id sid tid token lemma pos cord-016842-sow7k53m 1 1 key key JJ cord-016842-sow7k53m 1 2 : : : cord-016842-sow7k53m 1 3 cord-016842-sow7k53 cord-016842-sow7k53 JJ cord-016842-sow7k53m 1 4 m m CD cord-016842-sow7k53m 1 5 authors author NNS cord-016842-sow7k53m 1 6 : : : cord-016842-sow7k53m 2 1 An an DT cord-016842-sow7k53m 2 2 , , , cord-016842-sow7k53m 2 3 Jisun Jisun NNP cord-016842-sow7k53m 2 4 ; ; : cord-016842-sow7k53m 2 5 Kwak Kwak NNP cord-016842-sow7k53m 2 6 , , , cord-016842-sow7k53m 2 7 Haewoon Haewoon NNP cord-016842-sow7k53m 2 8 title title NN cord-016842-sow7k53m 2 9 : : : cord-016842-sow7k53m 2 10 Multidimensional Multidimensional NNP cord-016842-sow7k53m 2 11 Analysis Analysis NNP cord-016842-sow7k53m 2 12 of of IN cord-016842-sow7k53m 2 13 the the DT cord-016842-sow7k53m 2 14 News News NNP cord-016842-sow7k53m 2 15 Consumption Consumption NNP cord-016842-sow7k53m 2 16 of of IN cord-016842-sow7k53m 2 17 Different Different NNP cord-016842-sow7k53m 2 18 Demographic Demographic NNP cord-016842-sow7k53m 2 19 Groups Groups NNPS cord-016842-sow7k53m 2 20 on on IN cord-016842-sow7k53m 2 21 a a DT cord-016842-sow7k53m 2 22 Nationwide Nationwide NNP cord-016842-sow7k53m 2 23 Scale Scale NNP cord-016842-sow7k53m 2 24 date date NN cord-016842-sow7k53m 2 25 : : : cord-016842-sow7k53m 2 26 2017 2017 CD cord-016842-sow7k53m 2 27 - - HYPH cord-016842-sow7k53m 2 28 08 08 CD cord-016842-sow7k53m 2 29 - - HYPH cord-016842-sow7k53m 2 30 02 02 CD cord-016842-sow7k53m 2 31 journal journal NN cord-016842-sow7k53m 2 32 : : : cord-016842-sow7k53m 2 33 Social Social NNP cord-016842-sow7k53m 2 34 Informatics Informatics NNP cord-016842-sow7k53m 2 35 DOI DOI NNP cord-016842-sow7k53m 2 36 : : : cord-016842-sow7k53m 2 37 10.1007/978 10.1007/978 CD cord-016842-sow7k53m 2 38 - - HYPH cord-016842-sow7k53m 2 39 3 3 CD cord-016842-sow7k53m 2 40 - - HYPH cord-016842-sow7k53m 2 41 319 319 CD cord-016842-sow7k53m 2 42 - - HYPH cord-016842-sow7k53m 2 43 67217 67217 CD cord-016842-sow7k53m 2 44 - - SYM cord-016842-sow7k53m 2 45 5_9 5_9 CD cord-016842-sow7k53m 2 46 sha sha NN cord-016842-sow7k53m 2 47 : : : cord-016842-sow7k53m 3 1 94ae6051900453d05d92f745a15a819602048e58 94ae6051900453d05d92f745a15a819602048e58 CD cord-016842-sow7k53m 3 2 doc_id doc_id CD cord-016842-sow7k53m 3 3 : : : cord-016842-sow7k53m 3 4 16842 16842 CD cord-016842-sow7k53m 3 5 cord_uid cord_uid NNS cord-016842-sow7k53m 3 6 : : : cord-016842-sow7k53m 4 1 sow7k53 sow7k53 NNP cord-016842-sow7k53m 5 1 m m LS cord-016842-sow7k53m 6 1 Examining examine VBG cord-016842-sow7k53m 6 2 103,133 103,133 CD cord-016842-sow7k53m 6 3 news news NN cord-016842-sow7k53m 6 4 articles article NNS cord-016842-sow7k53m 6 5 that that WDT cord-016842-sow7k53m 6 6 are be VBP cord-016842-sow7k53m 6 7 the the DT cord-016842-sow7k53m 6 8 most most RBS cord-016842-sow7k53m 6 9 popular popular JJ cord-016842-sow7k53m 6 10 for for IN cord-016842-sow7k53m 6 11 different different JJ cord-016842-sow7k53m 6 12 demographic demographic JJ cord-016842-sow7k53m 6 13 groups group NNS cord-016842-sow7k53m 6 14 in in IN