUM ital-5341 55 21 5 5 NUM ital-5341 55 22 13 13 NUM ital-5341 55 23 15,123 15,123 NUM ital-5341 55 24 109 109 NUM ital-5341 55 25 44 44 NUM ital-5341 55 26 surface surface NOUN ital-5341 55 27 and and CCONJ ital-5341 55 28 coatings coating NOUN ital-5341 55 29 technology technology NOUN ital-5341 55 30 3 3 NUM ital-5341 55 31 1 1 NUM ital-5341 55 32 2 2 NUM ital-5341 55 33 1 1 NUM ital-5341 55 34 22 22 NUM ital-5341 55 35 17 17 NUM ital-5341 55 36 17 17 NUM ital-5341 55 37 0 0 NUM ital-5341 55 38 12 12 NUM ital-5341 55 39 3,771 3,771 NUM ital-5341 55 40 5,428 5,428 NUM ital-5341 55 41 601 601 NUM ital-5341 55 42 international international ADJ ital-5341 55 43 journal journal NOUN ital-5341 55 44 of of ADP ital-5341 55 45 radiation radiation NOUN ital-5341 55 46 oncology oncology NOUN ital-5341 55 47 11 11 NUM ital-5341 55 48 18 18 NUM ital-5341 55 49 35 35 NUM ital-5341 55 50 22 22 NUM ital-5341 55 51 17 17 NUM ital-5341 55 52 6,436 6,436 NUM ital-5341 55 53 176 176 NUM ital-5341 55 54 13 13 NUM ital-5341 55 55 25 25 NUM ital-5341 55 56 29 29 NUM ital-5341 55 57 24 24 NUM ital-5341 55 58 19 19 NUM ital-5341 55 59 journal journal NOUN ital-5341 55 60 of of ADP ital-5341 55 61 catalysis catalysis NOUN ital-5341 55 62 0 0 NUM ital-5341 56 1 1 1 NUM ital-5341 56 2 5 5 NUM ital-5341 56 3 1 1 NUM ital-5341 56 4 2 2 NUM ital-5341 56 5 2 2 NUM ital-5341 56 6 16 16 NUM ital-5341 56 7 4 4 NUM ital-5341 56 8 0 0 NUM ital-5341 56 9 2 2 NUM ital-5341 56 10 6,693 6,693 NUM ital-5341 56 11 1 1 NUM ital-5341 56 12 table table NOUN ital-5341 56 13 1 1 NUM ital-5341 56 14 . . X ital-5341 56 15 sample sample NOUN ital-5341 56 16 from from ADP ital-5341 56 17 a a DET ital-5341 56 18 2010 2010 NUM ital-5341 56 19 jr1 jr1 NOUN ital-5341 56 20 counter counter NOUN ital-5341 56 21 - - ADJ ital-5341 56 22 compliant compliant ADJ ital-5341 56 23 report report NOUN ital-5341 56 24 indicating indicate VERB ital-5341 56 25 the the DET ital-5341 56 26 number number NOUN ital-5341 56 27 of of ADP ital-5341 56 28 articles article NOUN ital-5341 56 29 downloaded download VERB ital-5341 56 30 per per ADP ital-5341 56 31 journal journal NOUN ital-5341 56 32 over over ADP ital-5341 56 33 a a DET ital-5341 56 34 twelve twelve NUM ital-5341 56 35 - - PUNCT ital-5341 56 36 month month NOUN ital-5341 56 37 period period NOUN ital-5341 56 38 . . PUNCT ital-5341 57 1 suspected suspect VERB ital-5341 57 2 outliers outlier NOUN ital-5341 57 3 are be AUX ital-5341 57 4 highlighted highlight VERB ital-5341 57 5 in in ADP ital-5341 57 6 bold bold PROPN ital-5341 57 7 . . PUNCT ital-5341 58 1 since since SCONJ ital-5341 58 2 it it PRON ital-5341 58 3 was be AUX ital-5341 58 4 impractical impractical ADJ ital-5341 58 5 to to PART ital-5341 58 6 include include VERB ital-5341 58 7 the the DET ital-5341 58 8 entire entire ADJ ital-5341 58 9 spreadsheet spreadsheet NOUN ital-5341 58 10 , , PUNCT ital-5341 58 11 table table NOUN ital-5341 58 12 1 1 NUM ital-5341 58 13 provides provide VERB ital-5341 58 14 an an DET ital-5341 58 15 excerpt excerpt NOUN ital-5341 58 16 from from ADP ital-5341 58 17 a a DET ital-5341 58 18 2010 2010 NUM ital-5341 58 19 jr1 jr1 NOUN ital-5341 58 20 counter counter NOUN ital-5341 58 21 - - ADJ ital-5341 58 22 compliant compliant ADJ ital-5341 58 23 report report NOUN ital-5341 58 24 containing contain VERB ital-5341 58 25 five five NUM ital-5341 58 26 suspected suspect VERB ital-5341 58 27 outliers outlier NOUN ital-5341 58 28 that that PRON ital-5341 58 29 have have AUX ital-5341 58 30 been be AUX ital-5341 58 31 marked mark VERB ital-5341 58 32 for for ADP ital-5341 58 33 identification identification NOUN ital-5341 58 34 . . PUNCT ital-5341 59 1 the the DET ital-5341 59 2 suspected suspect VERB ital-5341 59 3 outliers outlier NOUN ital-5341 59 4 are be AUX ital-5341 59 5 highlighted highlight VERB ital-5341 59 6 in in ADP ital-5341 59 7 bold bold PROPN ital-5341 59 8 . . PUNCT ital-5341 60 1 the the DET ital-5341 60 2 first first ADJ ital-5341 60 3 of of ADP ital-5341 60 4 these these DET ital-5341 60 5 extreme extreme ADJ ital-5341 60 6 values value NOUN ital-5341 60 7 belongs belong VERB ital-5341 60 8 to to ADP ital-5341 60 9 the the DET ital-5341 60 10 title title NOUN ital-5341 60 11 polymer polymer NOUN ital-5341 60 12 and and CCONJ ital-5341 60 13 was be AUX ital-5341 60 14 recorded record VERB ital-5341 60 15 in in ADP ital-5341 60 16 october october PROPN ital-5341 60 17 . . PUNCT ital-5341 61 1 compared compare VERB ital-5341 61 2 to to ADP ital-5341 61 3 the the DET ital-5341 61 4 other other ADJ ital-5341 61 5 values value NOUN ital-5341 61 6 for for ADP ital-5341 61 7 polymer polymer NOUN ital-5341 61 8 , , PUNCT ital-5341 61 9 it it PRON ital-5341 61 10 stands stand VERB ital-5341 61 11 out out ADP ital-5341 61 12 dramatically dramatically ADV ital-5341 61 13 at at ADP ital-5341 61 14 15,123 15,123 NUM ital-5341 61 15 articles article NOUN ital-5341 61 16 downloaded download VERB ital-5341 61 17 . . PUNCT ital-5341 62 1 the the DET ital-5341 62 2 second second ADJ ital-5341 62 3 and and CCONJ ital-5341 62 4 third third ADJ ital-5341 62 5 extreme extreme ADJ ital-5341 62 6 values value NOUN ital-5341 62 7 belong belong VERB ital-5341 62 8 to to ADP ital-5341 62 9 surface surface NOUN ital-5341 62 10 and and CCONJ ital-5341 62 11 coatings coating NOUN ital-5341 62 12 technology technology NOUN ital-5341 62 13 and and CCONJ ital-5341 62 14 are be AUX ital-5341 62 15 recorded record VERB ital-5341 62 16 for for ADP ital-5341 62 17 the the DET ital-5341 62 18 months month NOUN ital-5341 62 19 of of ADP ital-5341 62 20 october october PROPN ital-5341 62 21 ( ( PUNCT ital-5341 62 22 3,771 3,771 NUM ital-5341 62 23 downloads download NOUN ital-5341 62 24 ) ) PUNCT ital-5341 62 25 and and CCONJ ital-5341 62 26 november november PROPN ital-5341 62 27 ( ( PUNCT ital-5341 62 28 5,428 5,428 NUM ital-5341 62 29 downloads download NOUN ital-5341 62 30 ) ) PUNCT ital-5341 62 31 . . PUNCT ital-5341 63 1 the the DET ital-5341 63 2 fourth fourth ADJ ital-5341 63 3 is be AUX ital-5341 63 4 the the DET ital-5341 63 5 6,436 6,436 NUM ital-5341 63 6 articles article NOUN ital-5341 63 7 downloaded download VERB ital-5341 63 8 in in ADP ital-5341 63 9 june june PROPN ital-5341 63 10 from from ADP ital-5341 63 11 international international ADJ ital-5341 63 12 journal journal NOUN ital-5341 63 13 of of ADP ital-5341 63 14 radiation radiation NOUN ital-5341 63 15 oncology oncology NOUN ital-5341 63 16 and and CCONJ ital-5341 63 17 the the DET ital-5341 63 18 fifth fifth ADJ ital-5341 63 19 from from ADP ital-5341 63 20 journal journal PROPN ital-5341 63 21 of of ADP ital-5341 63 22 catalysis catalysis NOUN ital-5341 63 23 in in ADP ital-5341 63 24 november november PROPN ital-5341 63 25 ( ( PUNCT ital-5341 63 26 6,693 6,693 NUM ital-5341 63 27 downloads download NOUN ital-5341 63 28 ) ) PUNCT ital-5341 63 29 . . PUNCT ital-5341 64 1 these these DET ital-5341 64 2 five five NUM ital-5341 64 3 values value NOUN ital-5341 64 4 greatly greatly ADV ital-5341 64 5 deviate deviate VERB ital-5341 64 6 from from ADP ital-5341 64 7 the the DET ital-5341 64 8 other other ADJ ital-5341 64 9 values value NOUN ital-5341 64 10 recorded record VERB ital-5341 64 11 the the DET ital-5341 64 12 importance importance NOUN ital-5341 64 13 of of ADP ital-5341 64 14 identifying identify VERB ital-5341 64 15 and and CCONJ ital-5341 64 16 accommodating accommodate VERB ital-5341 64 17 e e NOUN ital-5341 64 18 - - NOUN ital-5341 64 19 resources resource NOUN ital-5341 64 20 usage usage NOUN ital-5341 64 21 data datum NOUN ital-5341 64 22 for for ADP ital-5341 64 23 the the DET ital-5341 64 24 presence presence NOUN ital-5341 64 25 of of ADP ital-5341 64 26 outliers outlier NOUN ital-5341 64 27 | | VERB ital-5341 64 28 lamothe lamothe DET ital-5341 64 29 35 35 NUM ital-5341 64 30 for for ADP ital-5341 64 31 each each DET ital-5341 64 32 e e NOUN ital-5341 64 33 - - ADJ ital-5341 64 34 journal journal ADJ ital-5341 64 35 title title NOUN ital-5341 64 36 . . PUNCT ital-5341 65 1 for for ADP ital-5341 65 2 polymer polymer NOUN ital-5341 65 3 , , PUNCT ital-5341 65 4 the the DET ital-5341 65 5 next next ADJ ital-5341 65 6 highest high ADJ ital-5341 65 7 value value NOUN ital-5341 65 8 is be AUX ital-5341 65 9 109 109 NUM ital-5341 65 10 articles article NOUN ital-5341 65 11 downloaded download VERB ital-5341 65 12 in in ADP ital-5341 65 13 november november PROPN ital-5341 65 14 2010 2010 NUM ital-5341 65 15 , , PUNCT ital-5341 65 16 making make VERB ital-5341 65 17 the the DET ital-5341 65 18 suspected suspect VERB ital-5341 65 19 outlier outlier NOUN ital-5341 65 20 almost almost ADV ital-5341 65 21 14,000 14,000 NUM ital-5341 65 22 percent percent NOUN ital-5341 65 23 greater great ADJ ital-5341 65 24 . . PUNCT ital-5341 66 1 now now ADV ital-5341 66 2 that that SCONJ ital-5341 66 3 the the DET ital-5341 66 4 suspected suspect VERB ital-5341 66 5 outliers outlier NOUN ital-5341 66 6 have have AUX ital-5341 66 7 been be AUX ital-5341 66 8 identified identify VERB ital-5341 66 9 , , PUNCT ital-5341 66 10 they they PRON ital-5341 66 11 must must AUX ital-5341 66 12 be be AUX ital-5341 66 13 compared compare VERB ital-5341 66 14 quantitatively quantitatively ADV ital-5341 66 15 to to ADP ital-5341 66 16 the the DET ital-5341 66 17 rest rest NOUN ital-5341 66 18 of of ADP ital-5341 66 19 the the DET ital-5341 66 20 values value NOUN ital-5341 66 21 recorded record VERB ital-5341 66 22 for for ADP ital-5341 66 23 their their PRON ital-5341 66 24 corresponding corresponding ADJ ital-5341 66 25 titles title NOUN ital-5341 66 26 and and CCONJ ital-5341 66 27 only only ADV ital-5341 66 28 for for ADP ital-5341 66 29 their their PRON ital-5341 66 30 corresponding corresponding ADJ ital-5341 66 31 titles title NOUN ital-5341 66 32 . . PUNCT ital-5341 67 1 for for ADP ital-5341 67 2 example example NOUN ital-5341 67 3 , , PUNCT ital-5341 67 4 to to PART ital-5341 67 5 test test VERB ital-5341 67 6 the the DET ital-5341 67 7 probability probability NOUN ital-5341 67 8 that that SCONJ ital-5341 67 9 the the DET ital-5341 67 10 value value NOUN ital-5341 67 11 of of ADP ital-5341 67 12 15,123 15,123 NUM ital-5341 67 13 downloads download NOUN ital-5341 67 14 recorded record VERB ital-5341 67 15 in in ADP ital-5341 67 16 october october PROPN ital-5341 67 17 2010 2010 NUM ital-5341 67 18 for for ADP ital-5341 67 19 polymer polymer NOUN ital-5341 67 20 is be AUX ital-5341 67 21 indeed indeed ADV ital-5341 67 22 an an DET ital-5341 67 23 outlier outlier NOUN ital-5341 67 24 , , PUNCT ital-5341 67 25 the the DET ital-5341 67 26 comparison comparison NOUN ital-5341 67 27 must must AUX ital-5341 67 28 include include VERB ital-5341 67 29 all all DET ital-5341 67 30 other other ADJ ital-5341 67 31 2010 2010 NUM ital-5341 67 32 polymer polymer NOUN ital-5341 67 33 monthly monthly ADJ ital-5341 67 34 values value NOUN ital-5341 67 35 plus plus CCONJ ital-5341 67 36 all all DET ital-5341 67 37 other other ADJ ital-5341 67 38 available available ADJ ital-5341 67 39 polymer polymer NOUN ital-5341 67 40 values value NOUN ital-5341 67 41 . . PUNCT ital-5341 68 1 this this PRON ital-5341 68 2 is be AUX ital-5341 68 3 achieved achieve VERB ital-5341 68 4 by by ADP ital-5341 68 5 copying copy VERB ital-5341 68 6 all all DET ital-5341 68 7 2010 2010 NUM ital-5341 68 8 polymer polymer NOUN ital-5341 68 9 monthly monthly ADJ ital-5341 68 10 values value NOUN ital-5341 68 11 into into ADP ital-5341 68 12 a a DET ital-5341 68 13 separate separate ADJ ital-5341 68 14 blank blank ADJ ital-5341 68 15 spreadsheet spreadsheet NOUN ital-5341 68 16 and and CCONJ ital-5341 68 17 then then ADV ital-5341 68 18 adding add VERB ital-5341 68 19 all all DET ital-5341 68 20 other other ADJ ital-5341 68 21 polymer polymer NOUN ital-5341 68 22 monthly monthly ADJ ital-5341 68 23 values value NOUN ital-5341 68 24 from from ADP ital-5341 68 25 all all DET ital-5341 68 26 other other ADJ ital-5341 68 27 available available ADJ ital-5341 68 28 years year NOUN ital-5341 68 29 to to ADP ital-5341 68 30 that that DET ital-5341 68 31 same same ADJ ital-5341 68 32 spreadsheet spreadsheet NOUN ital-5341 68 33 ( ( PUNCT ital-5341 68 34 see see VERB ital-5341 68 35 table table NOUN ital-5341 68 36 2 2 NUM ital-5341 68 37 ) ) PUNCT ital-5341 68 38 . . PUNCT ital-5341 69 1 this this DET ital-5341 69 2 new new ADJ ital-5341 69 3 spreadsheet spreadsheet NOUN ital-5341 69 4 can can AUX ital-5341 69 5 be be AUX ital-5341 69 6 labeled label VERB ital-5341 69 7 dataset dataset ADJ ital-5341 69 8 2 2 NUM ital-5341 69 9 , , PUNCT ital-5341 69 10 with with ADP ital-5341 69 11 dataset dataset NOUN ital-5341 69 12 1 1 NUM ital-5341 69 13 being be AUX ital-5341 69 14 the the DET ital-5341 69 15 original original ADJ ital-5341 69 16 jr1 jr1 NOUN ital-5341 69 17 report report NOUN ital-5341 69 18 downloaded download VERB ital-5341 69 19 from from ADP ital-5341 69 20 the the DET ital-5341 69 21 vendor vendor NOUN ital-5341 69 22 . . PUNCT ital-5341 70 1 suspected suspect VERB ital-5341 70 2 usage usage NOUN ital-5341 70 3 outliers outlier NOUN ital-5341 70 4 from from ADP ital-5341 70 5 an an DET ital-5341 70 6 e e NOUN ital-5341 70 7 - - NOUN ital-5341 70 8 journal journal NOUN ital-5341 70 9 need need VERB ital-5341 70 10 to to PART ital-5341 70 11 be be AUX ital-5341 70 12 compared compare VERB ital-5341 70 13 to to ADP ital-5341 70 14 other other ADJ ital-5341 70 15 usage usage NOUN ital-5341 70 16 values value NOUN ital-5341 70 17 of of ADP ital-5341 70 18 that that DET ital-5341 70 19 particular particular ADJ ital-5341 70 20 title title NOUN ital-5341 70 21 because because SCONJ ital-5341 70 22 each each DET ital-5341 70 23 e e NOUN ital-5341 70 24 - - NOUN ital-5341 70 25 journal journal NOUN ital-5341 70 26 tends tend VERB ital-5341 70 27 to to PART ital-5341 70 28 be be AUX ital-5341 70 29 used use VERB ital-5341 70 30 differently differently ADV ital-5341 70 31 . . PUNCT ital-5341 71 1 it it PRON ital-5341 71 2 would would AUX ital-5341 71 3 be be AUX ital-5341 71 4 inaccurate inaccurate ADJ ital-5341 71 5 to to PART ital-5341 71 6 test test VERB ital-5341 71 7 for for ADP ital-5341 71 8 an an DET ital-5341 71 9 outlier outlier NOUN ital-5341 71 10 by by ADP ital-5341 71 11 comparing compare VERB ital-5341 71 12 it it PRON ital-5341 71 13 to to ADP ital-5341 71 14 the the DET ital-5341 71 15 values value NOUN ital-5341 71 16 of of ADP ital-5341 71 17 all all DET ital-5341 71 18 other other ADJ ital-5341 71 19 e e NOUN ital-5341 71 20 - - NOUN ital-5341 71 21 journals journal NOUN ital-5341 71 22 included include VERB ital-5341 71 23 in in ADP ital-5341 71 24 a a DET ital-5341 71 25 collection collection NOUN ital-5341 71 26 and and CCONJ ital-5341 71 27 would would AUX ital-5341 71 28 be be AUX ital-5341 71 29 like like ADP ital-5341 71 30 comparing compare VERB ital-5341 71 31 apples apple NOUN ital-5341 71 32 to to ADP ital-5341 71 33 oranges orange NOUN ital-5341 71 34 . . PUNCT ital-5341 72 1 january january PROPN ital-5341 72 2 february february PROPN ital-5341 72 3 march march PROPN ital-5341 72 4 april april PROPN ital-5341 72 5 may may AUX ital-5341 72 6 june june PROPN ital-5341 72 7 july july PROPN ital-5341 72 8 august august PROPN ital-5341 72 9 september september PROPN ital-5341 72 10 october october PROPN ital-5341 72 11 november november PROPN ital-5341 72 12 december december PROPN ital-5341 72 13 polymer polymer NOUN ital-5341 72 14 2009 2009 NUM ital-5341 72 15 27 27 NUM ital-5341 72 16 14 14 NUM ital-5341 72 17 35 35 NUM ital-5341 72 18 22 22 NUM ital-5341 72 19 15 15 NUM ital-5341 72 20 28 28 NUM ital-5341 72 21 24 24 NUM ital-5341 72 22 19 19 NUM ital-5341 72 23 11 11 NUM ital-5341 72 24 8 8 NUM ital-5341 72 25 13 13 NUM ital-5341 72 26 7 7 NUM ital-5341 72 27 polymer polymer NOUN ital-5341 72 28 2010 2010 NUM ital-5341 72 29 12 12 NUM ital-5341 72 30 15 15 NUM ital-5341 72 31 26 26 NUM ital-5341 72 32 33 33 NUM ital-5341 72 33 38 38 NUM ital-5341 72 34 64 64 NUM ital-5341 72 35 39 39 NUM ital-5341 72 36 5 5 NUM ital-5341 72 37 13 13 NUM ital-5341 72 38 15,123 15,123 NUM ital-5341 72 39 109 109 NUM ital-5341 72 40 44 44 NUM ital-5341 72 41 polymer polymer NOUN ital-5341 72 42 2011 2011 NUM ital-5341 72 43 113 113 NUM ital-5341 72 44 159 159 NUM ital-5341 72 45 638 638 NUM ital-5341 72 46 345 345 NUM ital-5341 72 47 52 52 NUM ital-5341 72 48 57 57 NUM ital-5341 72 49 94 94 NUM ital-5341 72 50 70 70 NUM ital-5341 72 51 39 39 NUM ital-5341 72 52 36 36 NUM ital-5341 72 53 221 221 NUM ital-5341 72 54 65 65 NUM ital-5341 72 55 polymer polymer NOUN ital-5341 72 56 2012 2012 NUM ital-5341 72 57 130 130 NUM ital-5341 72 58 4 4 NUM ital-5341 72 59 98 98 NUM ital-5341 72 60 24 24 NUM ital-5341 72 61 27 27 NUM ital-5341 72 62 18 18 NUM ital-5341 72 63 13 13 NUM ital-5341 72 64 16 16 NUM ital-5341 72 65 18 18 NUM ital-5341 72 66 25 25 NUM ital-5341 72 67 9 9 NUM ital-5341 72 68 5 5 NUM ital-5341 72 69 table table NOUN ital-5341 72 70 2 2 NUM ital-5341 72 71 . . PUNCT ital-5341 72 72 combining combine VERB ital-5341 72 73 polymer polymer NOUN ital-5341 72 74 ’s ’s PART ital-5341 72 75 usage usage NOUN ital-5341 72 76 values value NOUN ital-5341 72 77 from from ADP ital-5341 72 78 all all DET ital-5341 72 79 available available ADJ ital-5341 72 80 jr1 jr1 PROPN ital-5341 72 81 counter counter NOUN ital-5341 72 82 - - ADJ ital-5341 72 83 compliant compliant ADJ ital-5341 72 84 reports report NOUN ital-5341 72 85 . . PUNCT ital-5341 73 1 the the DET ital-5341 73 2 suspected suspect VERB ital-5341 73 3 outlier outlier NOUN ital-5341 73 4 is be AUX ital-5341 73 5 highlighted highlight VERB ital-5341 73 6 in in ADP ital-5341 73 7 bold bold ADJ ital-5341 73 8 . . PUNCT ital-5341 74 1 table table NOUN ital-5341 74 2 2 2 NUM ital-5341 74 3 provides provide VERB ital-5341 74 4 the the DET ital-5341 74 5 number number NOUN ital-5341 74 6 of of ADP ital-5341 74 7 articles article NOUN ital-5341 74 8 downloaded download VERB ital-5341 74 9 for for ADP ital-5341 74 10 the the DET ital-5341 74 11 title title NOUN ital-5341 74 12 polymer polymer NOUN ital-5341 74 13 over over ADP ital-5341 74 14 a a DET ital-5341 74 15 four four NUM ital-5341 74 16 - - PUNCT ital-5341 74 17 year year NOUN ital-5341 74 18 period period NOUN ital-5341 74 19 . . PUNCT ital-5341 75 1 these these PRON ital-5341 75 2 were be AUX ital-5341 75 3 the the DET ital-5341 75 4 only only ADJ ital-5341 75 5 jr1 jr1 NOUN ital-5341 75 6 reports report NOUN ital-5341 75 7 available available ADJ ital-5341 75 8 from from ADP ital-5341 75 9 the the DET ital-5341 75 10 vendor vendor NOUN ital-5341 75 11 . . PUNCT ital-5341 76 1 the the DET ital-5341 76 2 suspected suspect VERB ital-5341 76 3 outlier outlier NOUN ital-5341 76 4 is be AUX ital-5341 76 5 highlighted highlight VERB ital-5341 76 6 in in ADP ital-5341 76 7 bold bold NOUN ital-5341 76 8 . . PUNCT ital-5341 77 1 when when SCONJ ital-5341 77 2 visually visually ADV ital-5341 77 3 comparing compare VERB ital-5341 77 4 the the DET ital-5341 77 5 suspected suspect VERB ital-5341 77 6 outlier outlier NOUN ital-5341 77 7 of of ADP ital-5341 77 8 15,123 15,123 NUM ital-5341 77 9 downloads download NOUN ital-5341 77 10 to to ADP ital-5341 77 11 the the DET ital-5341 77 12 rest rest NOUN ital-5341 77 13 of of ADP ital-5341 77 14 the the DET ital-5341 77 15 values value NOUN ital-5341 77 16 in in ADP ital-5341 77 17 dataset dataset NOUN ital-5341 77 18 2 2 NUM ital-5341 77 19 , , PUNCT ital-5341 77 20 it it PRON ital-5341 77 21 again again ADV ital-5341 77 22 appears appear VERB ital-5341 77 23 to to PART ital-5341 77 24 be be AUX ital-5341 77 25 an an DET ital-5341 77 26 extreme extreme NOUN ital-5341 77 27 . . PUNCT ital-5341 78 1 the the DET ital-5341 78 2 next next ADJ ital-5341 78 3 highest high ADJ ital-5341 78 4 value value NOUN ital-5341 78 5 being be AUX ital-5341 78 6 638 638 NUM ital-5341 78 7 articles article NOUN ital-5341 78 8 downloaded download VERB ital-5341 78 9 during during ADP ital-5341 78 10 march march PROPN ital-5341 78 11 2011 2011 NUM ital-5341 78 12 , , PUNCT ital-5341 78 13 making make VERB ital-5341 78 14 the the DET ital-5341 78 15 suspected suspect VERB ital-5341 78 16 outlier outlier NOUN ital-5341 78 17 2,200 2,200 NUM ital-5341 78 18 percent percent NOUN ital-5341 78 19 greater great ADJ ital-5341 78 20 than than ADP ital-5341 78 21 the the DET ital-5341 78 22 next next ADJ ital-5341 78 23 highest high ADJ ital-5341 78 24 value value NOUN ital-5341 78 25 in in ADP ital-5341 78 26 the the DET ital-5341 78 27 dataset dataset NOUN ital-5341 78 28 . . PUNCT ital-5341 79 1 all all DET ital-5341 79 2 further further ADJ ital-5341 79 3 outlier outli ADJ ital-5341 79 4 testing testing NOUN ital-5341 79 5 and and CCONJ ital-5341 79 6 accommodating accommodating NOUN ital-5341 79 7 will will AUX ital-5341 79 8 be be AUX ital-5341 79 9 performed perform VERB ital-5341 79 10 on on ADP ital-5341 79 11 this this DET ital-5341 79 12 table table NOUN ital-5341 79 13 . . PUNCT ital-5341 80 1 the the DET ital-5341 80 2 dixon dixon PROPN ital-5341 80 3 q q PROPN ital-5341 80 4 test test NOUN ital-5341 80 5 was be AUX ital-5341 80 6 chosen choose VERB ital-5341 80 7 to to PART ital-5341 80 8 test test VERB ital-5341 80 9 for for ADP ital-5341 80 10 outliers outlier NOUN ital-5341 80 11 . . PUNCT ital-5341 81 1 it it PRON ital-5341 81 2 is be AUX ital-5341 81 3 simple simple ADJ ital-5341 81 4 to to PART ital-5341 81 5 use use VERB ital-5341 81 6 and and CCONJ ital-5341 81 7 designed design VERB ital-5341 81 8 to to PART ital-5341 81 9 test test VERB ital-5341 81 10 for for ADP ital-5341 81 11 a a DET ital-5341 81 12 small small ADJ ital-5341 81 13 number number NOUN ital-5341 81 14 of of ADP ital-5341 81 15 outliers outlier NOUN ital-5341 81 16 in in ADP ital-5341 81 17 a a DET ital-5341 81 18 dataset.29 dataset.29 NOUN ital-5341 81 19 the the DET ital-5341 81 20 q q NOUN ital-5341 81 21 value value NOUN ital-5341 81 22 is be AUX ital-5341 81 23 calculated calculate VERB ital-5341 81 24 by by ADP ital-5341 81 25 measuring measure VERB ital-5341 81 26 the the DET ital-5341 81 27 difference difference NOUN ital-5341 81 28 in in ADP ital-5341 81 29 the the DET ital-5341 81 30 gap gap NOUN ital-5341 81 31 between between ADP ital-5341 81 32 the the DET ital-5341 81 33 suspected suspect VERB ital-5341 81 34 outlier outlier NOUN ital-5341 81 35 and and CCONJ ital-5341 81 36 the the DET ital-5341 81 37 next next ADJ ital-5341 81 38 value value NOUN ital-5341 81 39 over over ADP ital-5341 81 40 the the DET ital-5341 81 41 range range NOUN ital-5341 81 42 of of ADP ital-5341 81 43 values value NOUN ital-5341 81 44 in in ADP ital-5341 81 45 the the DET ital-5341 81 46 dataset dataset NOUN ital-5341 81 47 ( ( PUNCT ital-5341 81 48 e.g. e.g. ADV ital-5341 81 49 , , PUNCT ital-5341 81 50 outlier outlier NOUN ital-5341 81 51 — — PUNCT ital-5341 81 52 next next ADJ ital-5341 81 53 value value NOUN ital-5341 81 54 / / SYM ital-5341 81 55 largest large ADJ ital-5341 81 56 — — PUNCT ital-5341 81 57 smallest small ADJ ital-5341 81 58 ) ) PUNCT ital-5341 81 59 . . PUNCT ital-5341 82 1 the the DET ital-5341 82 2 gap gap NOUN ital-5341 82 3 is be AUX ital-5341 82 4 the the DET ital-5341 82 5 absolute absolute ADJ ital-5341 82 6 difference difference NOUN ital-5341 82 7 between between ADP ital-5341 82 8 the the DET ital-5341 82 9 outlier outlier NOUN ital-5341 82 10 and and CCONJ ital-5341 82 11 the the DET ital-5341 82 12 closest close ADJ ital-5341 82 13 number number NOUN ital-5341 82 14 to to ADP ital-5341 82 15 it it PRON ital-5341 82 16 . . PUNCT ital-5341 83 1 to to PART ital-5341 83 2 facilitate facilitate VERB ital-5341 83 3 the the DET ital-5341 83 4 calculation calculation NOUN ital-5341 83 5 , , PUNCT ital-5341 83 6 the the DET ital-5341 83 7 data datum NOUN ital-5341 83 8 should should AUX ital-5341 83 9 be be AUX ital-5341 83 10 arranged arrange VERB ital-5341 83 11 in in ADP ital-5341 83 12 order order NOUN ital-5341 83 13 of of ADP ital-5341 83 14 increasing increase VERB ital-5341 83 15 value value NOUN ital-5341 83 16 with with ADP ital-5341 83 17 the the DET ital-5341 83 18 smallest small ADJ ital-5341 83 19 value value NOUN ital-5341 83 20 at at ADP ital-5341 83 21 the the DET ital-5341 83 22 front front NOUN ital-5341 83 23 of of ADP ital-5341 83 24 the the DET ital-5341 83 25 sequence sequence NOUN ital-5341 83 26 and and CCONJ ital-5341 83 27 the the DET ital-5341 83 28 largest large ADJ ital-5341 83 29 value value NOUN ital-5341 83 30 at at ADP ital-5341 83 31 the the DET ital-5341 83 32 end end NOUN ital-5341 83 33 of of ADP ital-5341 83 34 the the DET ital-5341 83 35 sequence sequence NOUN ital-5341 83 36 . . PUNCT ital-5341 84 1 for for ADP ital-5341 84 2 example example NOUN ital-5341 84 3 , , PUNCT ital-5341 84 4 using use VERB ital-5341 84 5 the the DET ital-5341 84 6 data datum NOUN ital-5341 84 7 in in ADP ital-5341 84 8 table table NOUN ital-5341 84 9 2 2 NUM ital-5341 84 10 each each DET ital-5341 84 11 value value NOUN ital-5341 84 12 is be AUX ital-5341 84 13 be be AUX ital-5341 84 14 arranged arrange VERB ital-5341 84 15 beginning begin VERB ital-5341 84 16 with with ADP ital-5341 84 17 4 4 NUM ital-5341 84 18 , , PUNCT ital-5341 84 19 5 5 NUM ital-5341 84 20 , , PUNCT ital-5341 84 21 5 5 NUM ital-5341 84 22 , , PUNCT ital-5341 84 23 7 7 NUM ital-5341 84 24 , , PUNCT ital-5341 84 25 . . PUNCT ital-5341 84 26 . . PUNCT ital-5341 84 27 . . PUNCT ital-5341 85 1 , , PUNCT ital-5341 85 2 345 345 NUM ital-5341 85 3 , , PUNCT ital-5341 85 4 638 638 NUM ital-5341 85 5 , , PUNCT ital-5341 85 6 information information NOUN ital-5341 85 7 technology technology NOUN ital-5341 85 8 and and CCONJ ital-5341 85 9 libraries library NOUN ital-5341 85 10 | | NOUN ital-5341 85 11 june june PROPN ital-5341 85 12 2014 2014 NUM ital-5341 85 13 36 36 NUM ital-5341 85 14 and and CCONJ ital-5341 85 15 finally finally ADV ital-5341 85 16 ending end VERB ital-5341 85 17 with with ADP ital-5341 85 18 15,123 15,123 NUM ital-5341 85 19 . . PUNCT ital-5341 86 1 the the DET ital-5341 86 2 calculation calculation NOUN ital-5341 86 3 would would AUX ital-5341 86 4 thus thus ADV ital-5341 86 5 be be AUX ital-5341 86 6 ( ( PUNCT ital-5341 86 7 15,123−638 15,123−638 NUM ital-5341 86 8 ) ) PUNCT ital-5341 86 9 / / PUNCT ital-5341 86 10 ( ( PUNCT ital-5341 86 11 15,123−4 15,123−4 NOUN ital-5341 86 12 ) ) PUNCT ital-5341 86 13 = = X ital-5341 86 14 0.9581 0.9581 NUM ital-5341 86 15 . . PUNCT ital-5341 87 1 the the DET ital-5341 87 2 calculated calculated ADJ ital-5341 87 3 q q NOUN ital-5341 87 4 value value NOUN ital-5341 87 5 will will AUX ital-5341 87 6 also also ADV ital-5341 87 7 be be AUX ital-5341 87 8 represented represent VERB ital-5341 87 9 by by ADP ital-5341 87 10 the the DET ital-5341 87 11 symbol symbol NOUN ital-5341 87 12 of of ADP ital-5341 87 13 qvalue qvalue NOUN ital-5341 87 14 from from ADP ital-5341 87 15 this this DET ital-5341 87 16 point point NOUN ital-5341 87 17 onward onward ADV ital-5341 87 18 , , PUNCT ital-5341 87 19 making make VERB ital-5341 87 20 qvalue qvalue NOUN ital-5341 87 21 = = PROPN ital-5341 87 22 0.9581 0.9581 NUM ital-5341 87 23 . . PUNCT ital-5341 88 1 the the DET ital-5341 88 2 next next ADJ ital-5341 88 3 step step NOUN ital-5341 88 4 is be AUX ital-5341 88 5 to to PART ital-5341 88 6 compare compare VERB ital-5341 88 7 the the DET ital-5341 88 8 calculated calculate VERB ital-5341 88 9 qvalue qvalue NOUN ital-5341 88 10 to to ADP ital-5341 88 11 the the DET ital-5341 88 12 critical critical ADJ ital-5341 88 13 values value NOUN ital-5341 88 14 for for ADP ital-5341 88 15 q q NOUN ital-5341 88 16 determined determine VERB ital-5341 88 17 by by ADP ital-5341 88 18 verma verma PROPN ital-5341 88 19 and and CCONJ ital-5341 88 20 quiroz quiroz PROPN ital-5341 88 21 - - PUNCT ital-5341 88 22 ruiz.30 ruiz.30 PROPN ital-5341 88 23 critical critical ADJ ital-5341 88 24 values value NOUN ital-5341 88 25 correspond correspond VERB ital-5341 88 26 to to ADP ital-5341 88 27 a a DET ital-5341 88 28 particular particular ADJ ital-5341 88 29 significance significance NOUN ital-5341 88 30 level level NOUN ital-5341 88 31 and and CCONJ ital-5341 88 32 represent represent VERB ital-5341 88 33 cutoff cutoff NOUN ital-5341 88 34 values value NOUN ital-5341 88 35 that that PRON ital-5341 88 36 lead lead VERB ital-5341 88 37 to to ADP ital-5341 88 38 the the DET ital-5341 88 39 acceptance acceptance NOUN ital-5341 88 40 or or CCONJ ital-5341 88 41 rejection rejection NOUN ital-5341 88 42 of of ADP ital-5341 88 43 a a DET ital-5341 88 44 null null ADJ ital-5341 88 45 hypothesis.31 hypothesis.31 NOUN ital-5341 88 46 the the DET ital-5341 88 47 null null ADJ ital-5341 88 48 hypothesis hypothesis NOUN ital-5341 88 49 refers refer VERB ital-5341 88 50 to to ADP ital-5341 88 51 the the DET ital-5341 88 52 position position NOUN ital-5341 88 53 in in ADP ital-5341 88 54 which which PRON ital-5341 88 55 there there PRON ital-5341 88 56 is be VERB ital-5341 88 57 no no DET ital-5341 88 58 statistically statistically ADV ital-5341 88 59 significant significant ADJ ital-5341 88 60 relationship relationship NOUN ital-5341 88 61 between between ADP ital-5341 88 62 two two NUM ital-5341 88 63 variables.32 variables.32 NOUN ital-5341 88 64 the the DET ital-5341 88 65 alternate alternate ADJ ital-5341 88 66 hypothesis hypothesis NOUN ital-5341 88 67 would would AUX ital-5341 88 68 thus thus ADV ital-5341 88 69 be be AUX ital-5341 88 70 the the DET ital-5341 88 71 existence existence NOUN ital-5341 88 72 of of ADP ital-5341 88 73 a a DET ital-5341 88 74 relationship relationship NOUN ital-5341 88 75 between between ADP ital-5341 88 76 two two NUM ital-5341 88 77 variables.33 variables.33 NOUN ital-5341 88 78 if if SCONJ ital-5341 88 79 the the DET ital-5341 88 80 calculated calculated ADJ ital-5341 88 81 value value NOUN ital-5341 88 82 is be AUX ital-5341 88 83 less less ADJ ital-5341 88 84 than than ADP ital-5341 88 85 the the DET ital-5341 88 86 critical critical ADJ ital-5341 88 87 value value NOUN ital-5341 88 88 , , PUNCT ital-5341 88 89 the the DET ital-5341 88 90 null null ADJ ital-5341 88 91 hypothesis hypothesis NOUN ital-5341 88 92 is be AUX ital-5341 88 93 accepted.34 accepted.34 NOUN ital-5341 88 94 on on ADP ital-5341 88 95 the the DET ital-5341 88 96 other other ADJ ital-5341 88 97 hand hand NOUN ital-5341 88 98 , , PUNCT ital-5341 88 99 if if SCONJ ital-5341 88 100 the the DET ital-5341 88 101 calculated calculated ADJ ital-5341 88 102 value value NOUN ital-5341 88 103 is be AUX ital-5341 88 104 greater great ADJ ital-5341 88 105 than than ADP ital-5341 88 106 the the DET ital-5341 88 107 critical critical ADJ ital-5341 88 108 value value NOUN ital-5341 88 109 , , PUNCT ital-5341 88 110 the the DET ital-5341 88 111 null null ADJ ital-5341 88 112 hypothesis hypothesis NOUN ital-5341 88 113 is be AUX ital-5341 88 114 rejected.35 rejected.35 VERB ital-5341 88 115 if if SCONJ ital-5341 88 116 the the DET ital-5341 88 117 null null ADJ ital-5341 88 118 hypothesis hypothesis NOUN ital-5341 88 119 is be AUX ital-5341 88 120 rejected reject VERB ital-5341 88 121 , , PUNCT ital-5341 88 122 then then ADV ital-5341 88 123 the the DET ital-5341 88 124 alternate alternate ADJ ital-5341 88 125 hypothesis hypothesis NOUN ital-5341 88 126 must must AUX ital-5341 88 127 be be AUX ital-5341 88 128 accepted accept VERB ital-5341 88 129 . . PUNCT ital-5341 89 1 here here ADV ital-5341 89 2 , , PUNCT ital-5341 89 3 the the DET ital-5341 89 4 null null ADJ ital-5341 89 5 hypothesis hypothesis NOUN ital-5341 89 6 can can AUX ital-5341 89 7 be be AUX ital-5341 89 8 stated state VERB ital-5341 89 9 as as ADP ital-5341 89 10 “ " PUNCT ital-5341 89 11 the the DET ital-5341 89 12 suspected suspect VERB ital-5341 89 13 outlier outlier NOUN ital-5341 89 14 is be AUX ital-5341 89 15 not not PART ital-5341 89 16 an an DET ital-5341 89 17 outlier outlier NOUN ital-5341 89 18 . . PUNCT ital-5341 89 19 ” " PUNCT ital-5341 90 1 the the DET ital-5341 90 2 alternate alternate ADJ ital-5341 90 3 hypothesis hypothesis NOUN ital-5341 90 4 can can AUX ital-5341 90 5 then then ADV ital-5341 90 6 be be AUX ital-5341 90 7 stated state VERB ital-5341 90 8 as as ADP ital-5341 90 9 “ " PUNCT ital-5341 90 10 the the DET ital-5341 90 11 suspected suspect VERB ital-5341 90 12 outlier outlier NOUN ital-5341 90 13 is be AUX ital-5341 90 14 an an DET ital-5341 90 15 outlier outlier NOUN ital-5341 90 16 . . PUNCT ital-5341 90 17 ” " PUNCT ital-5341 91 1 therefore therefore ADV ital-5341 91 2 if if SCONJ ital-5341 91 3 the the DET ital-5341 91 4 null null ADJ ital-5341 91 5 hypothesis hypothesis NOUN ital-5341 91 6 is be AUX ital-5341 91 7 rejected reject VERB ital-5341 91 8 . . PUNCT ital-5341 92 1 then then ADV ital-5341 92 2 the the DET ital-5341 92 3 suspected suspect VERB ital-5341 92 4 outlier outlier NOUN ital-5341 92 5 is be AUX ital-5341 92 6 to to PART ital-5341 92 7 be be AUX ital-5341 92 8 considered consider VERB ital-5341 92 9 , , PUNCT ital-5341 92 10 in in ADP ital-5341 92 11 fact fact NOUN ital-5341 92 12 , , PUNCT ital-5341 92 13 to to PART ital-5341 92 14 be be AUX ital-5341 92 15 an an DET ital-5341 92 16 outlier outlier NOUN ital-5341 92 17 . . PUNCT ital-5341 93 1 verma verma PROPN ital-5341 93 2 and and CCONJ ital-5341 93 3 quiroz quiroz ADJ ital-5341 93 4 - - PUNCT ital-5341 93 5 ruiz ruiz NOUN ital-5341 93 6 have have AUX ital-5341 93 7 calculated calculate VERB ital-5341 93 8 the the DET ital-5341 93 9 critical critical ADJ ital-5341 93 10 value value NOUN ital-5341 93 11 for for ADP ital-5341 93 12 q q NOUN ital-5341 93 13 for for ADP ital-5341 93 14 a a DET ital-5341 93 15 sample sample NOUN ital-5341 93 16 size size NOUN ital-5341 93 17 of of ADP ital-5341 93 18 48 48 NUM ital-5341 93 19 and and CCONJ ital-5341 93 20 at at ADP ital-5341 93 21 a a DET ital-5341 93 22 95 95 NUM ital-5341 93 23 percent percent NOUN ital-5341 93 24 confidence confidence NOUN ital-5341 93 25 level level NOUN ital-5341 93 26 to to PART ital-5341 93 27 be be AUX ital-5341 93 28 qcritical qcritical ADJ ital-5341 93 29 = = PUNCT ital-5341 93 30 0.2241.36 0.2241.36 X ital-5341 93 31 although although SCONJ ital-5341 93 32 operating operate VERB ital-5341 93 33 at at ADP ital-5341 93 34 a a DET ital-5341 93 35 99 99 NUM ital-5341 93 36 percent percent NOUN ital-5341 93 37 confidence confidence NOUN ital-5341 93 38 level level NOUN ital-5341 93 39 is be AUX ital-5341 93 40 a a DET ital-5341 93 41 more more ADV ital-5341 93 42 conservative conservative ADJ ital-5341 93 43 approach approach NOUN ital-5341 93 44 , , PUNCT ital-5341 93 45 it it PRON ital-5341 93 46 increases increase VERB ital-5341 93 47 the the DET ital-5341 93 48 likelihood likelihood NOUN ital-5341 93 49 of of ADP ital-5341 93 50 retaining retain VERB ital-5341 93 51 a a DET ital-5341 93 52 value value NOUN ital-5341 93 53 that that PRON ital-5341 93 54 contains contain VERB ital-5341 93 55 an an DET ital-5341 93 56 error.37 error.37 ADV ital-5341 93 57 operating operate VERB ital-5341 93 58 at at ADP ital-5341 93 59 a a DET ital-5341 93 60 95 95 NUM ital-5341 93 61 percent percent NOUN ital-5341 93 62 confidence confidence NOUN ital-5341 93 63 level level NOUN ital-5341 93 64 provides provide VERB ital-5341 93 65 a a DET ital-5341 93 66 reasonable reasonable ADJ ital-5341 93 67 compromise.38 compromise.38 NOUN ital-5341 93 68 if if SCONJ ital-5341 93 69 the the DET ital-5341 93 70 calculated calculated ADJ ital-5341 93 71 value value NOUN ital-5341 93 72 is be AUX ital-5341 93 73 greater great ADJ ital-5341 93 74 than than ADP ital-5341 93 75 the the DET ital-5341 93 76 critical critical ADJ ital-5341 93 77 value value NOUN ital-5341 93 78 , , PUNCT ital-5341 93 79 then then ADV ital-5341 93 80 the the DET ital-5341 93 81 suspected suspect VERB ital-5341 93 82 outlier outlier NOUN ital-5341 93 83 is be AUX ital-5341 93 84 confirmed confirm VERB ital-5341 93 85 to to PART ital-5341 93 86 be be AUX ital-5341 93 87 an an DET ital-5341 93 88 outlier outlier NOUN ital-5341 93 89 . . PUNCT ital-5341 94 1 therefore therefore ADV ital-5341 94 2 , , PUNCT ital-5341 94 3 testing testing NOUN ital-5341 94 4 for for ADP ital-5341 94 5 the the DET ital-5341 94 6 suspected suspect VERB ital-5341 94 7 outlier outlier NOUN ital-5341 94 8 of of ADP ital-5341 94 9 15,124 15,124 NUM ital-5341 94 10 , , PUNCT ital-5341 94 11 the the DET ital-5341 94 12 q q NOUN ital-5341 94 13 value value NOUN ital-5341 94 14 was be AUX ital-5341 94 15 calculated calculate VERB ital-5341 94 16 to to PART ital-5341 94 17 be be AUX ital-5341 94 18 qvalue qvalue ADJ ital-5341 94 19 = = NOUN ital-5341 94 20 0.9581 0.9581 NUM ital-5341 94 21 . . PUNCT ital-5341 95 1 with with ADP ital-5341 95 2 q0.9581 q0.9581 X ital-5341 95 3 > > X ital-5341 95 4 q0.2241 q0.2241 NUM ital-5341 95 5 , , PUNCT ital-5341 95 6 the the DET ital-5341 95 7 null null ADJ ital-5341 95 8 hypothesis hypothesis NOUN ital-5341 95 9 is be AUX ital-5341 95 10 rejected reject VERB ital-5341 95 11 and and CCONJ ital-5341 95 12 it it PRON ital-5341 95 13 must must AUX ital-5341 95 14 be be AUX ital-5341 95 15 accepted accept VERB ital-5341 95 16 that that SCONJ ital-5341 95 17 15,123 15,123 NUM ital-5341 95 18 is be AUX ital-5341 95 19 an an DET ital-5341 95 20 outlier outlier NOUN ital-5341 95 21 . . PUNCT ital-5341 96 1 once once SCONJ ital-5341 96 2 it it PRON ital-5341 96 3 is be AUX ital-5341 96 4 determined determine VERB ital-5341 96 5 with with ADP ital-5341 96 6 statistical statistical ADJ ital-5341 96 7 certainty certainty NOUN ital-5341 96 8 that that SCONJ ital-5341 96 9 the the DET ital-5341 96 10 suspected suspect VERB ital-5341 96 11 outlier outlier NOUN ital-5341 96 12 is be AUX ital-5341 96 13 indeed indeed ADV ital-5341 96 14 an an DET ital-5341 96 15 outlier outlier NOUN ital-5341 96 16 , , PUNCT ital-5341 96 17 it it PRON ital-5341 96 18 needs need VERB ital-5341 96 19 to to PART ital-5341 96 20 be be AUX ital-5341 96 21 replaced replace VERB ital-5341 96 22 with with ADP ital-5341 96 23 the the DET ital-5341 96 24 median median NOUN ital-5341 96 25 calculated calculate VERB ital-5341 96 26 from from ADP ital-5341 96 27 all all DET ital-5341 96 28 values value NOUN ital-5341 96 29 found find VERB ital-5341 96 30 in in ADP ital-5341 96 31 dataset dataset NOUN ital-5341 96 32 2 2 NUM ital-5341 96 33 . . PUNCT ital-5341 96 34 for for ADP ital-5341 96 35 the the DET ital-5341 96 36 case case NOUN ital-5341 96 37 of of ADP ital-5341 96 38 polymer polymer NOUN ital-5341 96 39 , , PUNCT ital-5341 96 40 the the DET ital-5341 96 41 median median NOUN ital-5341 96 42 was be AUX ital-5341 96 43 calculated calculate VERB ital-5341 96 44 to to PART ital-5341 96 45 be be AUX ital-5341 96 46 27 27 NUM ital-5341 96 47 from from ADP ital-5341 96 48 all all DET ital-5341 96 49 values value NOUN ital-5341 96 50 in in ADP ital-5341 96 51 table table NOUN ital-5341 97 1 2 2 NUM ital-5341 97 2 . . PUNCT ital-5341 97 3 replacing replace VERB ital-5341 97 4 an an DET ital-5341 97 5 outlier outlier NOUN ital-5341 97 6 with with ADP ital-5341 97 7 the the DET ital-5341 97 8 median median NOUN ital-5341 97 9 to to PART ital-5341 97 10 accommodate accommodate VERB ital-5341 97 11 the the DET ital-5341 97 12 data datum NOUN ital-5341 97 13 has have AUX ital-5341 97 14 been be AUX ital-5341 97 15 proven prove VERB ital-5341 97 16 to to PART ital-5341 97 17 be be AUX ital-5341 97 18 quite quite ADV ital-5341 97 19 effective effective ADJ ital-5341 97 20 in in ADP ital-5341 97 21 dealing deal VERB ital-5341 97 22 with with ADP ital-5341 97 23 outliers outlier NOUN ital-5341 97 24 by by ADP ital-5341 97 25 introducing introduce VERB ital-5341 97 26 less less ADJ ital-5341 97 27 distortion distortion NOUN ital-5341 97 28 to to ADP ital-5341 97 29 that that PRON ital-5341 97 30 dataset.39 dataset.39 VERB ital-5341 97 31 extreme extreme ADJ ital-5341 97 32 values value NOUN ital-5341 97 33 are be AUX ital-5341 97 34 therefore therefore ADV ital-5341 97 35 replaced replace VERB ital-5341 97 36 with with ADP ital-5341 97 37 values value NOUN ital-5341 97 38 more more ADV ital-5341 97 39 consistent consistent ADJ ital-5341 97 40 with with ADP ital-5341 97 41 the the DET ital-5341 97 42 rest rest NOUN ital-5341 97 43 of of ADP ital-5341 97 44 the the DET ital-5341 97 45 data.40 data.40 PROPN ital-5341 97 46 january january PROPN ital-5341 97 47 february february PROPN ital-5341 97 48 march march PROPN ital-5341 97 49 april april PROPN ital-5341 97 50 may may AUX ital-5341 97 51 june june PROPN ital-5341 97 52 july july PROPN ital-5341 97 53 august august PROPN ital-5341 97 54 september september PROPN ital-5341 97 55 october october PROPN ital-5341 97 56 november november PROPN ital-5341 97 57 december december PROPN ital-5341 97 58 polymer polymer NOUN ital-5341 97 59 2009 2009 NUM ital-5341 97 60 27 27 NUM ital-5341 97 61 14 14 NUM ital-5341 97 62 35 35 NUM ital-5341 97 63 22 22 NUM ital-5341 97 64 15 15 NUM ital-5341 97 65 28 28 NUM ital-5341 97 66 24 24 NUM ital-5341 97 67 19 19 NUM ital-5341 97 68 11 11 NUM ital-5341 97 69 8 8 NUM ital-5341 97 70 13 13 NUM ital-5341 97 71 7 7 NUM ital-5341 97 72 polymer polymer NOUN ital-5341 97 73 2010 2010 NUM ital-5341 97 74 12 12 NUM ital-5341 97 75 15 15 NUM ital-5341 97 76 26 26 NUM ital-5341 97 77 33 33 NUM ital-5341 97 78 38 38 NUM ital-5341 97 79 64 64 NUM ital-5341 97 80 39 39 NUM ital-5341 97 81 5 5 NUM ital-5341 97 82 13 13 NUM ital-5341 97 83 27 27 NUM ital-5341 97 84 109 109 NUM ital-5341 97 85 44 44 NUM ital-5341 97 86 polymer polymer NOUN ital-5341 97 87 2011 2011 NUM ital-5341 97 88 113 113 NUM ital-5341 97 89 159 159 NUM ital-5341 97 90 638 638 NUM ital-5341 97 91 345 345 NUM ital-5341 97 92 52 52 NUM ital-5341 97 93 57 57 NUM ital-5341 97 94 94 94 NUM ital-5341 97 95 70 70 NUM ital-5341 97 96 39 39 NUM ital-5341 97 97 36 36 NUM ital-5341 97 98 221 221 NUM ital-5341 97 99 65 65 NUM ital-5341 97 100 polymer polymer NOUN ital-5341 97 101 2012 2012 NUM ital-5341 97 102 130 130 NUM ital-5341 97 103 4 4 NUM ital-5341 97 104 98 98 NUM ital-5341 97 105 24 24 NUM ital-5341 97 106 27 27 NUM ital-5341 97 107 18 18 NUM ital-5341 97 108 13 13 NUM ital-5341 97 109 16 16 NUM ital-5341 97 110 18 18 NUM ital-5341 97 111 25 25 NUM ital-5341 97 112 9 9 NUM ital-5341 97 113 5 5 NUM ital-5341 97 114 table table NOUN ital-5341 97 115 3 3 NUM ital-5341 97 116 . . PUNCT ital-5341 98 1 the the DET ital-5341 98 2 identified identify VERB ital-5341 98 3 outlier outlier NOUN ital-5341 98 4 is be AUX ital-5341 98 5 replaced replace VERB ital-5341 98 6 with with ADP ital-5341 98 7 the the DET ital-5341 98 8 median median NOUN ital-5341 98 9 ( ( PUNCT ital-5341 98 10 highlighted highlight VERB ital-5341 98 11 in in ADP ital-5341 98 12 bold bold NOUN ital-5341 98 13 ) ) PUNCT ital-5341 98 14 . . PUNCT ital-5341 99 1 the the DET ital-5341 99 2 importance importance NOUN ital-5341 99 3 of of ADP ital-5341 99 4 identifying identify VERB ital-5341 99 5 and and CCONJ ital-5341 99 6 accommodating accommodate VERB ital-5341 99 7 e e NOUN ital-5341 99 8 - - NOUN ital-5341 99 9 resources resource NOUN ital-5341 99 10 usage usage NOUN ital-5341 99 11 data datum NOUN ital-5341 99 12 for for ADP ital-5341 99 13 the the DET ital-5341 99 14 presence presence NOUN ital-5341 99 15 of of ADP ital-5341 99 16 outliers outlier NOUN ital-5341 99 17 | | VERB ital-5341 100 1 lamothe lamothe DET ital-5341 100 2 37 37 NUM ital-5341 100 3 table table NOUN ital-5341 100 4 3 3 NUM ital-5341 100 5 represents represent VERB ital-5341 100 6 the the DET ital-5341 100 7 number number NOUN ital-5341 100 8 of of ADP ital-5341 100 9 full full ADJ ital-5341 100 10 - - PUNCT ital-5341 100 11 text text NOUN ital-5341 100 12 articles article NOUN ital-5341 100 13 downloaded download VERB ital-5341 100 14 for for ADP ital-5341 100 15 polymer polymer NOUN ital-5341 100 16 after after SCONJ ital-5341 100 17 the the DET ital-5341 100 18 outlier outlier NOUN ital-5341 100 19 had have AUX ital-5341 100 20 been be AUX ital-5341 100 21 replaced replace VERB ital-5341 100 22 with with ADP ital-5341 100 23 the the DET ital-5341 100 24 median median NOUN ital-5341 100 25 . . PUNCT ital-5341 101 1 the the DET ital-5341 101 2 confirmed confirmed ADJ ital-5341 101 3 outlier outlier NOUN ital-5341 101 4 of of ADP ital-5341 101 5 15,123 15,123 NUM ital-5341 101 6 articles article NOUN ital-5341 101 7 downloaded download VERB ital-5341 101 8 recorded record VERB ital-5341 101 9 in in ADP ital-5341 101 10 october october PROPN ital-5341 101 11 2010 2010 NUM ital-5341 101 12 is be AUX ital-5341 101 13 replaced replace VERB ital-5341 101 14 with with ADP ital-5341 101 15 the the DET ital-5341 101 16 median median NOUN ital-5341 101 17 of of ADP ital-5341 101 18 27 27 NUM ital-5341 101 19 , , PUNCT ital-5341 101 20 highlighted highlight VERB ital-5341 101 21 in in ADP ital-5341 101 22 bold bold NOUN ital-5341 101 23 . . PUNCT ital-5341 102 1 this this PRON ital-5341 102 2 then then ADV ital-5341 102 3 becomes become VERB ital-5341 102 4 the the DET ital-5341 102 5 accepted accepted ADJ ital-5341 102 6 value value NOUN ital-5341 102 7 for for ADP ital-5341 102 8 the the DET ital-5341 102 9 number number NOUN ital-5341 102 10 of of ADP ital-5341 102 11 articles article NOUN ital-5341 102 12 downloaded download VERB ital-5341 102 13 from from ADP ital-5341 102 14 polymer polymer NOUN ital-5341 102 15 in in ADP ital-5341 102 16 october october PROPN ital-5341 102 17 2010 2010 NUM ital-5341 102 18 . . PUNCT ital-5341 103 1 the the DET ital-5341 103 2 outlier outlier NOUN ital-5341 103 3 is be AUX ital-5341 103 4 discarded discard VERB ital-5341 103 5 . . PUNCT ital-5341 104 1 the the DET ital-5341 104 2 new new ADJ ital-5341 104 3 value value NOUN ital-5341 104 4 of of ADP ital-5341 104 5 27 27 NUM ital-5341 104 6 articles article NOUN ital-5341 104 7 downloaded download VERB ital-5341 104 8 in in ADP ital-5341 104 9 october october PROPN ital-5341 104 10 2010 2010 NUM ital-5341 104 11 replaces replace VERB ital-5341 104 12 the the DET ital-5341 104 13 extreme extreme ADJ ital-5341 104 14 value value NOUN ital-5341 104 15 of of ADP ital-5341 104 16 15,123 15,123 NUM ital-5341 104 17 in in ADP ital-5341 104 18 the the DET ital-5341 104 19 original original ADJ ital-5341 104 20 2010 2010 NUM ital-5341 104 21 jr1 jr1 NOUN ital-5341 104 22 report report NOUN ital-5341 104 23 ( ( PUNCT ital-5341 104 24 see see VERB ital-5341 104 25 table table NOUN ital-5341 104 26 4 4 NUM ital-5341 104 27 ) ) PUNCT ital-5341 104 28 . . PUNCT ital-5341 105 1 this this PRON ital-5341 105 2 is be AUX ital-5341 105 3 the the DET ital-5341 105 4 final final ADJ ital-5341 105 5 step step NOUN ital-5341 105 6 . . PUNCT ital-5341 106 1 january january PROPN ital-5341 106 2 february february PROPN ital-5341 106 3 march march PROPN ital-5341 106 4 april april PROPN ital-5341 106 5 may may AUX ital-5341 106 6 june june PROPN ital-5341 106 7 july july PROPN ital-5341 106 8 august august PROPN ital-5341 106 9 september september PROPN ital-5341 106 10 october october PROPN ital-5341 106 11 november november PROPN ital-5341 106 12 december december PROPN ital-5341 106 13 polymer polymer NOUN ital-5341 106 14 12 12 NUM ital-5341 106 15 15 15 NUM ital-5341 106 16 26 26 NUM ital-5341 106 17 33 33 NUM ital-5341 106 18 38 38 NUM ital-5341 106 19 64 64 NUM ital-5341 106 20 39 39 NUM ital-5341 106 21 5 5 NUM ital-5341 106 22 13 13 NUM ital-5341 106 23 27 27 NUM ital-5341 106 24 109 109 NUM ital-5341 106 25 44 44 NUM ital-5341 106 26 surface surface NOUN ital-5341 106 27 and and CCONJ ital-5341 106 28 coatings coating NOUN ital-5341 106 29 technology technology NOUN ital-5341 106 30 3 3 NUM ital-5341 106 31 1 1 NUM ital-5341 106 32 2 2 NUM ital-5341 106 33 1 1 NUM ital-5341 106 34 22 22 NUM ital-5341 106 35 17 17 NUM ital-5341 106 36 17 17 NUM ital-5341 106 37 0 0 NUM ital-5341 106 38 12 12 NUM ital-5341 106 39 3,771 3,771 NUM ital-5341 106 40 5,428 5,428 NUM ital-5341 106 41 601 601 NUM ital-5341 106 42 international international ADJ ital-5341 106 43 journal journal NOUN ital-5341 106 44 of of ADP ital-5341 106 45 radiation radiation NOUN ital-5341 106 46 oncology oncology NOUN ital-5341 106 47 11 11 NUM ital-5341 106 48 18 18 NUM ital-5341 106 49 35 35 NUM ital-5341 106 50 22 22 NUM ital-5341 106 51 17 17 NUM ital-5341 106 52 6,436 6,436 NUM ital-5341 106 53 176 176 NUM ital-5341 106 54 13 13 NUM ital-5341 106 55 25 25 NUM ital-5341 106 56 29 29 NUM ital-5341 106 57 24 24 NUM ital-5341 106 58 19 19 NUM ital-5341 106 59 journal journal NOUN ital-5341 106 60 of of ADP ital-5341 106 61 catalysis catalysis NOUN ital-5341 106 62 0 0 NUM ital-5341 107 1 1 1 NUM ital-5341 107 2 5 5 NUM ital-5341 107 3 1 1 NUM ital-5341 107 4 2 2 NUM ital-5341 107 5 2 2 NUM ital-5341 107 6 16 16 NUM ital-5341 107 7 4 4 NUM ital-5341 107 8 0 0 NUM ital-5341 107 9 2 2 NUM ital-5341 107 10 6,693 6,693 NUM ital-5341 107 11 1 1 NUM ital-5341 107 12 table table NOUN ital-5341 107 13 4 4 NUM ital-5341 107 14 . . X ital-5341 107 15 sample sample NOUN ital-5341 107 16 from from ADP ital-5341 107 17 a a DET ital-5341 107 18 2010 2010 NUM ital-5341 107 19 jr1 jr1 NOUN ital-5341 107 20 counter counter NOUN ital-5341 107 21 - - ADJ ital-5341 107 22 compliant compliant ADJ ital-5341 107 23 report report NOUN ital-5341 107 24 indicating indicate VERB ital-5341 107 25 the the DET ital-5341 107 26 number number NOUN ital-5341 107 27 of of ADP ital-5341 107 28 articles article NOUN ital-5341 107 29 downloaded download VERB ital-5341 107 30 per per ADP ital-5341 107 31 journal journal NOUN ital-5341 107 32 over over ADP ital-5341 107 33 a a DET ital-5341 107 34 twelve twelve NUM ital-5341 107 35 - - PUNCT ital-5341 107 36 month month NOUN ital-5341 107 37 period period NOUN ital-5341 107 38 . . PUNCT ital-5341 108 1 polymer polymer PROPN ital-5341 108 2 ’s ’s ADV ital-5341 108 3 identified identify VERB ital-5341 108 4 outlier outlier NOUN ital-5341 108 5 is be AUX ital-5341 108 6 replaced replace VERB ital-5341 108 7 with with ADP ital-5341 108 8 the the DET ital-5341 108 9 median median NOUN ital-5341 108 10 calculated calculate VERB ital-5341 108 11 from from ADP ital-5341 108 12 table table NOUN ital-5341 108 13 2 2 NUM ital-5341 108 14 ( ( PUNCT ital-5341 108 15 highlighted highlight VERB ital-5341 108 16 in in ADP ital-5341 108 17 bold bold NOUN ital-5341 108 18 ) ) PUNCT ital-5341 108 19 . . PUNCT ital-5341 109 1 once once ADV ital-5341 109 2 the the DET ital-5341 109 3 first first ADJ ital-5341 109 4 outlier outlier NOUN ital-5341 109 5 is be AUX ital-5341 109 6 corrected correct VERB ital-5341 109 7 , , PUNCT ital-5341 109 8 the the DET ital-5341 109 9 same same ADJ ital-5341 109 10 procedures procedure NOUN ital-5341 109 11 need need VERB ital-5341 109 12 to to PART ital-5341 109 13 be be AUX ital-5341 109 14 followed follow VERB ital-5341 109 15 for for ADP ital-5341 109 16 the the DET ital-5341 109 17 other other ADJ ital-5341 109 18 suspected suspect VERB ital-5341 109 19 outliers outlier NOUN ital-5341 109 20 highlighted highlight VERB ital-5341 109 21 in in ADP ital-5341 109 22 table table NOUN ital-5341 109 23 1 1 NUM ital-5341 109 24 . . PUNCT ital-5341 110 1 if if SCONJ ital-5341 110 2 it it PRON ital-5341 110 3 is be AUX ital-5341 110 4 determined determined ADJ ital-5341 110 5 that that SCONJ ital-5341 110 6 they they PRON ital-5341 110 7 are be AUX ital-5341 110 8 outliers outlier NOUN ital-5341 110 9 , , PUNCT ital-5341 110 10 they they PRON ital-5341 110 11 are be AUX ital-5341 110 12 replaced replace VERB ital-5341 110 13 with with ADP ital-5341 110 14 their their PRON ital-5341 110 15 associated associate VERB ital-5341 110 16 median median ADJ ital-5341 110 17 values value NOUN ital-5341 110 18 . . PUNCT ital-5341 111 1 although although SCONJ ital-5341 111 2 the the DET ital-5341 111 3 steps step NOUN ital-5341 111 4 and and CCONJ ital-5341 111 5 calculations calculation NOUN ital-5341 111 6 used use VERB ital-5341 111 7 to to PART ital-5341 111 8 identify identify VERB ital-5341 111 9 and and CCONJ ital-5341 111 10 correct correct ADJ ital-5341 111 11 for for ADP ital-5341 111 12 outliers outlier NOUN ital-5341 111 13 are be AUX ital-5341 111 14 relatively relatively ADV ital-5341 111 15 simple simple ADJ ital-5341 111 16 to to PART ital-5341 111 17 follow follow VERB ital-5341 111 18 , , PUNCT ital-5341 111 19 it it PRON ital-5341 111 20 is be AUX ital-5341 111 21 admittedly admittedly ADV ital-5341 111 22 a a DET ital-5341 111 23 very very ADV ital-5341 111 24 lengthy lengthy ADJ ital-5341 111 25 and and CCONJ ital-5341 111 26 timeconsuming timeconsuming ADJ ital-5341 111 27 process process NOUN ital-5341 111 28 . . PUNCT ital-5341 112 1 but but CCONJ ital-5341 112 2 in in ADP ital-5341 112 3 the the DET ital-5341 112 4 end end NOUN ital-5341 112 5 , , PUNCT ital-5341 112 6 it it PRON ital-5341 112 7 is be AUX ital-5341 112 8 well well ADV ital-5341 112 9 worth worth ADJ ital-5341 112 10 the the DET ital-5341 112 11 effort effort NOUN ital-5341 112 12 . . PUNCT ital-5341 113 1 results result NOUN ital-5341 113 2 and and CCONJ ital-5341 113 3 discussion discussion NOUN ital-5341 113 4 table table NOUN ital-5341 113 5 5 5 NUM ital-5341 113 6 details detail NOUN ital-5341 113 7 the the DET ital-5341 113 8 changes change NOUN ital-5341 113 9 in in ADP ital-5341 113 10 the the DET ital-5341 113 11 overall overall ADJ ital-5341 113 12 number number NOUN ital-5341 113 13 of of ADP ital-5341 113 14 articles article NOUN ital-5341 113 15 downloaded download VERB ital-5341 113 16 from from ADP ital-5341 113 17 j. j. PROPN ital-5341 113 18 n. n. PROPN ital-5341 113 19 desmarais desmarais PROPN ital-5341 113 20 library library PROPN ital-5341 113 21 e e PROPN ital-5341 113 22 - - NOUN ital-5341 113 23 journals journal NOUN ital-5341 113 24 that that PRON ital-5341 113 25 resulted result VERB ital-5341 113 26 from from ADP ital-5341 113 27 the the DET ital-5341 113 28 elimination elimination NOUN ital-5341 113 29 of of ADP ital-5341 113 30 outliers outlier NOUN ital-5341 113 31 . . PUNCT ital-5341 114 1 the the DET ital-5341 114 2 column column NOUN ital-5341 114 3 titled title VERB ital-5341 114 4 “ " PUNCT ital-5341 114 5 recorded record VERB ital-5341 114 6 downloads download NOUN ital-5341 114 7 ” " PUNCT ital-5341 114 8 details detail NOUN ital-5341 114 9 the the DET ital-5341 114 10 number number NOUN ital-5341 114 11 of of ADP ital-5341 114 12 articles article NOUN ital-5341 114 13 downloaded download VERB ital-5341 114 14 between between ADP ital-5341 114 15 2000 2000 NUM ital-5341 114 16 and and CCONJ ital-5341 114 17 2012 2012 NUM ital-5341 114 18 , , PUNCT ital-5341 114 19 inclusively inclusively ADV ital-5341 114 20 , , PUNCT ital-5341 114 21 prior prior ADV ital-5341 114 22 to to ADP ital-5341 114 23 outlier outli ADJ ital-5341 114 24 testing testing NOUN ital-5341 114 25 . . PUNCT ital-5341 115 1 the the DET ital-5341 115 2 column column NOUN ital-5341 115 3 titled title VERB ital-5341 115 4 “ " PUNCT ital-5341 115 5 corrected correct VERB ital-5341 115 6 downloads download NOUN ital-5341 115 7 ” " PUNCT ital-5341 115 8 represents represent VERB ital-5341 115 9 the the DET ital-5341 115 10 number number NOUN ital-5341 115 11 of of ADP ital-5341 115 12 articles article NOUN ital-5341 115 13 downloaded download VERB ital-5341 115 14 during during ADP ital-5341 115 15 the the DET ital-5341 115 16 same same ADJ ital-5341 115 17 period period NOUN ital-5341 115 18 of of ADP ital-5341 115 19 time time NOUN ital-5341 115 20 but but CCONJ ital-5341 115 21 after after SCONJ ital-5341 115 22 the the DET ital-5341 115 23 outliers outlier NOUN ital-5341 115 24 had have AUX ital-5341 115 25 been be AUX ital-5341 115 26 positively positively ADV ital-5341 115 27 identified identify VERB ital-5341 115 28 and and CCONJ ital-5341 115 29 the the DET ital-5341 115 30 data datum NOUN ital-5341 115 31 cleaned clean VERB ital-5341 115 32 . . PUNCT ital-5341 116 1 the the DET ital-5341 116 2 affected affected ADJ ital-5341 116 3 values value NOUN ital-5341 116 4 are be AUX ital-5341 116 5 highlighted highlight VERB ital-5341 116 6 in in ADP ital-5341 116 7 bold bold ADJ ital-5341 116 8 . . PUNCT ital-5341 117 1 information information NOUN ital-5341 117 2 technology technology NOUN ital-5341 117 3 and and CCONJ ital-5341 117 4 libraries library NOUN ital-5341 117 5 | | NOUN ital-5341 117 6 june june PROPN ital-5341 117 7 2014 2014 NUM ital-5341 117 8 38 38 NUM ital-5341 117 9 year year NOUN ital-5341 117 10 recorded record VERB ital-5341 117 11 downloads download NOUN ital-5341 117 12 corrected correct VERB ital-5341 117 13 downloads download NOUN ital-5341 117 14 2000 2000 NUM ital-5341 117 15 806 806 NUM ital-5341 117 16 806 806 NUM ital-5341 117 17 2001 2001 NUM ital-5341 117 18 1034 1034 NUM ital-5341 117 19 1034 1034 NUM ital-5341 117 20 2002 2002 NUM ital-5341 117 21 1015 1015 NUM ital-5341 117 22 1015 1015 NUM ital-5341 117 23 2003 2003 NUM ital-5341 117 24 4890 4890 NUM ital-5341 117 25 4890 4890 NUM ital-5341 117 26 2004 2004 NUM ital-5341 117 27 72841 72841 NUM ital-5341 117 28 72841 72841 NUM ital-5341 117 29 2005 2005 NUM ital-5341 117 30 251335 251335 NUM ital-5341 117 31 251335 251335 NUM ital-5341 117 32 2006 2006 NUM ital-5341 117 33 640759 640759 NUM ital-5341 117 34 640759 640759 NUM ital-5341 117 35 2007 2007 NUM ital-5341 117 36 731334 731334 NUM ital-5341 117 37 731334 731334 NUM ital-5341 117 38 2008 2008 NUM ital-5341 117 39 710043 710043 NUM ital-5341 117 40 710043 710043 NUM ital-5341 117 41 2009 2009 NUM ital-5341 117 42 725019 725019 NUM ital-5341 117 43 725019 725019 NUM ital-5341 117 44 2010 2010 NUM ital-5341 117 45 857360 857360 NUM ital-5341 117 46 757564 757564 NUM ital-5341 117 47 2011 2011 NUM ital-5341 117 48 869651 869651 NUM ital-5341 117 49 696973 696973 NUM ital-5341 117 50 2012 2012 NUM ital-5341 117 51 716890 716890 NUM ital-5341 117 52 716890 716890 NUM ital-5341 117 53 table table NOUN ital-5341 117 54 5 5 NUM ital-5341 117 55 . . PUNCT ital-5341 117 56 comparison comparison NOUN ital-5341 117 57 of of ADP ital-5341 117 58 the the DET ital-5341 117 59 recorded recorded ADJ ital-5341 117 60 number number NOUN ital-5341 117 61 of of ADP ital-5341 117 62 articles article NOUN ital-5341 117 63 downloaded download VERB ital-5341 117 64 to to ADP ital-5341 117 65 the the DET ital-5341 117 66 corrected correct VERB ital-5341 117 67 number number NOUN ital-5341 117 68 of of ADP ital-5341 117 69 articles article NOUN ital-5341 117 70 downloaded download VERB ital-5341 117 71 , , PUNCT ital-5341 117 72 over over ADP ital-5341 117 73 a a DET ital-5341 117 74 thirteen thirteen NUM ital-5341 117 75 - - PUNCT ital-5341 117 76 year year NOUN ital-5341 117 77 period period NOUN ital-5341 117 78 . . PUNCT ital-5341 118 1 all all DET ital-5341 118 2 data datum NOUN ital-5341 118 3 from from ADP ital-5341 118 4 all all DET ital-5341 118 5 available available ADJ ital-5341 118 6 years year NOUN ital-5341 118 7 were be AUX ital-5341 118 8 tested test VERB ital-5341 118 9 for for ADP ital-5341 118 10 outliers outlier NOUN ital-5341 118 11 . . PUNCT ital-5341 119 1 only only ADV ital-5341 119 2 data datum NOUN ital-5341 119 3 recorded record VERB ital-5341 119 4 in in ADP ital-5341 119 5 2010 2010 NUM ital-5341 119 6 and and CCONJ ital-5341 119 7 2011 2011 NUM ital-5341 119 8 tested test VERB ital-5341 119 9 positive positive ADJ ital-5341 119 10 for for ADP ital-5341 119 11 outliers outlier NOUN ital-5341 119 12 . . PUNCT ital-5341 120 1 replacing replace VERB ital-5341 120 2 outliers outlier NOUN ital-5341 120 3 with with ADP ital-5341 120 4 the the DET ital-5341 120 5 median median ADJ ital-5341 120 6 values value NOUN ital-5341 120 7 for for ADP ital-5341 120 8 those those DET ital-5341 120 9 affected affected ADJ ital-5341 120 10 journal journal NOUN ital-5341 120 11 titles title NOUN ital-5341 120 12 dramatically dramatically ADV ital-5341 120 13 reduced reduce VERB ital-5341 120 14 the the DET ital-5341 120 15 total total ADJ ital-5341 120 16 number number NOUN ital-5341 120 17 of of ADP ital-5341 120 18 downloaded download VERB ital-5341 120 19 articles article NOUN ital-5341 120 20 ( ( PUNCT ital-5341 120 21 see see VERB ital-5341 120 22 table table NOUN ital-5341 120 23 5 5 NUM ital-5341 120 24 ) ) PUNCT ital-5341 120 25 . . PUNCT ital-5341 121 1 between between ADP ital-5341 121 2 2007 2007 NUM ital-5341 121 3 and and CCONJ ital-5341 121 4 2009 2009 NUM ital-5341 121 5 , , PUNCT ital-5341 121 6 inclusively inclusively ADV ital-5341 121 7 , , PUNCT ital-5341 121 8 the the DET ital-5341 121 9 actual actual ADJ ital-5341 121 10 number number NOUN ital-5341 121 11 of of ADP ital-5341 121 12 full full ADJ ital-5341 121 13 - - PUNCT ital-5341 121 14 text text NOUN ital-5341 121 15 articles article NOUN ital-5341 121 16 downloaded download VERB ital-5341 121 17 recorded record VERB ital-5341 121 18 from from ADP ital-5341 121 19 the the DET ital-5341 121 20 library library NOUN ital-5341 121 21 ’s ’s PART ital-5341 121 22 e e PROPN ital-5341 121 23 - - ADJ ital-5341 121 24 journal journal NOUN ital-5341 121 25 collection collection NOUN ital-5341 121 26 totaled total VERB ital-5341 121 27 between between ADP ital-5341 121 28 731,334 731,334 NUM ital-5341 121 29 and and CCONJ ital-5341 121 30 725,019 725,019 NUM ital-5341 121 31 annually annually ADV ital-5341 121 32 ( ( PUNCT ital-5341 121 33 see see VERB ital-5341 121 34 table table NOUN ital-5341 121 35 5 5 NUM ital-5341 121 36 ) ) PUNCT ital-5341 121 37 . . PUNCT ital-5341 122 1 the the DET ital-5341 122 2 annual annual ADJ ital-5341 122 3 average average NOUN ital-5341 122 4 for for ADP ital-5341 122 5 those those DET ital-5341 122 6 three three NUM ital-5341 122 7 years year NOUN ital-5341 122 8 is be AUX ital-5341 122 9 722,132 722,132 NUM ital-5341 122 10 articles article NOUN ital-5341 122 11 downloaded download VERB ital-5341 122 12 . . PUNCT ital-5341 123 1 but but CCONJ ital-5341 123 2 in in ADP ital-5341 123 3 2010 2010 NUM ital-5341 123 4 that that PRON ital-5341 123 5 number number NOUN ital-5341 123 6 dramatically dramatically ADV ital-5341 123 7 increased increase VERB ital-5341 123 8 to to ADP ital-5341 123 9 857,360 857,360 NUM ital-5341 123 10 downloaded download VERB ital-5341 123 11 articles article NOUN ital-5341 123 12 , , PUNCT ital-5341 123 13 which which PRON ital-5341 123 14 was be AUX ital-5341 123 15 followed follow VERB ital-5341 123 16 by by ADP ital-5341 123 17 869,651 869,651 NUM ital-5341 123 18 downloaded download VERB ital-5341 123 19 articles article NOUN ital-5341 123 20 in in ADP ital-5341 123 21 2011 2011 NUM ital-5341 123 22 ( ( PUNCT ital-5341 123 23 see see VERB ital-5341 123 24 table table NOUN ital-5341 123 25 5 5 NUM ital-5341 123 26 ) ) PUNCT ital-5341 123 27 . . PUNCT ital-5341 124 1 the the DET ital-5341 124 2 elimination elimination NOUN ital-5341 124 3 of of ADP ital-5341 124 4 outliers outlier NOUN ital-5341 124 5 from from ADP ital-5341 124 6 the the DET ital-5341 124 7 2010 2010 NUM ital-5341 124 8 data datum NOUN ital-5341 124 9 resulted result VERB ital-5341 124 10 in in ADP ital-5341 124 11 the the DET ital-5341 124 12 number number NOUN ital-5341 124 13 of of ADP ital-5341 124 14 downloads download NOUN ital-5341 124 15 dropping drop VERB ital-5341 124 16 from from ADP ital-5341 124 17 857,360 857,360 NUM ital-5341 124 18 to to ADP ital-5341 124 19 757,564 757,564 NUM ital-5341 124 20 , , PUNCT ital-5341 124 21 a a DET ital-5341 124 22 difference difference NOUN ital-5341 124 23 of of ADP ital-5341 124 24 nearly nearly ADV ital-5341 124 25 99,796 99,796 NUM ital-5341 124 26 downloads download NOUN ital-5341 124 27 , , PUNCT ital-5341 124 28 or or CCONJ ital-5341 124 29 12 12 NUM ital-5341 124 30 percent percent NOUN ital-5341 124 31 . . PUNCT ital-5341 125 1 similarly similarly ADV ital-5341 125 2 , , PUNCT ital-5341 125 3 in in ADP ital-5341 125 4 2011 2011 NUM ital-5341 125 5 , , PUNCT ital-5341 125 6 the the DET ital-5341 125 7 number number NOUN ital-5341 125 8 of of ADP ital-5341 125 9 articles article NOUN ital-5341 125 10 downloaded download VERB ital-5341 125 11 decreased decrease VERB ital-5341 125 12 from from ADP ital-5341 125 13 869,651 869,651 NUM ital-5341 125 14 to to ADP ital-5341 125 15 696,973 696,973 NUM ital-5341 125 16 once once SCONJ ital-5341 125 17 outliers outlier NOUN ital-5341 125 18 were be AUX ital-5341 125 19 replaced replace VERB ital-5341 125 20 with with ADP ital-5341 125 21 median median ADJ ital-5341 125 22 values value NOUN ital-5341 125 23 . . PUNCT ital-5341 126 1 this this PRON ital-5341 126 2 represents represent VERB ital-5341 126 3 a a DET ital-5341 126 4 reduction reduction NOUN ital-5341 126 5 of of ADP ital-5341 126 6 over over ADP ital-5341 126 7 172,678 172,678 NUM ital-5341 126 8 downloaded download VERB ital-5341 126 9 articles article NOUN ital-5341 126 10 , , PUNCT ital-5341 126 11 or or CCONJ ital-5341 126 12 20 20 NUM ital-5341 126 13 percent percent NOUN ital-5341 126 14 . . PUNCT ital-5341 127 1 a a DET ital-5341 127 2 staggering staggering ADJ ital-5341 127 3 20 20 NUM ital-5341 127 4 percent percent NOUN ital-5341 127 5 of of ADP ital-5341 127 6 articles article NOUN ital-5341 127 7 downloaded download VERB ital-5341 127 8 in in ADP ital-5341 127 9 2011 2011 NUM ital-5341 127 10 can can AUX ital-5341 127 11 therefore therefore ADV ital-5341 127 12 be be AUX ital-5341 127 13 considered consider VERB ital-5341 127 14 as as ADP ital-5341 127 15 erroneous erroneous ADJ ital-5341 127 16 and and CCONJ ital-5341 127 17 , , PUNCT ital-5341 127 18 in in ADP ital-5341 127 19 all all DET ital-5341 127 20 likelihood likelihood NOUN ital-5341 127 21 , , PUNCT ital-5341 127 22 the the DET ital-5341 127 23 result result NOUN ital-5341 127 24 of of ADP ital-5341 127 25 illicit illicit ADJ ital-5341 127 26 downloading download VERB ital-5341 127 27 . . PUNCT ital-5341 128 1 figure figure NOUN ital-5341 128 2 1 1 NUM ital-5341 128 3 is be AUX ital-5341 128 4 a a DET ital-5341 128 5 graphical graphical ADJ ital-5341 128 6 representation representation NOUN ital-5341 128 7 of of ADP ital-5341 128 8 the the DET ital-5341 128 9 change change NOUN ital-5341 128 10 in in ADP ital-5341 128 11 the the DET ital-5341 128 12 number number NOUN ital-5341 128 13 of of ADP ital-5341 128 14 articles article NOUN ital-5341 128 15 downloaded download VERB ital-5341 128 16 before before ADV ital-5341 128 17 and and CCONJ ital-5341 128 18 after after ADP ital-5341 128 19 the the DET ital-5341 128 20 identification identification NOUN ital-5341 128 21 of of ADP ital-5341 128 22 outliers outlier NOUN ital-5341 128 23 and and CCONJ ital-5341 128 24 their their PRON ital-5341 128 25 replacement replacement NOUN ital-5341 128 26 by by ADP ital-5341 128 27 median median ADJ ital-5341 128 28 values value NOUN ital-5341 128 29 . . PUNCT ital-5341 129 1 the the DET ital-5341 129 2 line line NOUN ital-5341 129 3 “ " PUNCT ital-5341 129 4 recorded record VERB ital-5341 129 5 downloads download NOUN ital-5341 129 6 ” " PUNCT ital-5341 129 7 clearly clearly ADV ital-5341 129 8 indicates indicate VERB ital-5341 129 9 a a DET ital-5341 129 10 surge surge NOUN ital-5341 129 11 in in ADP ital-5341 129 12 usage usage NOUN ital-5341 129 13 between between ADP ital-5341 129 14 2010 2010 NUM ital-5341 129 15 and and CCONJ ital-5341 129 16 2011 2011 NUM ital-5341 129 17 with with ADP ital-5341 129 18 usage usage NOUN ital-5341 129 19 returning return VERB ital-5341 129 20 to to ADP ital-5341 129 21 levels level NOUN ital-5341 129 22 recorded record VERB ital-5341 129 23 prior prior ADV ital-5341 129 24 to to ADP ital-5341 129 25 the the DET ital-5341 129 26 2010 2010 NUM ital-5341 129 27 increase increase NOUN ital-5341 129 28 . . PUNCT ital-5341 130 1 the the DET ital-5341 130 2 line line NOUN ital-5341 130 3 “ " PUNCT ital-5341 130 4 corrected correct VERB ital-5341 130 5 downloads download NOUN ital-5341 130 6 ” " PUNCT ital-5341 130 7 depicts depict VERB ital-5341 130 8 a a DET ital-5341 130 9 very very ADV ital-5341 130 10 different different ADJ ital-5341 130 11 picture picture NOUN ital-5341 130 12 . . PUNCT ital-5341 131 1 the the DET ital-5341 131 2 plateau plateau NOUN ital-5341 131 3 in in ADP ital-5341 131 4 usage usage NOUN ital-5341 131 5 that that PRON ital-5341 131 6 began begin VERB ital-5341 131 7 in in ADP ital-5341 131 8 2007 2007 NUM ital-5341 131 9 continues continue VERB ital-5341 131 10 through through ADP ital-5341 131 11 2012 2012 NUM ital-5341 131 12 . . PUNCT ital-5341 132 1 evidently evidently ADV ital-5341 132 2 , , PUNCT ital-5341 132 3 the the DET ital-5341 132 4 observed observed ADJ ital-5341 132 5 spike spike NOUN ital-5341 132 6 in in ADP ital-5341 132 7 usage usage NOUN ital-5341 132 8 was be AUX ital-5341 132 9 artificial artificial ADJ ital-5341 132 10 and and CCONJ ital-5341 132 11 the the DET ital-5341 132 12 result result NOUN ital-5341 132 13 of of ADP ital-5341 132 14 the the DET ital-5341 132 15 presence presence NOUN ital-5341 132 16 of of ADP ital-5341 132 17 outliers outlier NOUN ital-5341 132 18 in in ADP ital-5341 132 19 certain certain ADJ ital-5341 132 20 datasets dataset NOUN ital-5341 132 21 . . PUNCT ital-5341 133 1 if if SCONJ ital-5341 133 2 the the DET ital-5341 133 3 data datum NOUN ital-5341 133 4 had have AUX ital-5341 133 5 not not PART ital-5341 133 6 been be AUX ital-5341 133 7 tested test VERB ital-5341 133 8 for for ADP ital-5341 133 9 outliers outlier NOUN ital-5341 133 10 , , PUNCT ital-5341 133 11 it it PRON ital-5341 133 12 would would AUX ital-5341 133 13 have have AUX ital-5341 133 14 appeared appear VERB ital-5341 133 15 that that PRON ital-5341 133 16 usage usage VERB ital-5341 133 17 the the DET ital-5341 133 18 importance importance NOUN ital-5341 133 19 of of ADP ital-5341 133 20 identifying identify VERB ital-5341 133 21 and and CCONJ ital-5341 133 22 accommodating accommodate VERB ital-5341 133 23 e e NOUN ital-5341 133 24 - - NOUN ital-5341 133 25 resources resource NOUN ital-5341 133 26 usage usage NOUN ital-5341 133 27 data datum NOUN ital-5341 133 28 for for ADP ital-5341 133 29 the the DET ital-5341 133 30 presence presence NOUN ital-5341 133 31 of of ADP ital-5341 133 32 outliers outlier NOUN ital-5341 133 33 | | VERB ital-5341 133 34 lamothe lamothe PROPN ital-5341 133 35 39 39 NUM ital-5341 133 36 had have AUX ital-5341 133 37 substantially substantially ADV ital-5341 133 38 increased increase VERB ital-5341 133 39 in in ADP ital-5341 133 40 2010 2010 NUM ital-5341 133 41 and and CCONJ ital-5341 133 42 it it PRON ital-5341 133 43 would would AUX ital-5341 133 44 have have AUX ital-5341 133 45 been be AUX ital-5341 133 46 incorrectly incorrectly ADV ital-5341 133 47 assumed assume VERB ital-5341 133 48 that that SCONJ ital-5341 133 49 usage usage NOUN ital-5341 133 50 was be AUX ital-5341 133 51 on on ADP ital-5341 133 52 the the DET ital-5341 133 53 rise rise NOUN ital-5341 133 54 once once ADV ital-5341 133 55 more more ADV ital-5341 133 56 . . PUNCT ital-5341 134 1 instead instead ADV ital-5341 134 2 , , PUNCT ital-5341 134 3 the the DET ital-5341 134 4 corrected correct VERB ital-5341 134 5 data data NOUN ital-5341 134 6 bring bring VERB ital-5341 134 7 usage usage NOUN ital-5341 134 8 levels level NOUN ital-5341 134 9 for for ADP ital-5341 134 10 2010 2010 NUM ital-5341 134 11 and and CCONJ ital-5341 134 12 2011 2011 NUM ital-5341 134 13 back back ADV ital-5341 134 14 in in ADP ital-5341 134 15 line line NOUN ital-5341 134 16 with with ADP ital-5341 134 17 the the DET ital-5341 134 18 plateau plateau NOUN ital-5341 134 19 that that PRON ital-5341 134 20 had have AUX ital-5341 134 21 begun begin VERB ital-5341 134 22 in in ADP ital-5341 134 23 2007 2007 NUM ital-5341 134 24 and and CCONJ ital-5341 134 25 reflects reflect VERB ital-5341 134 26 a a DET ital-5341 134 27 more more ADV ital-5341 134 28 realistic realistic ADJ ital-5341 134 29 picture picture NOUN ital-5341 134 30 of of ADP ital-5341 134 31 usage usage NOUN ital-5341 134 32 rates rate NOUN ital-5341 134 33 at at ADP ital-5341 134 34 laurentian laurentian ADJ ital-5341 134 35 university university PROPN ital-5341 134 36 . . PUNCT ital-5341 135 1 figure figure NOUN ital-5341 135 2 1 1 NUM ital-5341 135 3 . . PUNCT ital-5341 136 1 comparing compare VERB ital-5341 136 2 the the DET ital-5341 136 3 recorded recorded ADJ ital-5341 136 4 number number NOUN ital-5341 136 5 of of ADP ital-5341 136 6 articles article NOUN ital-5341 136 7 downloaded download VERB ital-5341 136 8 to to ADP ital-5341 136 9 the the DET ital-5341 136 10 corrected correct VERB ital-5341 136 11 number number NOUN ital-5341 136 12 of of ADP ital-5341 136 13 articles article NOUN ital-5341 136 14 downloaded download VERB ital-5341 136 15 over over ADP ital-5341 136 16 a a DET ital-5341 136 17 thirteen thirteen NUM ital-5341 136 18 - - PUNCT ital-5341 136 19 year year NOUN ital-5341 136 20 period period NOUN ital-5341 136 21 . . PUNCT ital-5341 137 1 accuracy accuracy NOUN ital-5341 137 2 in in ADP ital-5341 137 3 any any DET ital-5341 137 4 data datum NOUN ital-5341 137 5 gathering gathering NOUN ital-5341 137 6 is be AUX ital-5341 137 7 always always ADV ital-5341 137 8 extremely extremely ADV ital-5341 137 9 important important ADJ ital-5341 137 10 , , PUNCT ital-5341 137 11 but but CCONJ ital-5341 137 12 accuracy accuracy NOUN ital-5341 137 13 in in ADP ital-5341 137 14 e e NOUN ital-5341 137 15 - - ADJ ital-5341 137 16 resource resource NOUN ital-5341 137 17 usage usage NOUN ital-5341 137 18 levels level NOUN ital-5341 137 19 is be AUX ital-5341 137 20 critical critical ADJ ital-5341 137 21 for for ADP ital-5341 137 22 academic academic ADJ ital-5341 137 23 libraries library NOUN ital-5341 137 24 . . PUNCT ital-5341 138 1 academic academic ADJ ital-5341 138 2 libraries library NOUN ital-5341 138 3 having have VERB ital-5341 138 4 e e NOUN ital-5341 138 5 - - ADJ ital-5341 138 6 journal journal ADJ ital-5341 138 7 subscription subscription NOUN ital-5341 138 8 rates rate NOUN ital-5341 138 9 based base VERB ital-5341 138 10 either either CCONJ ital-5341 138 11 entirely entirely ADV ital-5341 138 12 or or CCONJ ital-5341 138 13 partly partly ADV ital-5341 138 14 on on ADP ital-5341 138 15 usage usage NOUN ital-5341 138 16 can can AUX ital-5341 138 17 be be AUX ital-5341 138 18 greatly greatly ADV ital-5341 138 19 affected affect VERB ital-5341 138 20 if if SCONJ ital-5341 138 21 usage usage NOUN ital-5341 138 22 numbers number NOUN ital-5341 138 23 have have AUX ital-5341 138 24 been be AUX ital-5341 138 25 artificially artificially ADV ital-5341 138 26 inflated inflate VERB ital-5341 138 27 . . PUNCT ital-5341 139 1 it it PRON ital-5341 139 2 can can AUX ital-5341 139 3 lead lead VERB ital-5341 139 4 to to ADP ital-5341 139 5 unnecessary unnecessary ADJ ital-5341 139 6 increases increase NOUN ital-5341 139 7 in in ADP ital-5341 139 8 cost cost NOUN ital-5341 139 9 . . PUNCT ital-5341 140 1 since since SCONJ ital-5341 140 2 it it PRON ital-5341 140 3 was be AUX ital-5341 140 4 determined determined ADJ ital-5341 140 5 that that SCONJ ital-5341 140 6 outliers outlier NOUN ital-5341 140 7 were be AUX ital-5341 140 8 present present ADJ ital-5341 140 9 only only ADV ital-5341 140 10 during during ADP ital-5341 140 11 the the DET ital-5341 140 12 period period NOUN ital-5341 140 13 in in ADP ital-5341 140 14 which which PRON ital-5341 140 15 the the DET ital-5341 140 16 library library NOUN ital-5341 140 17 had have AUX ital-5341 140 18 found find VERB ital-5341 140 19 itself itself PRON ital-5341 140 20 under under ADP ital-5341 140 21 “ " PUNCT ital-5341 140 22 attack attack NOUN ital-5341 140 23 , , PUNCT ital-5341 140 24 ” " PUNCT ital-5341 140 25 it it PRON ital-5341 140 26 can can AUX ital-5341 140 27 be be AUX ital-5341 140 28 assumed assume VERB ital-5341 140 29 that that SCONJ ital-5341 140 30 the the DET ital-5341 140 31 vast vast ADJ ital-5341 140 32 majority majority NOUN ital-5341 140 33 , , PUNCT ital-5341 140 34 if if SCONJ ital-5341 140 35 not not PART ital-5341 140 36 all all PRON ital-5341 140 37 , , PUNCT ital-5341 140 38 of of ADP ital-5341 140 39 the the DET ital-5341 140 40 extreme extreme ADJ ital-5341 140 41 usage usage NOUN ital-5341 140 42 values value NOUN ital-5341 140 43 were be AUX ital-5341 140 44 a a DET ital-5341 140 45 result result NOUN ital-5341 140 46 of of ADP ital-5341 140 47 illegal illegal ADJ ital-5341 140 48 downloading downloading NOUN ital-5341 140 49 . . PUNCT ital-5341 141 1 it it PRON ital-5341 141 2 would would AUX ital-5341 141 3 therefore therefore ADV ital-5341 141 4 be be AUX ital-5341 141 5 a a DET ital-5341 141 6 shame shame NOUN ital-5341 141 7 to to PART ital-5341 141 8 need need VERB ital-5341 141 9 to to PART ital-5341 141 10 pay pay VERB ital-5341 141 11 higher high ADJ ital-5341 141 12 costs cost NOUN ital-5341 141 13 because because SCONJ ital-5341 141 14 of of ADP ital-5341 141 15 inappropriate inappropriate ADJ ital-5341 141 16 or or CCONJ ital-5341 141 17 illegal illegal ADJ ital-5341 141 18 downloading downloading NOUN ital-5341 141 19 of of ADP ital-5341 141 20 licensed licensed ADJ ital-5341 141 21 content content NOUN ital-5341 141 22 . . PUNCT ital-5341 142 1 accurate accurate ADJ ital-5341 142 2 usage usage NOUN ital-5341 142 3 data datum NOUN ital-5341 142 4 is be AUX ital-5341 142 5 also also ADV ital-5341 142 6 important important ADJ ital-5341 142 7 for for ADP ital-5341 142 8 academic academic ADJ ital-5341 142 9 libraries library NOUN ital-5341 142 10 that that PRON ital-5341 142 11 integrate integrate VERB ital-5341 142 12 usage usage NOUN ital-5341 142 13 statistics statistic NOUN ital-5341 142 14 into into ADP ital-5341 142 15 their their PRON ital-5341 142 16 collection collection NOUN ital-5341 142 17 development development NOUN ital-5341 142 18 policy policy NOUN ital-5341 142 19 for for ADP ital-5341 142 20 the the DET ital-5341 142 21 purpose purpose NOUN ital-5341 142 22 of of ADP ital-5341 142 23 justifying justify VERB ital-5341 142 24 the the DET ital-5341 142 25 retention retention NOUN ital-5341 142 26 or or CCONJ ital-5341 142 27 cancellation cancellation NOUN ital-5341 142 28 of of ADP ital-5341 142 29 a a DET ital-5341 142 30 particular particular ADJ ital-5341 142 31 subscription subscription NOUN ital-5341 142 32 . . PUNCT ital-5341 143 1 the the DET ital-5341 143 2 j. j. PROPN ital-5341 143 3 n. n. PROPN ital-5341 143 4 desmarais desmarais PROPN ital-5341 143 5 library library PROPN ital-5341 143 6 is be AUX ital-5341 143 7 such such DET ital-5341 143 8 a a DET ital-5341 143 9 library library NOUN ital-5341 143 10 . . PUNCT ital-5341 144 1 as as SCONJ ital-5341 144 2 indicated indicate VERB ital-5341 144 3 earlier early ADV ital-5341 144 4 , , PUNCT ital-5341 144 5 if if SCONJ ital-5341 144 6 the the DET ital-5341 144 7 cost cost NOUN ital-5341 144 8 - - PUNCT ital-5341 144 9 per per ADP ital-5341 144 10 - - PUNCT ital-5341 144 11 download download NOUN ital-5341 144 12 of of ADP ital-5341 144 13 a a DET ital-5341 144 14 subscription subscription NOUN ital-5341 144 15 is be AUX ital-5341 144 16 consistently consistently ADV ital-5341 144 17 greater great ADJ ital-5341 144 18 than than ADP ital-5341 144 19 the the DET ital-5341 144 20 cost cost NOUN ital-5341 144 21 of of ADP ital-5341 144 22 an an DET ital-5341 144 23 interlibrary interlibrary ADJ ital-5341 144 24 loan loan NOUN ital-5341 144 25 for for ADP ital-5341 144 26 three three NUM ital-5341 144 27 or or CCONJ ital-5341 144 28 more more ADJ ital-5341 144 29 years year NOUN ital-5341 144 30 , , PUNCT ital-5341 144 31 it it PRON ital-5341 144 32 is be AUX ital-5341 144 33 marked mark VERB ital-5341 144 34 for for ADP ital-5341 144 35 cancellation cancellation NOUN ital-5341 144 36 . . PUNCT ital-5341 145 1 at at ADP ital-5341 145 2 the the DET ital-5341 145 3 j. j. PROPN ital-5341 145 4 n. n. PROPN ital-5341 145 5 desmarais desmarais PROPN ital-5341 145 6 library library PROPN ital-5341 145 7 , , PUNCT ital-5341 145 8 the the DET ital-5341 145 9 average average ADJ ital-5341 145 10 cost cost NOUN ital-5341 145 11 of of ADP ital-5341 145 12 an an DET ital-5341 145 13 interlibrary interlibrary ADJ ital-5341 145 14 loan loan NOUN ital-5341 145 15 had have AUX ital-5341 145 16 been be AUX ital-5341 145 17 previously previously ADV ital-5341 145 18 calculated calculate VERB ital-5341 145 19 to to PART ital-5341 145 20 be be AUX ital-5341 145 21 approximately approximately ADV ital-5341 145 22 can$15.00.42 can$15.00.42 NOUN ital-5341 145 23 therefore therefore ADV ital-5341 145 24 , , PUNCT ital-5341 145 25 subscriptions subscription NOUN ital-5341 145 26 recording record VERB ital-5341 145 27 a a DET ital-5341 145 28 “ " PUNCT ital-5341 145 29 cost cost NOUN ital-5341 145 30 - - PUNCT ital-5341 145 31 per per ADP ital-5341 145 32 - - PUNCT ital-5341 145 33 download download NOUN ital-5341 145 34 ” " PUNCT ital-5341 145 35 greater great ADJ ital-5341 145 36 than than ADP ital-5341 145 37 the the DET ital-5341 145 38 can$15.00 can$15.00 PROPN ital-5341 145 39 target target NOUN ital-5341 145 40 for for ADP ital-5341 145 41 more more ADJ ital-5341 145 42 than than ADP ital-5341 145 43 three three NUM ital-5341 145 44 years year NOUN ital-5341 145 45 can can AUX ital-5341 145 46 be be AUX ital-5341 145 47 eliminated eliminate VERB ital-5341 145 48 from from ADP ital-5341 145 49 the the DET ital-5341 145 50 collection collection NOUN ital-5341 145 51 . . PUNCT ital-5341 146 1 information information NOUN ital-5341 146 2 technology technology NOUN ital-5341 146 3 and and CCONJ ital-5341 146 4 libraries library NOUN ital-5341 146 5 | | NOUN ital-5341 146 6 june june PROPN ital-5341 146 7 2014 2014 NUM ital-5341 146 8 40 40 NUM ital-5341 146 9 any any DET ital-5341 146 10 artificial artificial ADJ ital-5341 146 11 increase increase NOUN ital-5341 146 12 in in ADP ital-5341 146 13 the the DET ital-5341 146 14 number number NOUN ital-5341 146 15 of of ADP ital-5341 146 16 downloads download NOUN ital-5341 146 17 would would AUX ital-5341 146 18 have have VERB ital-5341 146 19 as as ADP ital-5341 146 20 result result NOUN ital-5341 146 21 to to PART ital-5341 146 22 artificially artificially ADV ital-5341 146 23 lower lower VERB ital-5341 146 24 the the DET ital-5341 146 25 cost cost NOUN ital-5341 146 26 - - PUNCT ital-5341 146 27 per per ADP ital-5341 146 28 - - PUNCT ital-5341 146 29 use use NOUN ital-5341 146 30 ratio ratio NOUN ital-5341 146 31 . . PUNCT ital-5341 147 1 this this PRON ital-5341 147 2 would would AUX ital-5341 147 3 reinforce reinforce VERB ital-5341 147 4 the the DET ital-5341 147 5 illusion illusion NOUN ital-5341 147 6 that that SCONJ ital-5341 147 7 a a DET ital-5341 147 8 particular particular ADJ ital-5341 147 9 subscription subscription NOUN ital-5341 147 10 was be AUX ital-5341 147 11 used use VERB ital-5341 147 12 far far ADV ital-5341 147 13 more more ADV ital-5341 147 14 than than SCONJ ital-5341 147 15 it it PRON ital-5341 147 16 really really ADV ital-5341 147 17 was be AUX ital-5341 147 18 and and CCONJ ital-5341 147 19 lead lead VERB ital-5341 147 20 to to ADP ital-5341 147 21 the the DET ital-5341 147 22 false false ADJ ital-5341 147 23 belief belief NOUN ital-5341 147 24 that that SCONJ ital-5341 147 25 it it PRON ital-5341 147 26 would would AUX ital-5341 147 27 be be AUX ital-5341 147 28 less less ADV ital-5341 147 29 expensive expensive ADJ ital-5341 147 30 to to PART ital-5341 147 31 retain retain VERB ital-5341 147 32 rather rather ADV ital-5341 147 33 than than ADP ital-5341 147 34 rely rely VERB ital-5341 147 35 on on ADP ital-5341 147 36 interlibrary interlibrary ADJ ital-5341 147 37 loan loan NOUN ital-5341 147 38 services service NOUN ital-5341 147 39 . . PUNCT ital-5341 148 1 the the DET ital-5341 148 2 true true ADJ ital-5341 148 3 cost cost NOUN ital-5341 148 4 - - PUNCT ital-5341 148 5 per per ADP ital-5341 148 6 - - PUNCT ital-5341 148 7 use use NOUN ital-5341 148 8 ratio ratio NOUN ital-5341 148 9 may may AUX ital-5341 148 10 be be AUX ital-5341 148 11 far far ADV ital-5341 148 12 greater great ADJ ital-5341 148 13 than than SCONJ ital-5341 148 14 initially initially ADV ital-5341 148 15 calculated calculate VERB ital-5341 148 16 . . PUNCT ital-5341 149 1 the the DET ital-5341 149 2 unnecessary unnecessary ADJ ital-5341 149 3 retention retention NOUN ital-5341 149 4 of of ADP ital-5341 149 5 a a DET ital-5341 149 6 subscription subscription NOUN ital-5341 149 7 could could AUX ital-5341 149 8 prevent prevent VERB ital-5341 149 9 the the DET ital-5341 149 10 acquisition acquisition NOUN ital-5341 149 11 of of ADP ital-5341 149 12 another another PRON ital-5341 149 13 , , PUNCT ital-5341 149 14 more more ADV ital-5341 149 15 relevant relevant ADJ ital-5341 149 16 , , PUNCT ital-5341 149 17 one one NUM ital-5341 149 18 . . PUNCT ital-5341 150 1 for for ADP ital-5341 150 2 example example NOUN ital-5341 150 3 , , PUNCT ital-5341 150 4 after after ADP ital-5341 150 5 adjusting adjust VERB ital-5341 150 6 the the DET ital-5341 150 7 number number NOUN ital-5341 150 8 of of ADP ital-5341 150 9 articles article NOUN ital-5341 150 10 downloaded download VERB ital-5341 150 11 from from ADP ital-5341 150 12 sciencedirect sciencedirect NOUN ital-5341 150 13 in in ADP ital-5341 150 14 2011 2011 NUM ital-5341 150 15 , , PUNCT ital-5341 150 16 the the DET ital-5341 150 17 cost cost NOUN ital-5341 150 18 - - PUNCT ital-5341 150 19 per per ADP ital-5341 150 20 - - PUNCT ital-5341 150 21 download download NOUN ital-5341 150 22 ratio ratio NOUN ital-5341 150 23 increased increase VERB ital-5341 150 24 from from ADP ital-5341 150 25 can$0.74 can$0.74 NOUN ital-5341 150 26 to to ADP ital-5341 150 27 can$1.59 can$1.59 NOUN ital-5341 150 28 , , PUNCT ital-5341 150 29 a a DET ital-5341 150 30 53 53 NUM ital-5341 150 31 percent percent NOUN ital-5341 150 32 increase increase NOUN ital-5341 150 33 . . PUNCT ital-5341 151 1 for for ADP ital-5341 151 2 the the DET ital-5341 151 3 j. j. PROPN ital-5341 151 4 n. n. PROPN ital-5341 151 5 desmarais desmarais PROPN ital-5341 151 6 library library PROPN ital-5341 151 7 , , PUNCT ital-5341 151 8 this this DET ital-5341 151 9 package package NOUN ital-5341 151 10 was be AUX ital-5341 151 11 obviously obviously ADV ital-5341 151 12 not not PART ital-5341 151 13 in in ADP ital-5341 151 14 jeopardy jeopardy NOUN ital-5341 151 15 of of ADP ital-5341 151 16 being be AUX ital-5341 151 17 cancelled cancel VERB ital-5341 151 18 . . PUNCT ital-5341 152 1 but but CCONJ ital-5341 152 2 a a DET ital-5341 152 3 53 53 NUM ital-5341 152 4 percent percent NOUN ital-5341 152 5 change change NOUN ital-5341 152 6 in in ADP ital-5341 152 7 the the DET ital-5341 152 8 cost cost NOUN ital-5341 152 9 - - PUNCT ital-5341 152 10 per per ADP ital-5341 152 11 - - PUNCT ital-5341 152 12 use use NOUN ital-5341 152 13 ratio ratio NOUN ital-5341 152 14 for for ADP ital-5341 152 15 borderline borderline NOUN ital-5341 152 16 subscriptions subscription NOUN ital-5341 152 17 would would AUX ital-5341 152 18 definitely definitely ADV ital-5341 152 19 have have AUX ital-5341 152 20 been be AUX ital-5341 152 21 affected affect VERB ital-5341 152 22 . . PUNCT ital-5341 153 1 it it PRON ital-5341 153 2 must must AUX ital-5341 153 3 also also ADV ital-5341 153 4 be be AUX ital-5341 153 5 stated state VERB ital-5341 153 6 that that SCONJ ital-5341 153 7 none none NOUN ital-5341 153 8 of of ADP ital-5341 153 9 the the DET ital-5341 153 10 library library PROPN ital-5341 153 11 ’s ’s PART ital-5341 153 12 subscriptions subscription NOUN ital-5341 153 13 having having AUX ital-5341 153 14 experienced experience VERB ital-5341 153 15 extreme extreme ADJ ital-5341 153 16 downloading downloading NOUN ital-5341 153 17 found find VERB ital-5341 153 18 themselves themselves PRON ital-5341 153 19 in in ADP ital-5341 153 20 the the DET ital-5341 153 21 position position NOUN ital-5341 153 22 of of ADP ital-5341 153 23 being be AUX ital-5341 153 24 cancelled cancel VERB ital-5341 153 25 after after SCONJ ital-5341 153 26 the the DET ital-5341 153 27 usage usage NOUN ital-5341 153 28 data datum NOUN ital-5341 153 29 had have AUX ital-5341 153 30 been be AUX ital-5341 153 31 corrected correct VERB ital-5341 153 32 for for ADP ital-5341 153 33 outliers outlier NOUN ital-5341 153 34 . . PUNCT ital-5341 154 1 regardless regardless ADV ital-5341 154 2 , , PUNCT ital-5341 154 3 it it PRON ital-5341 154 4 is be AUX ital-5341 154 5 important important ADJ ital-5341 154 6 to to PART ital-5341 154 7 verify verify VERB ital-5341 154 8 all all DET ital-5341 154 9 usage usage NOUN ital-5341 154 10 data datum NOUN ital-5341 154 11 prior prior ADV ital-5341 154 12 to to ADP ital-5341 154 13 any any DET ital-5341 154 14 data datum NOUN ital-5341 154 15 analysis analysis NOUN ital-5341 154 16 to to PART ital-5341 154 17 identify identify VERB ital-5341 154 18 and and CCONJ ital-5341 154 19 correct correct ADJ ital-5341 154 20 for for ADP ital-5341 154 21 outliers outlier NOUN ital-5341 154 22 . . PUNCT ital-5341 155 1 once once SCONJ ital-5341 155 2 the the DET ital-5341 155 3 outlier outlier PROPN ital-5341 155 4 detection detection NOUN ital-5341 155 5 investigation investigation NOUN ital-5341 155 6 has have AUX ital-5341 155 7 been be AUX ital-5341 155 8 completed complete VERB ital-5341 155 9 and and CCONJ ital-5341 155 10 any any DET ital-5341 155 11 extreme extreme ADJ ital-5341 155 12 values value NOUN ital-5341 155 13 replaced replace VERB ital-5341 155 14 by by ADP ital-5341 155 15 the the DET ital-5341 155 16 median median NOUN ital-5341 155 17 , , PUNCT ital-5341 155 18 there there PRON ital-5341 155 19 would would AUX ital-5341 155 20 be be AUX ital-5341 155 21 no no PRON ital-5341 155 22 further far ADV ital-5341 155 23 need need NOUN ital-5341 155 24 to to PART ital-5341 155 25 manipulate manipulate VERB ital-5341 155 26 the the DET ital-5341 155 27 data datum NOUN ital-5341 155 28 in in ADP ital-5341 155 29 such such DET ital-5341 155 30 a a DET ital-5341 155 31 fashion fashion NOUN ital-5341 155 32 . . PUNCT ital-5341 156 1 the the DET ital-5341 156 2 identification identification NOUN ital-5341 156 3 of of ADP ital-5341 156 4 outliers outlier NOUN ital-5341 156 5 is be AUX ital-5341 156 6 a a DET ital-5341 156 7 one one NUM ital-5341 156 8 - - PUNCT ital-5341 156 9 time time NOUN ital-5341 156 10 procedure procedure NOUN ital-5341 156 11 . . PUNCT ital-5341 157 1 the the DET ital-5341 157 2 corrected correct VERB ital-5341 157 3 or or CCONJ ital-5341 157 4 cleaned clean VERB ital-5341 157 5 datasets dataset NOUN ital-5341 157 6 would would AUX ital-5341 157 7 then then ADV ital-5341 157 8 become become VERB ital-5341 157 9 the the DET ital-5341 157 10 official official ADJ ital-5341 157 11 datasets dataset NOUN ital-5341 157 12 to to PART ital-5341 157 13 be be AUX ital-5341 157 14 used use VERB ital-5341 157 15 for for ADP ital-5341 157 16 any any DET ital-5341 157 17 further further ADJ ital-5341 157 18 usage usage NOUN ital-5341 157 19 analyses analysis NOUN ital-5341 157 20 . . PUNCT ital-5341 158 1 conclusions conclusion NOUN ital-5341 158 2 outliers outlier NOUN ital-5341 158 3 can can AUX ital-5341 158 4 have have VERB ital-5341 158 5 a a DET ital-5341 158 6 dramatic dramatic ADJ ital-5341 158 7 effect effect NOUN ital-5341 158 8 on on ADP ital-5341 158 9 the the DET ital-5341 158 10 analysis analysis NOUN ital-5341 158 11 of of ADP ital-5341 158 12 any any DET ital-5341 158 13 dataset dataset NOUN ital-5341 158 14 . . PUNCT ital-5341 159 1 as as SCONJ ital-5341 159 2 demonstrated demonstrate VERB ital-5341 159 3 here here ADV ital-5341 159 4 , , PUNCT ital-5341 159 5 the the DET ital-5341 159 6 presence presence NOUN ital-5341 159 7 of of ADP ital-5341 159 8 outliers outlier NOUN ital-5341 159 9 can can AUX ital-5341 159 10 lead lead VERB ital-5341 159 11 to to ADP ital-5341 159 12 the the DET ital-5341 159 13 misrepresentation misrepresentation NOUN ital-5341 159 14 of of ADP ital-5341 159 15 usage usage NOUN ital-5341 159 16 patterns pattern NOUN ital-5341 159 17 . . PUNCT ital-5341 160 1 they they PRON ital-5341 160 2 can can AUX ital-5341 160 3 artificially artificially ADV ital-5341 160 4 inflate inflate VERB ital-5341 160 5 average average ADJ ital-5341 160 6 values value NOUN ital-5341 160 7 and and CCONJ ital-5341 160 8 introduce introduce VERB ital-5341 160 9 severe severe ADJ ital-5341 160 10 distortion distortion NOUN ital-5341 160 11 to to ADP ital-5341 160 12 any any DET ital-5341 160 13 dataset dataset NOUN ital-5341 160 14 . . PUNCT ital-5341 161 1 fortunately fortunately ADV ital-5341 161 2 , , PUNCT ital-5341 161 3 they they PRON ital-5341 161 4 are be AUX ital-5341 161 5 fairly fairly ADV ital-5341 161 6 easy easy ADJ ital-5341 161 7 to to PART ital-5341 161 8 identify identify VERB ital-5341 161 9 and and CCONJ ital-5341 161 10 remove remove VERB ital-5341 161 11 . . PUNCT ital-5341 162 1 the the DET ital-5341 162 2 following follow VERB ital-5341 162 3 steps step NOUN ital-5341 162 4 were be AUX ital-5341 162 5 used use VERB ital-5341 162 6 to to PART ital-5341 162 7 identify identify VERB ital-5341 162 8 outliers outlier NOUN ital-5341 162 9 in in ADP ital-5341 162 10 jr1 jr1 PROPN ital-5341 162 11 countercompliant countercompliant NOUN ital-5341 162 12 reports report NOUN ital-5341 162 13 : : PUNCT ital-5341 162 14 1 1 X ital-5341 162 15 . . X ital-5341 162 16 identify identify VERB ital-5341 162 17 possible possible ADJ ital-5341 162 18 outliers outlier NOUN ital-5341 162 19 : : PUNCT ital-5341 162 20 visually visually ADV ital-5341 162 21 inspect inspect VERB ital-5341 162 22 the the DET ital-5341 162 23 values value NOUN ital-5341 162 24 recorded record VERB ital-5341 162 25 in in ADP ital-5341 162 26 a a DET ital-5341 162 27 jr1 jr1 NOUN ital-5341 162 28 report report NOUN ital-5341 162 29 dataset dataset NOUN ital-5341 162 30 ( ( PUNCT ital-5341 162 31 dataset dataset NOUN ital-5341 162 32 1 1 NUM ital-5341 162 33 ) ) PUNCT ital-5341 162 34 and and CCONJ ital-5341 162 35 mark mark VERB ital-5341 162 36 any any DET ital-5341 162 37 extreme extreme ADJ ital-5341 162 38 values value NOUN ital-5341 162 39 . . PUNCT ital-5341 163 1 2 2 X ital-5341 163 2 . . X ital-5341 163 3 for for ADP ital-5341 163 4 each each DET ital-5341 163 5 suspected suspect VERB ital-5341 163 6 outlier outlier NOUN ital-5341 163 7 identified identify VERB ital-5341 163 8 , , PUNCT ital-5341 163 9 take take VERB ital-5341 163 10 the the DET ital-5341 163 11 usage usage NOUN ital-5341 163 12 values value NOUN ital-5341 163 13 for for ADP ital-5341 163 14 the the DET ital-5341 163 15 affected affected ADJ ital-5341 163 16 e e NOUN ital-5341 163 17 - - ADJ ital-5341 163 18 journal journal ADJ ital-5341 163 19 title title NOUN ital-5341 163 20 and and CCONJ ital-5341 163 21 incorporate incorporate VERB ital-5341 163 22 them they PRON ital-5341 163 23 into into ADP ital-5341 163 24 a a DET ital-5341 163 25 separate separate ADJ ital-5341 163 26 blank blank ADJ ital-5341 163 27 spreadsheet spreadsheet NOUN ital-5341 163 28 ( ( PUNCT ital-5341 163 29 dataset dataset NOUN ital-5341 163 30 2 2 NUM ital-5341 163 31 ) ) PUNCT ital-5341 163 32 . . PUNCT ital-5341 164 1 incorporate incorporate VERB ital-5341 164 2 into into ADP ital-5341 164 3 dataset dataset NOUN ital-5341 164 4 2 2 NUM ital-5341 164 5 all all DET ital-5341 164 6 other other ADJ ital-5341 164 7 usage usage NOUN ital-5341 164 8 values value NOUN ital-5341 164 9 for for ADP ital-5341 164 10 the the DET ital-5341 164 11 affected affected ADJ ital-5341 164 12 journal journal NOUN ital-5341 164 13 from from ADP ital-5341 164 14 all all DET ital-5341 164 15 available available ADJ ital-5341 164 16 years year NOUN ital-5341 164 17 . . PUNCT ital-5341 165 1 it it PRON ital-5341 165 2 is be AUX ital-5341 165 3 important important ADJ ital-5341 165 4 that that SCONJ ital-5341 165 5 dataset dataset VERB ital-5341 165 6 2 2 NUM ital-5341 165 7 contain contain VERB ital-5341 165 8 only only ADV ital-5341 165 9 those those DET ital-5341 165 10 values value NOUN ital-5341 165 11 for for ADP ital-5341 165 12 the the DET ital-5341 165 13 affected affected ADJ ital-5341 165 14 journal journal NOUN ital-5341 165 15 . . PUNCT ital-5341 166 1 3 3 X ital-5341 166 2 . . X ital-5341 166 3 test test VERB ital-5341 166 4 for for ADP ital-5341 166 5 the the DET ital-5341 166 6 outlier outlier NOUN ital-5341 166 7 : : PUNCT ital-5341 166 8 perform perform VERB ital-5341 166 9 dixon dixon NOUN ital-5341 166 10 q q NOUN ital-5341 166 11 test test NOUN ital-5341 166 12 on on ADP ital-5341 166 13 the the DET ital-5341 166 14 suspected suspect VERB ital-5341 166 15 outlier outlier NOUN ital-5341 166 16 to to PART ital-5341 166 17 confirm confirm VERB ital-5341 166 18 or or CCONJ ital-5341 166 19 disprove disprove VERB ital-5341 166 20 existence existence NOUN ital-5341 166 21 of of ADP ital-5341 166 22 the the DET ital-5341 166 23 outlier outlier NOUN ital-5341 166 24 . . PUNCT ital-5341 167 1 4 4 X ital-5341 167 2 . . PUNCT ital-5341 167 3 if if SCONJ ital-5341 167 4 the the DET ital-5341 167 5 suspected suspect VERB ital-5341 167 6 outlier outlier NOUN ital-5341 167 7 tests test NOUN ital-5341 167 8 as as ADP ital-5341 167 9 positive positive ADJ ital-5341 167 10 , , PUNCT ital-5341 167 11 calculate calculate VERB ital-5341 167 12 the the DET ital-5341 167 13 median median NOUN ital-5341 167 14 of of ADP ital-5341 167 15 dataset dataset NOUN ital-5341 167 16 2 2 NUM ital-5341 167 17 . . NUM ital-5341 167 18 5 5 NUM ital-5341 167 19 . . X ital-5341 167 20 replace replace VERB ital-5341 167 21 the the DET ital-5341 167 22 outlier outlier NOUN ital-5341 167 23 in in ADP ital-5341 167 24 dataset dataset NOUN ital-5341 167 25 1 1 NUM ital-5341 167 26 with with ADP ital-5341 167 27 the the DET ital-5341 167 28 median median NOUN ital-5341 167 29 calculated calculate VERB ital-5341 167 30 from from ADP ital-5341 167 31 dataset dataset PROPN ital-5341 167 32 2 2 NUM ital-5341 167 33 . . NUM ital-5341 167 34 6 6 NUM ital-5341 167 35 . . PUNCT ital-5341 167 36 perform perform VERB ital-5341 167 37 steps step NOUN ital-5341 167 38 1 1 NUM ital-5341 167 39 through through ADP ital-5341 167 40 5 5 NUM ital-5341 167 41 for for ADP ital-5341 167 42 any any DET ital-5341 167 43 other other ADJ ital-5341 167 44 suspected suspect VERB ital-5341 167 45 outliers outlier NOUN ital-5341 167 46 in in ADP ital-5341 167 47 dataset dataset NOUN ital-5341 167 48 1 1 NUM ital-5341 167 49 . . NUM ital-5341 167 50 7 7 NUM ital-5341 167 51 . . X ital-5341 167 52 the the DET ital-5341 167 53 corrected correct VERB ital-5341 167 54 values value NOUN ital-5341 167 55 in in ADP ital-5341 167 56 dataset dataset NOUN ital-5341 167 57 1 1 NUM ital-5341 167 58 will will AUX ital-5341 167 59 become become VERB ital-5341 167 60 the the DET ital-5341 167 61 official official ADJ ital-5341 167 62 values value NOUN ital-5341 167 63 and and CCONJ ital-5341 167 64 will will AUX ital-5341 167 65 be be AUX ital-5341 167 66 used use VERB ital-5341 167 67 for for ADP ital-5341 167 68 all all DET ital-5341 167 69 subsequent subsequent ADJ ital-5341 167 70 usage usage NOUN ital-5341 167 71 data datum NOUN ital-5341 167 72 analysis analysis NOUN ital-5341 167 73 . . PUNCT ital-5341 168 1 the the DET ital-5341 168 2 importance importance NOUN ital-5341 168 3 of of ADP ital-5341 168 4 identifying identify VERB ital-5341 168 5 and and CCONJ ital-5341 168 6 accommodating accommodate VERB ital-5341 168 7 e e NOUN ital-5341 168 8 - - NOUN ital-5341 168 9 resources resource NOUN ital-5341 168 10 usage usage NOUN ital-5341 168 11 data datum NOUN ital-5341 168 12 for for ADP ital-5341 168 13 the the DET ital-5341 168 14 presence presence NOUN ital-5341 168 15 of of ADP ital-5341 168 16 outliers outlier NOUN ital-5341 168 17 | | VERB ital-5341 169 1 lamothe lamothe PRON ital-5341 169 2 41 41 NUM ital-5341 169 3 the the DET ital-5341 169 4 identification identification NOUN ital-5341 169 5 and and CCONJ ital-5341 169 6 removal removal NOUN ital-5341 169 7 of of ADP ital-5341 169 8 outliers outlier NOUN ital-5341 169 9 had have VERB ital-5341 169 10 a a DET ital-5341 169 11 noticeable noticeable ADJ ital-5341 169 12 effect effect NOUN ital-5341 169 13 on on ADP ital-5341 169 14 the the DET ital-5341 169 15 usage usage NOUN ital-5341 169 16 statistics statistic NOUN ital-5341 169 17 for for ADP ital-5341 169 18 j. j. PROPN ital-5341 169 19 n. n. PROPN ital-5341 169 20 desmarais desmarais PROPN ital-5341 169 21 library library PROPN ital-5341 169 22 ’s ’s PART ital-5341 169 23 e e PROPN ital-5341 169 24 - - ADJ ital-5341 169 25 journal journal NOUN ital-5341 169 26 collection collection NOUN ital-5341 169 27 . . PUNCT ital-5341 170 1 outliers outlier NOUN ital-5341 170 2 represented represent VERB ital-5341 170 3 over over ADP ital-5341 170 4 100,000 100,000 NUM ital-5341 170 5 erroneous erroneous ADJ ital-5341 170 6 downloaded download VERB ital-5341 170 7 articles article NOUN ital-5341 170 8 in in ADP ital-5341 170 9 2010 2010 NUM ital-5341 170 10 and and CCONJ ital-5341 170 11 nearly nearly ADV ital-5341 170 12 200,000 200,000 NUM ital-5341 170 13 in in ADP ital-5341 170 14 2011 2011 NUM ital-5341 170 15 . . PUNCT ital-5341 171 1 a a DET ital-5341 171 2 total total NOUN ital-5341 171 3 of of ADP ital-5341 171 4 20 20 NUM ital-5341 171 5 percent percent NOUN ital-5341 171 6 of of ADP ital-5341 171 7 recorded record VERB ital-5341 171 8 downloads download NOUN ital-5341 171 9 in in ADP ital-5341 171 10 2011 2011 NUM ital-5341 171 11 were be AUX ital-5341 171 12 anomalous anomalous ADJ ital-5341 171 13 , , PUNCT ital-5341 171 14 and and CCONJ ital-5341 171 15 in in ADP ital-5341 171 16 all all DET ital-5341 171 17 likelihood likelihood NOUN ital-5341 171 18 a a DET ital-5341 171 19 result result NOUN ital-5341 171 20 of of ADP ital-5341 171 21 illicit illicit ADJ ital-5341 171 22 downloading download VERB ital-5341 171 23 after after SCONJ ital-5341 171 24 laurentian laurentian ADJ ital-5341 171 25 university university PROPN ital-5341 171 26 ’s ’s PART ital-5341 171 27 ezproxy ezproxy ADJ ital-5341 171 28 server server NOUN ital-5341 171 29 was be AUX ital-5341 171 30 breached breach VERB ital-5341 171 31 . . PUNCT ital-5341 172 1 new new ADJ ital-5341 172 2 technologies technology NOUN ital-5341 172 3 have have AUX ital-5341 172 4 made make VERB ital-5341 172 5 digital digital ADJ ital-5341 172 6 content content NOUN ital-5341 172 7 easily easily ADV ital-5341 172 8 available available ADJ ital-5341 172 9 on on ADP ital-5341 172 10 the the DET ital-5341 172 11 web web NOUN ital-5341 172 12 , , PUNCT ital-5341 172 13 which which PRON ital-5341 172 14 has have AUX ital-5341 172 15 caused cause VERB ital-5341 172 16 serious serious ADJ ital-5341 172 17 concern concern NOUN ital-5341 172 18 for for ADP ital-5341 172 19 both both DET ital-5341 172 20 publishers43 publishers43 NOUN ital-5341 172 21 and and CCONJ ital-5341 172 22 institutions institution NOUN ital-5341 172 23 of of ADP ital-5341 172 24 higher high ADJ ital-5341 172 25 learning learning NOUN ital-5341 172 26 , , PUNCT ital-5341 172 27 which which PRON ital-5341 172 28 have have AUX ital-5341 172 29 been be AUX ital-5341 172 30 experiencing experience VERB ital-5341 172 31 an an DET ital-5341 172 32 increase increase NOUN ital-5341 172 33 is be AUX ital-5341 172 34 illicit illicit ADJ ital-5341 172 35 attacks.44 attacks.44 NOUN ital-5341 172 36 the the DET ital-5341 172 37 history history NOUN ital-5341 172 38 of of ADP ital-5341 172 39 napster napster NOUN ital-5341 172 40 supports support VERB ital-5341 172 41 the the DET ital-5341 172 42 argument argument NOUN ital-5341 172 43 that that SCONJ ital-5341 172 44 users user NOUN ital-5341 172 45 “ " PUNCT ital-5341 172 46 will will AUX ital-5341 172 47 freely freely ADV ital-5341 172 48 steal steal VERB ital-5341 172 49 content content NOUN ital-5341 172 50 when when SCONJ ital-5341 172 51 given give VERB ital-5341 172 52 the the DET ital-5341 172 53 opportunity opportunity NOUN ital-5341 172 54 . . PUNCT ital-5341 172 55 ”45 ”45 NOUN ital-5341 173 1 since since SCONJ ital-5341 173 2 web web NOUN ital-5341 173 3 robot robot NOUN ital-5341 173 4 traffic traffic NOUN ital-5341 173 5 will will AUX ital-5341 173 6 continue continue VERB ital-5341 173 7 to to PART ital-5341 173 8 grow grow VERB ital-5341 173 9 in in ADP ital-5341 173 10 pace pace NOUN ital-5341 173 11 with with ADP ital-5341 173 12 the the DET ital-5341 173 13 internet internet NOUN ital-5341 173 14 , , PUNCT ital-5341 173 15 it it PRON ital-5341 173 16 is be AUX ital-5341 173 17 critical critical ADJ ital-5341 173 18 that that SCONJ ital-5341 173 19 this this DET ital-5341 173 20 traffic traffic NOUN ital-5341 173 21 be be AUX ital-5341 173 22 factored factor VERB ital-5341 173 23 into into ADP ital-5341 173 24 the the DET ital-5341 173 25 performance performance NOUN ital-5341 173 26 and and CCONJ ital-5341 173 27 protection protection NOUN ital-5341 173 28 of of ADP ital-5341 173 29 any any DET ital-5341 173 30 web web NOUN ital-5341 173 31 servers.46 servers.46 NOUN ital-5341 173 32 references reference NOUN ital-5341 173 33 1 1 NUM ital-5341 173 34 . . PROPN ital-5341 173 35 victoria victoria PROPN ital-5341 173 36 j. j. PROPN ital-5341 173 37 hodge hodge PROPN ital-5341 173 38 and and CCONJ ital-5341 173 39 jim jim PROPN ital-5341 173 40 austin austin PROPN ital-5341 173 41 , , PUNCT ital-5341 173 42 “ " PUNCT ital-5341 173 43 a a DET ital-5341 173 44 survey survey NOUN ital-5341 173 45 of of ADP ital-5341 173 46 outlier outlier NOUN ital-5341 173 47 detection detection NOUN ital-5341 173 48 methodologies methodology NOUN ital-5341 173 49 , , PUNCT ital-5341 173 50 ” " PUNCT ital-5341 173 51 artificial artificial ADJ ital-5341 173 52 intelligence intelligence NOUN ital-5341 173 53 review review NOUN ital-5341 173 54 85 85 NUM ital-5341 173 55 ( ( PUNCT ital-5341 173 56 2004 2004 NUM ital-5341 173 57 ): ): PUNCT ital-5341 173 58 85–126 85–126 PROPN ital-5341 173 59 , , PUNCT ital-5341 173 60 http://dx.doi.org/10.1023/b:aire.0000045502.10941.a9 http://dx.doi.org/10.1023/b:aire.0000045502.10941.a9 NUM ital-5341 173 61 ; ; PUNCT ital-5341 173 62 patrick patrick PROPN ital-5341 173 63 h. h. PROPN ital-5341 173 64 menold menold PROPN ital-5341 173 65 , , PUNCT ital-5341 173 66 ronald ronald PROPN ital-5341 173 67 k. k. PROPN ital-5341 173 68 pearson pearson PROPN ital-5341 173 69 , , PUNCT ital-5341 173 70 and and CCONJ ital-5341 173 71 frank frank ADJ ital-5341 173 72 allgöwer allgöwer NOUN ital-5341 173 73 , , PUNCT ital-5341 173 74 “ " PUNCT ital-5341 173 75 online online ADJ ital-5341 173 76 outlier outlier NOUN ital-5341 173 77 detection detection NOUN ital-5341 173 78 and and CCONJ ital-5341 173 79 removal removal NOUN ital-5341 173 80 , , PUNCT ital-5341 173 81 ” " PUNCT ital-5341 173 82 in in ADP ital-5341 173 83 proceedings proceeding NOUN ital-5341 173 84 of of ADP ital-5341 173 85 the the DET ital-5341 173 86 7th 7th ADJ ital-5341 173 87 mediterranean mediterranean PROPN ital-5341 173 88 conference conference PROPN ital-5341 173 89 on on ADP ital-5341 173 90 control control NOUN ital-5341 173 91 and and CCONJ ital-5341 173 92 automation automation NOUN ital-5341 173 93 ( ( PUNCT ital-5341 173 94 med99 med99 PROPN ital-5341 173 95 ) ) PUNCT ital-5341 173 96 haifa haifa PROPN ital-5341 173 97 , , PUNCT ital-5341 173 98 israel israel PROPN ital-5341 173 99 — — PUNCT ital-5341 173 100 june june PROPN ital-5341 173 101 28 28 NUM ital-5341 173 102 - - SYM ital-5341 173 103 30 30 NUM ital-5341 173 104 , , PUNCT ital-5341 173 105 1999 1999 NUM ital-5341 173 106 ( ( PUNCT ital-5341 173 107 haifa haifa PROPN ital-5341 173 108 , , PUNCT ital-5341 173 109 israel israel PROPN ital-5341 173 110 : : PUNCT ital-5341 173 111 ieee ieee NOUN ital-5341 173 112 , , PUNCT ital-5341 173 113 1999 1999 NUM ital-5341 173 114 ): ): PUNCT ital-5341 173 115 1110–30 1110–30 NUM ital-5341 173 116 . . PUNCT ital-5341 174 1 2 2 X ital-5341 174 2 . . X ital-5341 174 3 hodge hodge NOUN ital-5341 174 4 and and CCONJ ital-5341 174 5 austin austin NOUN ital-5341 174 6 , , PUNCT ital-5341 174 7 “ " PUNCT ital-5341 174 8 a a DET ital-5341 174 9 survey survey NOUN ital-5341 174 10 of of ADP ital-5341 174 11 outlier outlier NOUN ital-5341 174 12 detection detection NOUN ital-5341 174 13 methodologies methodology NOUN ital-5341 174 14 , , PUNCT ital-5341 174 15 ” " PUNCT ital-5341 174 16 85–126 85–126 PROPN ital-5341 174 17 . . PUNCT ital-5341 175 1 3 3 X ital-5341 175 2 . . PROPN ital-5341 175 3 vic vic PROPN ital-5341 175 4 barnett barnett PROPN ital-5341 175 5 and and CCONJ ital-5341 175 6 toby toby PROPN ital-5341 175 7 lewis lewis NOUN ital-5341 175 8 , , PUNCT ital-5341 175 9 outliers outlier NOUN ital-5341 175 10 in in ADP ital-5341 175 11 statistical statistical ADJ ital-5341 175 12 data datum NOUN ital-5341 175 13 ( ( PUNCT ital-5341 175 14 new new PROPN ital-5341 175 15 york york PROPN ital-5341 175 16 : : PUNCT ital-5341 175 17 wiley wiley PROPN ital-5341 175 18 , , PUNCT ital-5341 175 19 1994 1994 NUM ital-5341 175 20 ) ) PUNCT ital-5341 175 21 . . PUNCT ital-5341 176 1 4 4 X ital-5341 176 2 . . X ital-5341 176 3 hodge hodge NOUN ital-5341 176 4 and and CCONJ ital-5341 176 5 austin austin NOUN ital-5341 176 6 , , PUNCT ital-5341 176 7 “ " PUNCT ital-5341 176 8 a a DET ital-5341 176 9 survey survey NOUN ital-5341 176 10 of of ADP ital-5341 176 11 outlier outlier NOUN ital-5341 176 12 detection detection NOUN ital-5341 176 13 methodologies methodology NOUN ital-5341 176 14 , , PUNCT ital-5341 176 15 ” " PUNCT ital-5341 176 16 85–126 85–126 PROPN ital-5341 176 17 ; ; PUNCT ital-5341 176 18 r. r. PROPN ital-5341 176 19 s. s. PROPN ital-5341 176 20 witte witte PROPN ital-5341 176 21 and and CCONJ ital-5341 176 22 j. j. PROPN ital-5341 176 23 s. s. PROPN ital-5341 176 24 witte witte PROPN ital-5341 176 25 , , PUNCT ital-5341 176 26 statistics statistic NOUN ital-5341 176 27 ( ( PUNCT ital-5341 176 28 new new PROPN ital-5341 176 29 york york PROPN ital-5341 176 30 : : PUNCT ital-5341 176 31 wiley wiley PROPN ital-5341 176 32 , , PUNCT ital-5341 176 33 2004 2004 NUM ital-5341 176 34 ) ) PUNCT ital-5341 176 35 ; ; PUNCT ital-5341 176 36 menold menold PROPN ital-5341 176 37 et et PROPN ital-5341 176 38 al al PROPN ital-5341 176 39 . . PROPN ital-5341 176 40 , , PUNCT ital-5341 176 41 “ " PUNCT ital-5341 176 42 online online ADJ ital-5341 176 43 outlier outlier NOUN ital-5341 176 44 detection detection NOUN ital-5341 176 45 and and CCONJ ital-5341 176 46 removal removal NOUN ital-5341 176 47 , , PUNCT ital-5341 176 48 ” " PUNCT ital-5341 176 49 1110–30 1110–30 NUM ital-5341 176 50 . . PUNCT ital-5341 177 1 5 5 X ital-5341 177 2 . . X ital-5341 177 3 menold menold PROPN ital-5341 177 4 et et PROPN ital-5341 178 1 al al PROPN ital-5341 178 2 . . PROPN ital-5341 178 3 , , PUNCT ital-5341 178 4 “ " PUNCT ital-5341 178 5 online online ADJ ital-5341 178 6 outlier outlier NOUN ital-5341 178 7 detection detection NOUN ital-5341 178 8 and and CCONJ ital-5341 178 9 removal removal NOUN ital-5341 178 10 , , PUNCT ital-5341 178 11 ” " PUNCT ital-5341 178 12 1110–30 1110–30 NUM ital-5341 178 13 . . PUNCT ital-5341 179 1 6 6 NUM ital-5341 179 2 . . X ital-5341 179 3 hodge hodge NOUN ital-5341 179 4 and and CCONJ ital-5341 179 5 austin austin NOUN ital-5341 179 6 , , PUNCT ital-5341 179 7 “ " PUNCT ital-5341 179 8 a a DET ital-5341 179 9 survey survey NOUN ital-5341 179 10 of of ADP ital-5341 179 11 outlier outlier NOUN ital-5341 179 12 detection detection NOUN ital-5341 179 13 methodologies methodology NOUN ital-5341 179 14 , , PUNCT ital-5341 179 15 ” " PUNCT ital-5341 179 16 85–126 85–126 PROPN ital-5341 179 17 . . PUNCT ital-5341 180 1 7 7 NUM ital-5341 180 2 . . PROPN ital-5341 180 3 laurentian laurentian PROPN ital-5341 180 4 university university PROPN ital-5341 180 5 ( ( PUNCT ital-5341 180 6 sudbury sudbury PROPN ital-5341 180 7 , , PUNCT ital-5341 180 8 canada canada PROPN ital-5341 180 9 ) ) PUNCT ital-5341 180 10 is be AUX ital-5341 180 11 classified classify VERB ital-5341 180 12 as as ADP ital-5341 180 13 a a DET ital-5341 180 14 medium medium ADJ ital-5341 180 15 multi multi ADJ ital-5341 180 16 - - ADJ ital-5341 180 17 campus campus ADJ ital-5341 180 18 university university NOUN ital-5341 180 19 . . PUNCT ital-5341 181 1 total total PROPN ital-5341 181 2 2012 2012 NUM ital-5341 181 3 full full ADJ ital-5341 181 4 - - PUNCT ital-5341 181 5 time time NOUN ital-5341 181 6 student student NOUN ital-5341 181 7 population population NOUN ital-5341 181 8 was be AUX ital-5341 181 9 6,863 6,863 NUM ital-5341 181 10 , , PUNCT ital-5341 181 11 of of ADP ital-5341 181 12 which which PRON ital-5341 181 13 403 403 NUM ital-5341 181 14 were be AUX ital-5341 181 15 enrolled enrol VERB ital-5341 181 16 in in ADP ital-5341 181 17 graduate graduate NOUN ital-5341 181 18 programs program NOUN ital-5341 181 19 . . PUNCT ital-5341 182 1 in in ADP ital-5341 182 2 addition addition NOUN ital-5341 182 3 , , PUNCT ital-5341 182 4 2012 2012 NUM ital-5341 182 5 part part ADJ ital-5341 182 6 - - PUNCT ital-5341 182 7 time time NOUN ital-5341 182 8 student student NOUN ital-5341 182 9 population population NOUN ital-5341 182 10 was be AUX ital-5341 182 11 2,652 2,652 NUM ital-5341 182 12 with with ADP ital-5341 182 13 428 428 NUM ital-5341 182 14 enrolled enrol VERB ital-5341 182 15 in in ADP ital-5341 182 16 graduate graduate NOUN ital-5341 182 17 programs program NOUN ital-5341 182 18 . . PUNCT ital-5341 183 1 also also ADV ital-5341 183 2 in in ADP ital-5341 183 3 2012 2012 NUM ital-5341 183 4 , , PUNCT ital-5341 183 5 the the DET ital-5341 183 6 university university NOUN ital-5341 183 7 employed employ VERB ital-5341 183 8 399 399 NUM ital-5341 183 9 full full ADJ ital-5341 183 10 - - PUNCT ital-5341 183 11 time time NOUN ital-5341 183 12 teaching teaching NOUN ital-5341 183 13 and and CCONJ ital-5341 183 14 research research NOUN ital-5341 183 15 faculty faculty NOUN ital-5341 183 16 members member NOUN ital-5341 183 17 . . PUNCT ital-5341 184 1 academic academic ADJ ital-5341 184 2 programs program NOUN ital-5341 184 3 cover cover VERB ital-5341 184 4 a a DET ital-5341 184 5 multiple multiple NOUN ital-5341 184 6 of of ADP ital-5341 184 7 fields field NOUN ital-5341 184 8 in in ADP ital-5341 184 9 the the DET ital-5341 184 10 sciences science NOUN ital-5341 184 11 , , PUNCT ital-5341 184 12 social social ADJ ital-5341 184 13 sciences science NOUN ital-5341 184 14 , , PUNCT ital-5341 184 15 and and CCONJ ital-5341 184 16 humanities humanity NOUN ital-5341 184 17 and and CCONJ ital-5341 184 18 offers offer VERB ital-5341 184 19 60 60 NUM ital-5341 184 20 undergraduate undergraduate NOUN ital-5341 184 21 , , PUNCT ital-5341 184 22 17 17 NUM ital-5341 184 23 master master NOUN ital-5341 184 24 ’s ’s NOUN ital-5341 184 25 , , PUNCT ital-5341 184 26 and and CCONJ ital-5341 184 27 7 7 NUM ital-5341 184 28 doctoral doctoral ADJ ital-5341 184 29 degrees degree NOUN ital-5341 184 30 . . PUNCT ital-5341 185 1 8 8 X ital-5341 185 2 . . X ital-5341 185 3 alain alain PROPN ital-5341 185 4 r. r. PROPN ital-5341 185 5 lamothe lamothe PROPN ital-5341 185 6 , , PUNCT ital-5341 185 7 “ " PUNCT ital-5341 185 8 factors factor NOUN ital-5341 185 9 influencing influence VERB ital-5341 185 10 usage usage NOUN ital-5341 185 11 of of ADP ital-5341 185 12 an an DET ital-5341 185 13 electronic electronic ADJ ital-5341 185 14 journal journal NOUN ital-5341 185 15 collection collection NOUN ital-5341 185 16 at at ADP ital-5341 185 17 a a DET ital-5341 185 18 mediumsize mediumsize NOUN ital-5341 185 19 university university NOUN ital-5341 185 20 : : PUNCT ital-5341 185 21 an an DET ital-5341 185 22 eleven eleven NUM ital-5341 185 23 - - PUNCT ital-5341 185 24 year year NOUN ital-5341 185 25 study study NOUN ital-5341 185 26 , , PUNCT ital-5341 185 27 ” " PUNCT ital-5341 185 28 partnership partnership NOUN ital-5341 185 29 : : PUNCT ital-5341 185 30 the the DET ital-5341 185 31 canadian canadian ADJ ital-5341 185 32 journal journal NOUN ital-5341 185 33 of of ADP ital-5341 185 34 library library PROPN ital-5341 185 35 and and CCONJ ital-5341 185 36 information information NOUN ital-5341 185 37 practice practice NOUN ital-5341 185 38 and and CCONJ ital-5341 185 39 research research NOUN ital-5341 185 40 7 7 NUM ital-5341 185 41 , , PUNCT ital-5341 185 42 no no NOUN ital-5341 185 43 . . NOUN ital-5341 185 44 1 1 NUM ital-5341 185 45 ( ( PUNCT ital-5341 185 46 2012 2012 NUM ital-5341 185 47 ) ) PUNCT ital-5341 185 48 , , PUNCT ital-5341 185 49 https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.u36phvmsy0j https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.u36phvmsy0j PROPN ital-5341 185 50 . . PUNCT ital-5341 186 1 https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.u36phvmsy0j https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.u36phvmsy0j VERB ital-5341 186 2 information information NOUN ital-5341 186 3 technology technology NOUN ital-5341 186 4 and and CCONJ ital-5341 186 5 libraries library NOUN ital-5341 186 6 | | NOUN ital-5341 186 7 june june PROPN ital-5341 186 8 2014 2014 NUM ital-5341 186 9 42 42 NUM ital-5341 186 10 9 9 NUM ital-5341 186 11 . . PROPN ital-5341 186 12 ben ben PROPN ital-5341 186 13 tremblay tremblay NOUN ital-5341 186 14 , , PUNCT ital-5341 186 15 “ " PUNCT ital-5341 186 16 web web NOUN ital-5341 186 17 bot bot NOUN ital-5341 186 18 — — PUNCT ital-5341 186 19 what what PRON ital-5341 186 20 is be AUX ital-5341 186 21 it it PRON ital-5341 186 22 ? ? PUNCT ital-5341 187 1 can can AUX ital-5341 187 2 it it PRON ital-5341 187 3 predict predict VERB ital-5341 187 4 stuff stuff NOUN ital-5341 187 5 ? ? PUNCT ital-5341 187 6 ” " PUNCT ital-5341 188 1 daily daily ADJ ital-5341 188 2 common common ADJ ital-5341 188 3 sense sense NOUN ital-5341 188 4 : : PUNCT ital-5341 188 5 scams scam NOUN ital-5341 188 6 , , PUNCT ital-5341 188 7 science science NOUN ital-5341 188 8 and and CCONJ ital-5341 188 9 more more ADJ ital-5341 188 10 ( ( PUNCT ital-5341 188 11 blog blog NOUN ital-5341 188 12 ) ) PUNCT ital-5341 188 13 , , PUNCT ital-5341 188 14 january january PROPN ital-5341 188 15 24 24 NUM ital-5341 188 16 , , PUNCT ital-5341 188 17 2008 2008 NUM ital-5341 188 18 , , PUNCT ital-5341 188 19 http://www.dailycommonsense.com/web-botwhat-is-it-can-it-predict-stuff/. http://www.dailycommonsense.com/web-botwhat-is-it-can-it-predict-stuff/. VERB ital-5341 188 20 10 10 NUM ital-5341 188 21 . . PUNCT ital-5341 189 1 derek derek PROPN ital-5341 189 2 doran doran NOUN ital-5341 189 3 and and CCONJ ital-5341 189 4 swapna swapna PROPN ital-5341 189 5 s. s. PROPN ital-5341 189 6 gokhale gokhale PROPN ital-5341 189 7 , , PUNCT ital-5341 189 8 “ " PUNCT ital-5341 189 9 web web NOUN ital-5341 189 10 robot robot NOUN ital-5341 189 11 detection detection NOUN ital-5341 189 12 techniques technique NOUN ital-5341 189 13 : : PUNCT ital-5341 189 14 overview overview NOUN ital-5341 189 15 and and CCONJ ital-5341 189 16 limitations limitation NOUN ital-5341 189 17 , , PUNCT ital-5341 189 18 ” " PUNCT ital-5341 189 19 data datum NOUN ital-5341 189 20 mining mining NOUN ital-5341 189 21 and and CCONJ ital-5341 189 22 knowledge knowledge NOUN ital-5341 189 23 discovery discovery PROPN ital-5341 189 24 22 22 NUM ital-5341 189 25 ( ( PUNCT ital-5341 189 26 2011 2011 NUM ital-5341 189 27 ): ): PUNCT ital-5341 189 28 183–210 183–210 NUM ital-5341 189 29 , , PUNCT ital-5341 189 30 http://dx.doi.org/10.1007/s10618-010-0180-z http://dx.doi.org/10.1007/s10618-010-0180-z PROPN ital-5341 189 31 . . PROPN ital-5341 190 1 11 11 NUM ital-5341 190 2 . . PUNCT ital-5341 190 3 c. c. PROPN ital-5341 190 4 lee lee PROPN ital-5341 190 5 giles giles PROPN ital-5341 190 6 , , PUNCT ital-5341 190 7 yang yang PROPN ital-5341 190 8 sun sun PROPN ital-5341 190 9 , , PUNCT ital-5341 190 10 and and CCONJ ital-5341 190 11 isaac isaac PROPN ital-5341 190 12 g. g. PROPN ital-5341 190 13 councill councill PROPN ital-5341 190 14 , , PUNCT ital-5341 190 15 “ " PUNCT ital-5341 190 16 measuring measure VERB ital-5341 190 17 the the DET ital-5341 190 18 web web NOUN ital-5341 190 19 crawler crawler NOUN ital-5341 190 20 ethics ethic NOUN ital-5341 190 21 , , PUNCT ital-5341 190 22 ” " PUNCT ital-5341 190 23 in in ADP ital-5341 190 24 www www PROPN ital-5341 190 25 2010 2010 NUM ital-5341 190 26 proceedings proceeding NOUN ital-5341 190 27 of of ADP ital-5341 190 28 the the DET ital-5341 190 29 19th 19th ADJ ital-5341 190 30 international international ADJ ital-5341 190 31 conference conference NOUN ital-5341 190 32 on on ADP ital-5341 190 33 world world NOUN ital-5341 190 34 wide wide ADJ ital-5341 190 35 web web NOUN ital-5341 190 36 ( ( PUNCT ital-5341 190 37 raleigh raleigh PROPN ital-5341 190 38 , , PUNCT ital-5341 190 39 nc nc PROPN ital-5341 190 40 : : PUNCT ital-5341 190 41 international international ADJ ital-5341 190 42 world world NOUN ital-5341 190 43 wide wide ADJ ital-5341 190 44 web web NOUN ital-5341 190 45 conferences conference NOUN ital-5341 190 46 steering steering NOUN ital-5341 190 47 committee committee NOUN ital-5341 190 48 , , PUNCT ital-5341 190 49 2010 2010 NUM ital-5341 190 50 ): ): PUNCT ital-5341 190 51 1101–2 1101–2 NUM ital-5341 190 52 , , PUNCT ital-5341 190 53 http://dx.doi.org/10.1145/17772690.1772824 http://dx.doi.org/10.1145/17772690.1772824 PROPN ital-5341 190 54 . . PROPN ital-5341 191 1 12 12 NUM ital-5341 191 2 . . PUNCT ital-5341 192 1 shinil shinil PROPN ital-5341 192 2 kwon kwon PROPN ital-5341 192 3 , , PUNCT ital-5341 192 4 kim kim PROPN ital-5341 192 5 young young ADJ ital-5341 192 6 - - PUNCT ital-5341 192 7 gab gab NOUN ital-5341 192 8 , , PUNCT ital-5341 192 9 and and CCONJ ital-5341 192 10 sungdeok sungdeok PROPN ital-5341 192 11 cha cha NOUN ital-5341 192 12 , , PUNCT ital-5341 192 13 “ " PUNCT ital-5341 192 14 web web NOUN ital-5341 192 15 robot robot NOUN ital-5341 192 16 detection detection NOUN ital-5341 192 17 based base VERB ital-5341 192 18 on on ADP ital-5341 192 19 patternmatching patternmatching NOUN ital-5341 192 20 technique technique NOUN ital-5341 192 21 , , PUNCT ital-5341 192 22 ” " PUNCT ital-5341 192 23 journal journal NOUN ital-5341 192 24 of of ADP ital-5341 192 25 information information NOUN ital-5341 192 26 science science NOUN ital-5341 192 27 38 38 NUM ital-5341 192 28 ( ( PUNCT ital-5341 192 29 2012 2012 NUM ital-5341 192 30 ): ): PUNCT ital-5341 192 31 118–26 118–26 NUM ital-5341 192 32 , , PUNCT ital-5341 192 33 http://dx.doi.org/10.1177/0165551511435969 http://dx.doi.org/10.1177/0165551511435969 PROPN ital-5341 192 34 . . PUNCT ital-5341 193 1 13 13 NUM ital-5341 193 2 . . PUNCT ital-5341 194 1 david david PROPN ital-5341 194 2 watson watson PROPN ital-5341 194 3 , , PUNCT ital-5341 194 4 “ " PUNCT ital-5341 194 5 the the DET ital-5341 194 6 evolution evolution NOUN ital-5341 194 7 of of ADP ital-5341 194 8 web web NOUN ital-5341 194 9 application application NOUN ital-5341 194 10 attacks attack NOUN ital-5341 194 11 , , PUNCT ital-5341 194 12 ” " PUNCT ital-5341 194 13 network network NOUN ital-5341 194 14 security security NOUN ital-5341 194 15 ( ( PUNCT ital-5341 194 16 2007 2007 NUM ital-5341 194 17 ): ): PUNCT ital-5341 194 18 7–12 7–12 PROPN ital-5341 194 19 , , PUNCT ital-5341 194 20 http://dx.doi.org/10.1016/s1353-4858(08)70039-4 http://dx.doi.org/10.1016/s1353-4858(08)70039-4 PROPN ital-5341 194 21 . . PUNCT ital-5341 195 1 14 14 NUM ital-5341 195 2 . . PUNCT ital-5341 196 1 eric eric PROPN ital-5341 196 2 kin kin PROPN ital-5341 196 3 - - PUNCT ital-5341 196 4 wai wai PROPN ital-5341 196 5 lau lau NOUN ital-5341 196 6 , , PUNCT ital-5341 196 7 “ " PUNCT ital-5341 196 8 factors factor NOUN ital-5341 196 9 motivating motivate VERB ital-5341 196 10 people people NOUN ital-5341 196 11 toward toward ADP ital-5341 196 12 pirated pirate VERB ital-5341 196 13 software software NOUN ital-5341 196 14 , , PUNCT ital-5341 196 15 ” " PUNCT ital-5341 196 16 qualitative qualitative ADJ ital-5341 196 17 market market NOUN ital-5341 196 18 research research NOUN ital-5341 196 19 9 9 NUM ital-5341 196 20 ( ( PUNCT ital-5341 196 21 2006 2006 NUM ital-5341 196 22 ): ): PUNCT ital-5341 196 23 404–19 404–19 NUM ital-5341 196 24 , , PUNCT ital-5341 196 25 http://dx.doi.org/1108/13522750610689113 http://dx.doi.org/1108/13522750610689113 PROPN ital-5341 196 26 . . PUNCT ital-5341 197 1 15 15 NUM ital-5341 197 2 . . PUNCT ital-5341 198 1 huan huan PROPN ital-5341 198 2 - - PUNCT ital-5341 198 3 chueh chueh PROPN ital-5341 198 4 wu wu PROPN ital-5341 198 5 et et PROPN ital-5341 199 1 al al PROPN ital-5341 199 2 . . PROPN ital-5341 199 3 , , PUNCT ital-5341 199 4 “ " PUNCT ital-5341 199 5 college college NOUN ital-5341 199 6 students student NOUN ital-5341 199 7 ’ ’ PART ital-5341 199 8 misunderstanding misunderstanding NOUN ital-5341 199 9 about about ADP ital-5341 199 10 copyright copyright NOUN ital-5341 199 11 laws law NOUN ital-5341 199 12 for for ADP ital-5341 199 13 digital digital ADJ ital-5341 199 14 library library NOUN ital-5341 199 15 resources resource NOUN ital-5341 199 16 , , PUNCT ital-5341 199 17 ” " PUNCT ital-5341 199 18 electronic electronic ADJ ital-5341 199 19 library library NOUN ital-5341 199 20 28 28 PROPN ital-5341 199 21 ( ( PUNCT ital-5341 199 22 2010 2010 NUM ital-5341 199 23 ): ): PUNCT ital-5341 199 24 197–209 197–209 NUM ital-5341 199 25 , , PUNCT ital-5341 199 26 http://dx.doi.org/10.1108/02640471011033576 http://dx.doi.org/10.1108/02640471011033576 PROPN ital-5341 199 27 . . PUNCT ital-5341 200 1 16 16 X ital-5341 200 2 . . PUNCT ital-5341 201 1 ibid ibid VERB ital-5341 201 2 . . PUNCT ital-5341 202 1 17 17 NUM ital-5341 202 2 . . PUNCT ital-5341 202 3 ibid ibid VERB ital-5341 202 4 . . PUNCT ital-5341 203 1 18 18 NUM ital-5341 203 2 . . PROPN ital-5341 203 3 emma emma PROPN ital-5341 203 4 mcculloch mcculloch PROPN ital-5341 203 5 , , PUNCT ital-5341 203 6 “ " PUNCT ital-5341 203 7 taking take VERB ital-5341 203 8 stock stock NOUN ital-5341 203 9 of of ADP ital-5341 203 10 open open ADJ ital-5341 203 11 access access NOUN ital-5341 203 12 : : PUNCT ital-5341 203 13 progress progress NOUN ital-5341 203 14 and and CCONJ ital-5341 203 15 issues issue NOUN ital-5341 203 16 , , PUNCT ital-5341 203 17 ” " PUNCT ital-5341 203 18 library library NOUN ital-5341 203 19 review review NOUN ital-5341 203 20 55 55 NUM ital-5341 203 21 ( ( PUNCT ital-5341 203 22 2006 2006 NUM ital-5341 203 23 ): ): PUNCT ital-5341 203 24 337–43 337–43 PROPN ital-5341 203 25 ; ; PUNCT ital-5341 203 26 c. c. PROPN ital-5341 203 27 patra patra PROPN ital-5341 203 28 , , PUNCT ital-5341 203 29 “ " PUNCT ital-5341 203 30 introducing introduce VERB ital-5341 203 31 e e NOUN ital-5341 203 32 - - ADJ ital-5341 203 33 journal journal ADJ ital-5341 203 34 services service NOUN ital-5341 203 35 : : PUNCT ital-5341 203 36 an an DET ital-5341 203 37 experience experience NOUN ital-5341 203 38 , , PUNCT ital-5341 203 39 ” " PUNCT ital-5341 203 40 electronic electronic ADJ ital-5341 203 41 library library NOUN ital-5341 203 42 24 24 NUM ital-5341 203 43 ( ( PUNCT ital-5341 203 44 2006 2006 NUM ital-5341 203 45 ): ): PUNCT ital-5341 203 46 820–31 820–31 PROPN ital-5341 203 47 . . PUNCT ital-5341 204 1 19 19 NUM ital-5341 204 2 . . X ital-5341 204 3 wu wu PROPN ital-5341 204 4 et et PROPN ital-5341 205 1 al al PROPN ital-5341 205 2 . . PROPN ital-5341 205 3 , , PUNCT ital-5341 205 4 “ " PUNCT ital-5341 205 5 college college NOUN ital-5341 205 6 students student NOUN ital-5341 205 7 ’ ’ PART ital-5341 205 8 misunderstanding misunderstanding NOUN ital-5341 205 9 about about ADP ital-5341 205 10 copyright copyright NOUN ital-5341 205 11 laws law NOUN ital-5341 205 12 for for ADP ital-5341 205 13 digital digital ADJ ital-5341 205 14 library library NOUN ital-5341 205 15 resources resource NOUN ital-5341 205 16 , , PUNCT ital-5341 205 17 ” " PUNCT ital-5341 205 18 197–209 197–209 NUM ital-5341 205 19 . . NUM ital-5341 206 1 20 20 NUM ital-5341 206 2 . . X ital-5341 206 3 ibid ibid NOUN ital-5341 206 4 . . PUNCT ital-5341 207 1 21 21 NUM ital-5341 207 2 . . PUNCT ital-5341 207 3 vincent vincent PROPN ital-5341 207 4 j. j. PROPN ital-5341 207 5 calluzzo calluzzo PROPN ital-5341 207 6 and and CCONJ ital-5341 207 7 charles charles PROPN ital-5341 207 8 j. j. PROPN ital-5341 207 9 cante cante PROPN ital-5341 207 10 , , PUNCT ital-5341 207 11 “ " PUNCT ital-5341 207 12 ethics ethic NOUN ital-5341 207 13 in in ADP ital-5341 207 14 information information NOUN ital-5341 207 15 technology technology NOUN ital-5341 207 16 and and CCONJ ital-5341 207 17 software software NOUN ital-5341 207 18 use use NOUN ital-5341 207 19 , , PUNCT ital-5341 207 20 ” " PUNCT ital-5341 207 21 journal journal NOUN ital-5341 207 22 of of ADP ital-5341 207 23 business business NOUN ital-5341 207 24 ethics ethic NOUN ital-5341 207 25 51 51 NUM ital-5341 207 26 ( ( PUNCT ital-5341 207 27 2004 2004 NUM ital-5341 207 28 ): ): PUNCT ital-5341 207 29 301–12 301–12 PROPN ital-5341 207 30 , , PUNCT ital-5341 207 31 http://dx.doi.org/10.1023/b:busi.0000032658.12032.4e http://dx.doi.org/10.1023/b:busi.0000032658.12032.4e PROPN ital-5341 207 32 . . PUNCT ital-5341 208 1 22 22 NUM ital-5341 208 2 . . PUNCT ital-5341 209 1 s. s. PROPN ital-5341 209 2 l. l. PROPN ital-5341 209 3 solomon solomon PROPN ital-5341 209 4 and and CCONJ ital-5341 209 5 j. j. PROPN ital-5341 209 6 a. a. PROPN ital-5341 209 7 o’brien o’brien PROPN ital-5341 210 1 “ " PUNCT ital-5341 210 2 the the DET ital-5341 210 3 effect effect NOUN ital-5341 210 4 of of ADP ital-5341 210 5 demographic demographic ADJ ital-5341 210 6 factors factor NOUN ital-5341 210 7 on on ADP ital-5341 210 8 attitudes attitude NOUN ital-5341 210 9 toward toward ADP ital-5341 210 10 software software NOUN ital-5341 210 11 piracy piracy NOUN ital-5341 210 12 , , PUNCT ital-5341 210 13 ” " PUNCT ital-5341 210 14 journal journal PROPN ital-5341 210 15 of of ADP ital-5341 210 16 computer computer NOUN ital-5341 210 17 information information NOUN ital-5341 210 18 systems system NOUN ital-5341 210 19 30 30 NUM ital-5341 210 20 ( ( PUNCT ital-5341 210 21 1990 1990 NUM ital-5341 210 22 ): ): PUNCT ital-5341 210 23 41–46 41–46 NUM ital-5341 210 24 . . PUNCT ital-5341 210 25 23 23 NUM ital-5341 210 26 . . PUNCT ital-5341 211 1 j. j. PROPN ital-5341 211 2 n. n. PROPN ital-5341 211 3 desmarais desmarais PROPN ital-5341 211 4 library library PROPN ital-5341 211 5 , , PUNCT ital-5341 211 6 “ " PUNCT ital-5341 211 7 collection collection NOUN ital-5341 211 8 development development NOUN ital-5341 211 9 policy policy NOUN ital-5341 211 10 ” " PUNCT ital-5341 211 11 ( ( PUNCT ital-5341 211 12 sudbury sudbury NOUN ital-5341 211 13 , , PUNCT ital-5341 211 14 on on ADP ital-5341 211 15 : : PUNCT ital-5341 211 16 laurentian laurentian PROPN ital-5341 211 17 university university PROPN ital-5341 211 18 , , PUNCT ital-5341 211 19 2013 2013 NUM ital-5341 211 20 ) ) PUNCT ital-5341 211 21 , , PUNCT ital-5341 211 22 http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/ http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/ ADV ital-5341 211 23 http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/ http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/ ADV ital-5341 211 24 http://dx.doi.org/10.1007/s10618-010-0180-z http://dx.doi.org/10.1007/s10618-010-0180-z PROPN ital-5341 211 25 http://dx.doi.org/10.1145/17772690.1772824 http://dx.doi.org/10.1145/17772690.1772824 PROPN ital-5341 211 26 http://dx.doi.org/10.1177/0165551511435969 http://dx.doi.org/10.1177/0165551511435969 X ital-5341 211 27 http://dx.doi.org/10.1016/s1353-4858(08)70039-4 http://dx.doi.org/10.1016/s1353-4858(08)70039-4 PROPN ital-5341 211 28 http://dx.doi.org/1108/13522750610689113 http://dx.doi.org/1108/13522750610689113 NOUN ital-5341 211 29 http://dx.doi.org/10.1108/02640471011033576 http://dx.doi.org/10.1108/02640471011033576 PROPN ital-5341 212 1 http://dx.doi.org/10.1023/b:busi.0000032658.12032.4e http://dx.doi.org/10.1023/b:busi.0000032658.12032.4e VERB ital-5341 212 2 the the DET ital-5341 212 3 importance importance NOUN ital-5341 212 4 of of ADP ital-5341 212 5 identifying identify VERB ital-5341 212 6 and and CCONJ ital-5341 212 7 accommodating accommodate VERB ital-5341 212 8 e e NOUN ital-5341 212 9 - - NOUN ital-5341 212 10 resources resource NOUN ital-5341 212 11 usage usage NOUN ital-5341 212 12 data datum NOUN ital-5341 212 13 for for ADP ital-5341 212 14 the the DET ital-5341 212 15 presence presence NOUN ital-5341 212 16 of of ADP ital-5341 212 17 outliers outlier NOUN ital-5341 212 18 | | VERB ital-5341 213 1 lamothe lamothe PRON ital-5341 213 2 43 43 NUM ital-5341 213 3 http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development NOUN ital-5341 213 4 % % NOUN ital-5341 213 5 20policy.pdf 20policy.pdf NUM ital-5341 213 6 . . PUNCT ital-5341 214 1 24 24 NUM ital-5341 214 2 . . PUNCT ital-5341 215 1 lamothe lamothe PROPN ital-5341 215 2 , , PUNCT ital-5341 215 3 “ " PUNCT ital-5341 215 4 factors factor NOUN ital-5341 215 5 influencing influence VERB ital-5341 215 6 usage usage NOUN ital-5341 215 7 ” " PUNCT ital-5341 215 8 ; ; PUNCT ital-5341 215 9 alain alain PROPN ital-5341 215 10 r. r. PROPN ital-5341 215 11 lamothe lamothe PROPN ital-5341 215 12 , , PUNCT ital-5341 215 13 “ " PUNCT ital-5341 215 14 electronic electronic ADJ ital-5341 215 15 serials serial NOUN ital-5341 215 16 usage usage VERB ital-5341 215 17 patterns pattern NOUN ital-5341 215 18 as as SCONJ ital-5341 215 19 observed observe VERB ital-5341 215 20 at at ADP ital-5341 215 21 a a DET ital-5341 215 22 medium medium ADJ ital-5341 215 23 - - PUNCT ital-5341 215 24 size size NOUN ital-5341 215 25 university university NOUN ital-5341 215 26 : : PUNCT ital-5341 215 27 searches search NOUN ital-5341 215 28 and and CCONJ ital-5341 215 29 full full ADJ ital-5341 215 30 - - PUNCT ital-5341 215 31 text text NOUN ital-5341 215 32 downloads download NOUN ital-5341 215 33 , , PUNCT ital-5341 215 34 ” " PUNCT ital-5341 215 35 partnership partnership NOUN ital-5341 215 36 : : PUNCT ital-5341 215 37 the the DET ital-5341 215 38 canadian canadian ADJ ital-5341 215 39 journal journal NOUN ital-5341 215 40 of of ADP ital-5341 215 41 library library PROPN ital-5341 215 42 and and CCONJ ital-5341 215 43 information information NOUN ital-5341 215 44 practice practice NOUN ital-5341 215 45 and and CCONJ ital-5341 215 46 research research NOUN ital-5341 215 47 3 3 NUM ital-5341 215 48 , , PUNCT ital-5341 215 49 no no NOUN ital-5341 215 50 . . NOUN ital-5341 215 51 1 1 NUM ital-5341 215 52 ( ( PUNCT ital-5341 215 53 2008 2008 NUM ital-5341 215 54 ) ) PUNCT ital-5341 215 55 , , PUNCT ital-5341 215 56 https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.u364kvmsy0i https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.u364kvmsy0i NOUN ital-5341 215 57 . . PUNCT ital-5341 216 1 25 25 NUM ital-5341 216 2 . . PUNCT ital-5341 217 1 martin martin PROPN ital-5341 217 2 zimerman zimerman PROPN ital-5341 217 3 , , PUNCT ital-5341 217 4 “ " PUNCT ital-5341 217 5 e e NOUN ital-5341 217 6 - - NOUN ital-5341 217 7 books book NOUN ital-5341 217 8 and and CCONJ ital-5341 217 9 piracy piracy NOUN ital-5341 217 10 : : PUNCT ital-5341 217 11 implications implication NOUN ital-5341 217 12 / / SYM ital-5341 217 13 issues issue NOUN ital-5341 217 14 for for ADP ital-5341 217 15 academic academic ADJ ital-5341 217 16 libraries library NOUN ital-5341 217 17 , , PUNCT ital-5341 217 18 ” " PUNCT ital-5341 217 19 new new ADJ ital-5341 217 20 library library NOUN ital-5341 217 21 world world NOUN ital-5341 217 22 112 112 NUM ital-5341 217 23 ( ( PUNCT ital-5341 217 24 2011 2011 NUM ital-5341 217 25 ): ): PUNCT ital-5341 217 26 67–75 67–75 NUM ital-5341 217 27 , , PUNCT ital-5341 217 28 http://dx.doi.org/10.1108/03074801111100463 http://dx.doi.org/10.1108/03074801111100463 PROPN ital-5341 217 29 . . PUNCT ital-5341 218 1 26 26 NUM ital-5341 218 2 . . PUNCT ital-5341 218 3 ibid ibid VERB ital-5341 218 4 . . PUNCT ital-5341 219 1 27 27 NUM ital-5341 219 2 . . PUNCT ital-5341 220 1 peggy peggy PROPN ital-5341 220 2 hageman hageman NOUN ital-5341 220 3 , , PUNCT ital-5341 220 4 “ " PUNCT ital-5341 220 5 ebooks ebook NOUN ital-5341 220 6 and and CCONJ ital-5341 220 7 the the DET ital-5341 220 8 long long ADJ ital-5341 220 9 arm arm NOUN ital-5341 220 10 of of ADP ital-5341 220 11 the the DET ital-5341 220 12 law law NOUN ital-5341 220 13 , , PUNCT ital-5341 220 14 ” " PUNCT ital-5341 220 15 econtent econtent NOUN ital-5341 220 16 ( ( PUNCT ital-5341 220 17 june june PROPN ital-5341 220 18 2012 2012 NUM ital-5341 220 19 ) ) PUNCT ital-5341 220 20 , , PUNCT ital-5341 220 21 http://www.econtentmag.com/articles/column/ebookworm/ebooks-and-the-long-arm-ofthe-law--82976.htm http://www.econtentmag.com/articles/column/ebookworm/ebooks-and-the-long-arm-ofthe-law--82976.htm PROPN ital-5341 220 22 . . PUNCT ital-5341 221 1 28 28 X ital-5341 221 2 . . PUNCT ital-5341 222 1 “ " PUNCT ital-5341 222 2 dataset dataset PROPN ital-5341 222 3 , , PUNCT ital-5341 222 4 n. n. PROPN ital-5341 222 5 , , PUNCT ital-5341 222 6 ” " PUNCT ital-5341 222 7 oed oed ADV ital-5341 222 8 online online ADV ital-5341 222 9 , , PUNCT ital-5341 222 10 ( ( PUNCT ital-5341 222 11 oxford oxford PROPN ital-5341 222 12 , , PUNCT ital-5341 222 13 uk uk PROPN ital-5341 222 14 : : PUNCT ital-5341 222 15 oxford oxford PROPN ital-5341 222 16 university university PROPN ital-5341 222 17 press press NOUN ital-5341 222 18 , , PUNCT ital-5341 222 19 2013 2013 NUM ital-5341 222 20 ) ) PUNCT ital-5341 222 21 , , PUNCT ital-5341 222 22 http://www.oed.com/view/entry/261122?redirectedfrom=dataset http://www.oed.com/view/entry/261122?redirectedfrom=dataset NOUN ital-5341 222 23 ; ; PUNCT ital-5341 222 24 “ " PUNCT ital-5341 222 25 dataset dataset ADJ ital-5341 222 26 — — PUNCT ital-5341 222 27 definition definition NOUN ital-5341 222 28 , , PUNCT ital-5341 222 29 ” " PUNCT ital-5341 222 30 ontotext ontotext NOUN ital-5341 222 31 , , PUNCT ital-5341 222 32 http://www.ontotext.com/factforge/dataset-definition http://www.ontotext.com/factforge/dataset-definition PROPN ital-5341 222 33 ; ; PUNCT ital-5341 222 34 w. w. PROPN ital-5341 222 35 paul paul PROPN ital-5341 222 36 vogt vogt PROPN ital-5341 222 37 , , PUNCT ital-5341 222 38 “ " PUNCT ital-5341 222 39 data datum NOUN ital-5341 222 40 set set VERB ital-5341 222 41 , , PUNCT ital-5341 222 42 ” " PUNCT ital-5341 222 43 dictionary dictionary NOUN ital-5341 222 44 of of ADP ital-5341 222 45 statistics statistic NOUN ital-5341 222 46 and and CCONJ ital-5341 222 47 methodology methodology NOUN ital-5341 222 48 : : PUNCT ital-5341 222 49 a a DET ital-5341 222 50 nontechnical nontechnical ADJ ital-5341 222 51 guide guide NOUN ital-5341 222 52 for for ADP ital-5341 222 53 the the DET ital-5341 222 54 social social ADJ ital-5341 222 55 sciences sciences PROPN ital-5341 222 56 ( ( PUNCT ital-5341 222 57 london london PROPN ital-5341 222 58 , , PUNCT ital-5341 222 59 uk uk PROPN ital-5341 222 60 : : PUNCT ital-5341 222 61 sage sage NOUN ital-5341 222 62 , , PUNCT ital-5341 222 63 2005 2005 NUM ital-5341 222 64 ) ) PUNCT ital-5341 222 65 ; ; PUNCT ital-5341 222 66 allan allan PROPN ital-5341 222 67 g. g. PROPN ital-5341 222 68 bluman bluman PROPN ital-5341 222 69 , , PUNCT ital-5341 222 70 elementary elementary ADJ ital-5341 222 71 statistics statistic NOUN ital-5341 222 72 — — PUNCT ital-5341 222 73 a a DET ital-5341 222 74 step step NOUN ital-5341 222 75 by by ADP ital-5341 222 76 step step NOUN ital-5341 222 77 approach approach NOUN ital-5341 222 78 ( ( PUNCT ital-5341 222 79 boston boston PROPN ital-5341 222 80 : : PUNCT ital-5341 222 81 mcgraw mcgraw NOUN ital-5341 222 82 - - PUNCT ital-5341 222 83 hill hill NOUN ital-5341 222 84 , , PUNCT ital-5341 222 85 2000 2000 NUM ital-5341 222 86 ) ) PUNCT ital-5341 222 87 . . PUNCT ital-5341 223 1 29 29 NUM ital-5341 223 2 . . PUNCT ital-5341 223 3 david david PROPN ital-5341 223 4 b. b. PROPN ital-5341 223 5 rorabacher rorabacher PROPN ital-5341 223 6 , , PUNCT ital-5341 223 7 “ " PUNCT ital-5341 223 8 statistical statistical ADJ ital-5341 223 9 treatment treatment NOUN ital-5341 223 10 for for ADP ital-5341 223 11 rejection rejection NOUN ital-5341 223 12 of of ADP ital-5341 223 13 deviant deviant ADJ ital-5341 223 14 values value NOUN ital-5341 223 15 : : PUNCT ital-5341 223 16 critical critical ADJ ital-5341 223 17 values value NOUN ital-5341 223 18 of of ADP ital-5341 223 19 dixon dixon PROPN ital-5341 223 20 ’s ’s PART ital-5341 223 21 ‘ ' PUNCT ital-5341 223 22 q q NOUN ital-5341 223 23 ’ ' PUNCT ital-5341 223 24 parameter parameter NOUN ital-5341 223 25 and and CCONJ ital-5341 223 26 related relate VERB ital-5341 223 27 subrange subrange NOUN ital-5341 223 28 ratios ratio NOUN ital-5341 223 29 at at ADP ital-5341 223 30 the the DET ital-5341 223 31 95 95 NUM ital-5341 223 32 % % NOUN ital-5341 223 33 confidence confidence NOUN ital-5341 223 34 level level NOUN ital-5341 223 35 , , PUNCT ital-5341 223 36 ” " PUNCT ital-5341 223 37 analytical analytical ADJ ital-5341 223 38 chemistry chemistry NOUN ital-5341 223 39 63 63 NUM ital-5341 223 40 ( ( PUNCT ital-5341 223 41 1991 1991 NUM ital-5341 223 42 ): ): PUNCT ital-5341 223 43 139–45 139–45 PROPN ital-5341 223 44 ; ; PUNCT ital-5341 223 45 r. r. PROPN ital-5341 223 46 b. b. PROPN ital-5341 223 47 dean dean PROPN ital-5341 223 48 and and CCONJ ital-5341 223 49 w. w. PROPN ital-5341 223 50 j. j. PROPN ital-5341 223 51 dixon dixon PROPN ital-5341 223 52 , , PUNCT ital-5341 223 53 “ " PUNCT ital-5341 223 54 simplified simplify VERB ital-5341 223 55 statistics statistic NOUN ital-5341 223 56 for for ADP ital-5341 223 57 small small ADJ ital-5341 223 58 numbers number NOUN ital-5341 223 59 of of ADP ital-5341 223 60 observations observation NOUN ital-5341 223 61 , , PUNCT ital-5341 223 62 ” " PUNCT ital-5341 223 63 analytical analytical ADJ ital-5341 223 64 chemistry chemistry NOUN ital-5341 223 65 23 23 NUM ital-5341 223 66 ( ( PUNCT ital-5341 223 67 1951 1951 NUM ital-5341 223 68 ): ): PUNCT ital-5341 223 69 636–38 636–38 PROPN ital-5341 223 70 , , PUNCT ital-5341 223 71 http://dx.doi.org/10.1021/ac00002a010 http://dx.doi.org/10.1021/ac00002a010 PROPN ital-5341 223 72 . . NOUN ital-5341 223 73 30 30 NUM ital-5341 223 74 . . PUNCT ital-5341 224 1 surenda surenda PROPN ital-5341 224 2 p. p. PROPN ital-5341 224 3 verma verma PROPN ital-5341 224 4 and and CCONJ ital-5341 224 5 alfredo alfredo VERB ital-5341 224 6 quiroz quiroz ADJ ital-5341 224 7 - - PUNCT ital-5341 224 8 ruiz ruiz NOUN ital-5341 224 9 , , PUNCT ital-5341 224 10 “ " PUNCT ital-5341 224 11 critical critical ADJ ital-5341 224 12 values value NOUN ital-5341 224 13 for for ADP ital-5341 224 14 six six NUM ital-5341 224 15 dixon dixon NOUN ital-5341 224 16 tests test NOUN ital-5341 224 17 for for ADP ital-5341 224 18 outliers outlier NOUN ital-5341 224 19 in in ADP ital-5341 224 20 normal normal ADJ ital-5341 224 21 samples sample NOUN ital-5341 224 22 up up ADP ital-5341 224 23 to to ADP ital-5341 224 24 sizes size NOUN ital-5341 224 25 100 100 NUM ital-5341 224 26 , , PUNCT ital-5341 224 27 and and CCONJ ital-5341 224 28 applications application NOUN ital-5341 224 29 in in ADP ital-5341 224 30 science science NOUN ital-5341 224 31 and and CCONJ ital-5341 224 32 engineering engineering NOUN ital-5341 224 33 , , PUNCT ital-5341 224 34 ” " PUNCT ital-5341 224 35 revista revista VERB ital-5341 224 36 mexicana mexicana PROPN ital-5341 224 37 de de PROPN ital-5341 224 38 ciencias ciencias PROPN ital-5341 224 39 geologicas geologicas PROPN ital-5341 224 40 23 23 NUM ital-5341 224 41 ( ( PUNCT ital-5341 224 42 2006 2006 NUM ital-5341 224 43 ): ): PUNCT ital-5341 224 44 133–61 133–61 NUM ital-5341 224 45 . . PUNCT ital-5341 225 1 31 31 NUM ital-5341 225 2 . . PUNCT ital-5341 225 3 robert robert PROPN ital-5341 225 4 r. r. PROPN ital-5341 225 5 sokal sokal PROPN ital-5341 225 6 and and CCONJ ital-5341 225 7 f. f. PROPN ital-5341 225 8 james james PROPN ital-5341 225 9 rohlf rohlf PROPN ital-5341 225 10 , , PUNCT ital-5341 225 11 biometry biometry PROPN ital-5341 225 12 ( ( PUNCT ital-5341 225 13 new new PROPN ital-5341 225 14 york york PROPN ital-5341 225 15 : : PUNCT ital-5341 225 16 freeman freeman PROPN ital-5341 225 17 , , PUNCT ital-5341 225 18 2012 2012 NUM ital-5341 225 19 ) ) PUNCT ital-5341 225 20 ; ; PUNCT ital-5341 225 21 j. j. PROPN ital-5341 225 22 h. h. PROPN ital-5341 225 23 zar zar PROPN ital-5341 225 24 , , PUNCT ital-5341 225 25 biostatistical biostatistical ADJ ital-5341 225 26 analysis analysis NOUN ital-5341 225 27 ( ( PUNCT ital-5341 225 28 upper upper ADJ ital-5341 225 29 saddle saddle NOUN ital-5341 225 30 river river PROPN ital-5341 225 31 , , PUNCT ital-5341 225 32 nj nj PROPN ital-5341 225 33 : : PUNCT ital-5341 225 34 prentice prentice PROPN ital-5341 225 35 hall hall PROPN ital-5341 225 36 , , PUNCT ital-5341 225 37 2010 2010 NUM ital-5341 225 38 ) ) PUNCT ital-5341 225 39 . . PUNCT ital-5341 226 1 32 32 NUM ital-5341 226 2 . . PUNCT ital-5341 227 1 “ " PUNCT ital-5341 227 2 null null ADJ ital-5341 227 3 hypothesis hypothesis NOUN ital-5341 227 4 , , PUNCT ital-5341 227 5 ” " PUNCT ital-5341 227 6 accessscience accessscience NOUN ital-5341 227 7 ( ( PUNCT ital-5341 227 8 new new PROPN ital-5341 227 9 york york PROPN ital-5341 227 10 : : PUNCT ital-5341 227 11 mcgraw mcgraw NOUN ital-5341 227 12 - - PUNCT ital-5341 227 13 hill hill NOUN ital-5341 227 14 education education NOUN ital-5341 227 15 , , PUNCT ital-5341 227 16 2002 2002 NUM ital-5341 227 17 ) ) PUNCT ital-5341 227 18 , , PUNCT ital-5341 227 19 http://www.accessscience.com http://www.accessscience.com X ital-5341 227 20 . . PUNCT ital-5341 228 1 33 33 NUM ital-5341 228 2 . . X ital-5341 228 3 ibid ibid VERB ital-5341 228 4 . . PUNCT ital-5341 229 1 34 34 NUM ital-5341 229 2 . . PUNCT ital-5341 230 1 “ " PUNCT ital-5341 230 2 critical critical ADJ ital-5341 230 3 value value NOUN ital-5341 230 4 , , PUNCT ital-5341 230 5 ” " PUNCT ital-5341 230 6 accessscience accessscience NOUN ital-5341 230 7 , , PUNCT ital-5341 230 8 ( ( PUNCT ital-5341 230 9 new new PROPN ital-5341 230 10 york york PROPN ital-5341 230 11 : : PUNCT ital-5341 230 12 mcgraw mcgraw NOUN ital-5341 230 13 - - PUNCT ital-5341 230 14 hill hill NOUN ital-5341 230 15 education education NOUN ital-5341 230 16 , , PUNCT ital-5341 230 17 2002 2002 NUM ital-5341 230 18 ) ) PUNCT ital-5341 230 19 , , PUNCT ital-5341 230 20 http://www.accessscience.com http://www.accessscience.com X ital-5341 230 21 . . PUNCT ital-5341 231 1 35 35 NUM ital-5341 231 2 . . X ital-5341 231 3 ibid ibid PROPN ital-5341 231 4 . . PUNCT ital-5341 232 1 36 36 NUM ital-5341 232 2 . . PUNCT ital-5341 233 1 verma verma PROPN ital-5341 233 2 and and CCONJ ital-5341 233 3 quiroz quiroz NOUN ital-5341 233 4 - - PUNCT ital-5341 233 5 ruiz ruiz NOUN ital-5341 233 6 , , PUNCT ital-5341 233 7 “ " PUNCT ital-5341 233 8 critical critical ADJ ital-5341 233 9 values value NOUN ital-5341 233 10 for for ADP ital-5341 233 11 six six NUM ital-5341 233 12 dixon dixon NOUN ital-5341 233 13 tests test NOUN ital-5341 233 14 for for ADP ital-5341 233 15 outliers outlier NOUN ital-5341 233 16 , , PUNCT ital-5341 233 17 ” " PUNCT ital-5341 233 18 133–61 133–61 PROPN ital-5341 233 19 . . PUNCT ital-5341 234 1 http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development%20policy.pdf http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development%20policy.pdf PROPN ital-5341 234 2 http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development%20policy.pdf http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development%20policy.pdf PROPN ital-5341 234 3 https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.u364kvmsy0i https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.u364kvmsy0i PROPN ital-5341 234 4 http://dx.doi.org/10.1108/03074801111100463 http://dx.doi.org/10.1108/03074801111100463 PROPN ital-5341 234 5 http://www.econtentmag.com/articles/column/ebookworm/ebooks-and-the-long-arm-of-the-law--82976.htm http://www.econtentmag.com/articles/column/ebookworm/ebooks-and-the-long-arm-of-the-law--82976.htm INTJ ital-5341 234 6 http://www.econtentmag.com/articles/column/ebookworm/ebooks-and-the-long-arm-of-the-law--82976.htm http://www.econtentmag.com/articles/column/ebookworm/ebooks-and-the-long-arm-of-the-law--82976.htm X ital-5341 234 7 http://www.oed.com/view/entry/261122?redirectedfrom=dataset http://www.oed.com/view/entry/261122?redirectedfrom=dataset PROPN ital-5341 234 8 http://www.ontotext.com/factforge/dataset-definition http://www.ontotext.com/factforge/dataset-definition PROPN ital-5341 234 9 http://dx.doi.org/10.1021/ac00002a010 http://dx.doi.org/10.1021/ac00002a010 PROPN ital-5341 234 10 http://www.accessscience.com/ http://www.accessscience.com/ PROPN ital-5341 234 11 http://www.accessscience.com/ http://www.accessscience.com/ PROPN ital-5341 234 12 information information NOUN ital-5341 234 13 technology technology NOUN ital-5341 234 14 and and CCONJ ital-5341 234 15 libraries library NOUN ital-5341 234 16 | | NOUN ital-5341 234 17 june june PROPN ital-5341 234 18 2014 2014 NUM ital-5341 234 19 44 44 NUM ital-5341 234 20 37 37 NUM ital-5341 234 21 . . PUNCT ital-5341 235 1 rorabacher rorabacher PROPN ital-5341 235 2 , , PUNCT ital-5341 235 3 “ " PUNCT ital-5341 235 4 statistical statistical ADJ ital-5341 235 5 treatment treatment NOUN ital-5341 235 6 for for ADP ital-5341 235 7 rejection rejection NOUN ital-5341 235 8 of of ADP ital-5341 235 9 deviant deviant ADJ ital-5341 235 10 values value NOUN ital-5341 235 11 , , PUNCT ital-5341 235 12 ” " PUNCT ital-5341 235 13 139–45 139–45 PROPN ital-5341 235 14 . . PUNCT ital-5341 236 1 38 38 NUM ital-5341 236 2 . . PUNCT ital-5341 236 3 ibid ibid VERB ital-5341 236 4 . . PUNCT ital-5341 237 1 39 39 NUM ital-5341 237 2 . . PUNCT ital-5341 238 1 jaakko jaakko PROPN ital-5341 238 2 astola astola PROPN ital-5341 238 3 and and CCONJ ital-5341 238 4 pauli pauli PROPN ital-5341 238 5 kuosmanen kuosmanen PROPN ital-5341 238 6 , , PUNCT ital-5341 238 7 fundamentals fundamental NOUN ital-5341 238 8 of of ADP ital-5341 238 9 nonlinear nonlinear ADJ ital-5341 238 10 digital digital ADJ ital-5341 238 11 filtering filtering NOUN ital-5341 238 12 ( ( PUNCT ital-5341 238 13 new new PROPN ital-5341 238 14 york york PROPN ital-5341 238 15 : : PUNCT ital-5341 238 16 crc crc PROPN ital-5341 238 17 , , PUNCT ital-5341 238 18 1997 1997 NUM ital-5341 238 19 ) ) PUNCT ital-5341 238 20 ; ; PUNCT ital-5341 238 21 jaakko jaakko PROPN ital-5341 238 22 astola astola PROPN ital-5341 238 23 , , PUNCT ital-5341 238 24 pekka pekka PROPN ital-5341 238 25 heinonen heinonen PROPN ital-5341 238 26 , , PUNCT ital-5341 238 27 and and CCONJ ital-5341 238 28 yrjö yrjö PROPN ital-5341 238 29 neuvo neuvo NOUN ital-5341 238 30 , , PUNCT ital-5341 238 31 “ " PUNCT ital-5341 238 32 on on ADP ital-5341 238 33 root root NOUN ital-5341 238 34 structures structure NOUN ital-5341 238 35 of of ADP ital-5341 238 36 median median ADJ ital-5341 238 37 and and CCONJ ital-5341 238 38 median median ADJ ital-5341 238 39 - - PUNCT ital-5341 238 40 type type NOUN ital-5341 238 41 filters filter NOUN ital-5341 238 42 , , PUNCT ital-5341 238 43 ” " PUNCT ital-5341 238 44 ieee ieee NOUN ital-5341 238 45 transactions transaction NOUN ital-5341 238 46 of of ADP ital-5341 238 47 acoustics acoustic NOUN ital-5341 238 48 , , PUNCT ital-5341 238 49 speech speech NOUN ital-5341 238 50 , , PUNCT ital-5341 238 51 and and CCONJ ital-5341 238 52 signal signal NOUN ital-5341 238 53 processing processing NOUN ital-5341 238 54 35 35 NUM ital-5341 238 55 ( ( PUNCT ital-5341 238 56 1987 1987 NUM ital-5341 238 57 ): ): PUNCT ital-5341 238 58 1199–201 1199–201 NUM ital-5341 238 59 ; ; PUNCT ital-5341 238 60 l. l. PROPN ital-5341 238 61 ling ling PROPN ital-5341 238 62 , , PUNCT ital-5341 238 63 r. r. PROPN ital-5341 238 64 yin yin PROPN ital-5341 238 65 , , PUNCT ital-5341 238 66 and and CCONJ ital-5341 238 67 x. x. PROPN ital-5341 238 68 wang wang PROPN ital-5341 238 69 , , PUNCT ital-5341 238 70 “ " PUNCT ital-5341 238 71 nonlinear nonlinear ADJ ital-5341 238 72 filters filter NOUN ital-5341 238 73 for for ADP ital-5341 238 74 reducing reduce VERB ital-5341 238 75 spiky spiky NOUN ital-5341 238 76 noise noise NOUN ital-5341 238 77 : : PUNCT ital-5341 238 78 2dimensions 2dimensions NUM ital-5341 238 79 , , PUNCT ital-5341 238 80 ” " PUNCT ital-5341 238 81 ieee ieee PROPN ital-5341 238 82 international international ADJ ital-5341 238 83 conference conference NOUN ital-5341 238 84 on on ADP ital-5341 238 85 acoustics acoustic NOUN ital-5341 238 86 , , PUNCT ital-5341 238 87 speech speech NOUN ital-5341 238 88 , , PUNCT ital-5341 238 89 and and CCONJ ital-5341 238 90 signal signal NOUN ital-5341 238 91 processing processing NOUN ital-5341 238 92 9 9 NUM ital-5341 238 93 ( ( PUNCT ital-5341 238 94 1984 1984 NUM ital-5341 238 95 ): ): PUNCT ital-5341 238 96 646–49 646–49 NUM ital-5341 238 97 ; ; PUNCT ital-5341 238 98 n. n. PROPN ital-5341 238 99 j. j. PROPN ital-5341 238 100 gallagher gallagher PROPN ital-5341 238 101 and and CCONJ ital-5341 238 102 g. g. PROPN ital-5341 238 103 wise wise PROPN ital-5341 238 104 , , PUNCT ital-5341 238 105 “ " PUNCT ital-5341 238 106 a a DET ital-5341 238 107 theoretical theoretical ADJ ital-5341 238 108 analysis analysis NOUN ital-5341 238 109 of of ADP ital-5341 238 110 the the DET ital-5341 238 111 oroperties oropertie NOUN ital-5341 238 112 of of ADP ital-5341 238 113 median median ADJ ital-5341 238 114 filters filter NOUN ital-5341 238 115 , , PUNCT ital-5341 238 116 ” " PUNCT ital-5341 238 117 ieee ieee NOUN ital-5341 238 118 transactions transaction NOUN ital-5341 238 119 of of ADP ital-5341 238 120 acoustics acoustic NOUN ital-5341 238 121 , , PUNCT ital-5341 238 122 speech speech NOUN ital-5341 238 123 , , PUNCT ital-5341 238 124 and and CCONJ ital-5341 238 125 signal signal NOUN ital-5341 238 126 processing processing NOUN ital-5341 238 127 29 29 NUM ital-5341 238 128 ( ( PUNCT ital-5341 238 129 1981 1981 NUM ital-5341 238 130 ): ): PUNCT ital-5341 238 131 1136–41 1136–41 NUM ital-5341 238 132 . . PUNCT ital-5341 239 1 40 40 NUM ital-5341 239 2 . . PUNCT ital-5341 240 1 menold menold PROPN ital-5341 240 2 et et PROPN ital-5341 241 1 al al PROPN ital-5341 241 2 . . PROPN ital-5341 241 3 , , PUNCT ital-5341 241 4 “ " PUNCT ital-5341 241 5 online online ADJ ital-5341 241 6 outlier outlier NOUN ital-5341 241 7 detection detection NOUN ital-5341 241 8 and and CCONJ ital-5341 241 9 removal removal NOUN ital-5341 241 10 , , PUNCT ital-5341 241 11 ” " PUNCT ital-5341 241 12 1110–30 1110–30 NUM ital-5341 241 13 . . PUNCT ital-5341 242 1 41 41 X ital-5341 242 2 . . PUNCT ital-5341 242 3 ibid ibid VERB ital-5341 242 4 . . PUNCT ital-5341 243 1 42 42 NUM ital-5341 243 2 . . PUNCT ital-5341 244 1 lamothe lamothe INTJ ital-5341 244 2 , , PUNCT ital-5341 244 3 “ " PUNCT ital-5341 244 4 factors factor NOUN ital-5341 244 5 influencing influence VERB ital-5341 244 6 usage usage NOUN ital-5341 244 7 ” " PUNCT ital-5341 244 8 ; ; PUNCT ital-5341 244 9 lamothe lamothe PRON ital-5341 244 10 , , PUNCT ital-5341 244 11 “ " PUNCT ital-5341 244 12 electronic electronic ADJ ital-5341 244 13 serials serial NOUN ital-5341 244 14 usage usage NOUN ital-5341 244 15 patterns pattern NOUN ital-5341 244 16 . . PUNCT ital-5341 244 17 ” " PUNCT ital-5341 245 1 43 43 NUM ital-5341 245 2 . . PUNCT ital-5341 246 1 paul paul PROPN ital-5341 246 2 gleason gleason PROPN ital-5341 246 3 , , PUNCT ital-5341 246 4 “ " PUNCT ital-5341 246 5 copyright copyright NOUN ital-5341 246 6 and and CCONJ ital-5341 246 7 electronic electronic ADJ ital-5341 246 8 publishing publishing NOUN ital-5341 246 9 : : PUNCT ital-5341 246 10 background background NOUN ital-5341 246 11 and and CCONJ ital-5341 246 12 recent recent ADJ ital-5341 246 13 developments development NOUN ital-5341 246 14 , , PUNCT ital-5341 246 15 ” " PUNCT ital-5341 246 16 acquisitions acquisition NOUN ital-5341 246 17 librarian librarian PROPN ital-5341 246 18 13 13 NUM ital-5341 246 19 ( ( PUNCT ital-5341 246 20 2001 2001 NUM ital-5341 246 21 ): ): PUNCT ital-5341 246 22 5–26 5–26 PROPN ital-5341 246 23 , , PUNCT ital-5341 246 24 http://dx.doi.org/10.1300/j101v13n26_02 http://dx.doi.org/10.1300/j101v13n26_02 PROPN ital-5341 246 25 . . PUNCT ital-5341 247 1 44 44 NUM ital-5341 247 2 . . PUNCT ital-5341 248 1 tena tena PROPN ital-5341 248 2 mcqueen mcqueen PROPN ital-5341 248 3 and and CCONJ ital-5341 248 4 robert robert PROPN ital-5341 248 5 fleck fleck PROPN ital-5341 248 6 jr jr PROPN ital-5341 248 7 . . PROPN ital-5341 248 8 , , PUNCT ital-5341 248 9 “ " PUNCT ital-5341 248 10 changing change VERB ital-5341 248 11 patterns pattern NOUN ital-5341 248 12 of of ADP ital-5341 248 13 internet internet NOUN ital-5341 248 14 usage usage NOUN ital-5341 248 15 and and CCONJ ital-5341 248 16 challenges challenge NOUN ital-5341 248 17 at at ADP ital-5341 248 18 colleges college NOUN ital-5341 248 19 and and CCONJ ital-5341 248 20 universities university NOUN ital-5341 248 21 , , PUNCT ital-5341 248 22 ” " PUNCT ital-5341 248 23 first first ADJ ital-5341 248 24 monday monday PROPN ital-5341 248 25 9 9 NUM ital-5341 248 26 ( ( PUNCT ital-5341 248 27 2004 2004 NUM ital-5341 248 28 ) ) PUNCT ital-5341 248 29 , , PUNCT ital-5341 248 30 http://firstmonday.org/issues/issue9_12/mcqueen/index.html http://firstmonday.org/issues/issue9_12/mcqueen/index.html NOUN ital-5341 248 31 . . PUNCT ital-5341 249 1 45 45 NUM ital-5341 249 2 . . PUNCT ital-5341 249 3 robin robin NOUN ital-5341 249 4 peek peek NOUN ital-5341 249 5 , , PUNCT ital-5341 249 6 “ " PUNCT ital-5341 249 7 controlling control VERB ital-5341 249 8 the the DET ital-5341 249 9 threat threat NOUN ital-5341 249 10 of of ADP ital-5341 249 11 e e NOUN ital-5341 249 12 - - NOUN ital-5341 249 13 book book NOUN ital-5341 249 14 piracy piracy NOUN ital-5341 249 15 , , PUNCT ital-5341 249 16 ” " PUNCT ital-5341 249 17 information information NOUN ital-5341 249 18 today today NOUN ital-5341 249 19 18 18 NUM ital-5341 249 20 , , PUNCT ital-5341 249 21 no no NOUN ital-5341 249 22 . . NOUN ital-5341 249 23 6 6 NUM ital-5341 249 24 ( ( PUNCT ital-5341 249 25 2001 2001 NUM ital-5341 249 26 ): ): PUNCT ital-5341 249 27 42 42 NUM ital-5341 249 28 . . PUNCT ital-5341 250 1 46 46 NUM ital-5341 250 2 . . PUNCT ital-5341 251 1 gleason gleason NOUN ital-5341 251 2 , , PUNCT ital-5341 251 3 “ " PUNCT ital-5341 251 4 copyright copyright NOUN ital-5341 251 5 and and CCONJ ital-5341 251 6 electronic electronic ADJ ital-5341 251 7 publishing publishing NOUN ital-5341 251 8 , , PUNCT ital-5341 251 9 ” " PUNCT ital-5341 251 10 5–26 5–26 X ital-5341 251 11 . . PUNCT ital-5341 252 1 http://dx.doi.org/10.1300/j101v13n26_02 http://dx.doi.org/10.1300/j101v13n26_02 X ital-5341 252 2 http://firstmonday.org/issues/issue9_12/mcqueen/index.html http://firstmonday.org/issues/issue9_12/mcqueen/index.html SPACE