cord-016842-sow7k53m 6 15 Daum Daum NNP cord-016842-sow7k53m 6 16 News News NNP cord-016842-sow7k53m 6 17 ( ( -LRB- cord-016842-sow7k53m 6 18 the the DT cord-016842-sow7k53m 6 19 second second JJ cord-016842-sow7k53m 6 20 most most RBS cord-016842-sow7k53m 6 21 popular popular JJ cord-016842-sow7k53m 6 22 news news NN cord-016842-sow7k53m 6 23 portal portal NN cord-016842-sow7k53m 6 24 in in IN cord-016842-sow7k53m 6 25 South South NNP cord-016842-sow7k53m 6 26 Korea Korea NNP cord-016842-sow7k53m 6 27 ) ) -RRB- cord-016842-sow7k53m 6 28 during during IN cord-016842-sow7k53m 6 29 the the DT cord-016842-sow7k53m 6 30 whole whole JJ cord-016842-sow7k53m 6 31 year year NN cord-016842-sow7k53m 6 32 of of IN cord-016842-sow7k53m 6 33 2015 2015 CD cord-016842-sow7k53m 6 34 , , , cord-016842-sow7k53m 6 35 we -PRON- PRP cord-016842-sow7k53m 6 36 provided provide VBD cord-016842-sow7k53m 6 37 multi multi JJ cord-016842-sow7k53m 6 38 - - JJ cord-016842-sow7k53m 6 39 level level JJ cord-016842-sow7k53m 6 40 analyses analysis NNS cord-016842-sow7k53m 6 41 of of IN cord-016842-sow7k53m 6 42 gender gender NN cord-016842-sow7k53m 6 43 and and CC cord-016842-sow7k53m 6 44 age age NN cord-016842-sow7k53m 6 45 differences difference NNS cord-016842-sow7k53m 6 46 in in IN cord-016842-sow7k53m 6 47 news news NN cord-016842-sow7k53m 6 48 consumption consumption NN cord-016842-sow7k53m 6 49 . . . cord-016842-sow7k53m 7 1 We -PRON- PRP cord-016842-sow7k53m 7 2 measured measure VBD cord-016842-sow7k53m 7 3 such such JJ cord-016842-sow7k53m 7 4 differences difference NNS cord-016842-sow7k53m 7 5 in in IN cord-016842-sow7k53m 7 6 four four CD cord-016842-sow7k53m 7 7 different different JJ cord-016842-sow7k53m 7 8 levels level NNS cord-016842-sow7k53m 7 9 : : : cord-016842-sow7k53m 7 10 ( ( -LRB- cord-016842-sow7k53m 7 11 1 1 LS cord-016842-sow7k53m 7 12 ) ) -RRB- cord-016842-sow7k53m 7 13 by by IN cord-016842-sow7k53m 7 14 actual actual JJ cord-016842-sow7k53m 7 15 news news NN cord-016842-sow7k53m 7 16 items item NNS cord-016842-sow7k53m 7 17 , , , cord-016842-sow7k53m 7 18 ( ( -LRB- cord-016842-sow7k53m 7 19 2 2 LS cord-016842-sow7k53m 7 20 ) ) -RRB- cord-016842-sow7k53m 7 21 by by IN cord-016842-sow7k53m 7 22 section section NN cord-016842-sow7k53m 7 23 , , , cord-016842-sow7k53m 7 24 ( ( -LRB- cord-016842-sow7k53m 7 25 3 3 LS cord-016842-sow7k53m 7 26 ) ) -RRB- cord-016842-sow7k53m 7 27 by by IN cord-016842-sow7k53m 7 28 topic topic NN cord-016842-sow7k53m 7 29 , , , cord-016842-sow7k53m 7 30 and and CC cord-016842-sow7k53m 7 31 ( ( -LRB- cord-016842-sow7k53m 7 32 4 4 LS cord-016842-sow7k53m 7 33 ) ) -RRB- cord-016842-sow7k53m 7 34 by by IN cord-016842-sow7k53m 7 35 subtopic subtopic NN cord-016842-sow7k53m 7 36 . . . cord-016842-sow7k53m 8 1 We -PRON- PRP cord-016842-sow7k53m 8 2 characterized characterize VBD cord-016842-sow7k53m 8 3 the the DT cord-016842-sow7k53m 8 4 news news NN cord-016842-sow7k53m 8 5 items item NNS cord-016842-sow7k53m 8 6 at at IN cord-016842-sow7k53m 8 7 the the DT cord-016842-sow7k53m 8 8 four four CD cord-016842-sow7k53m 8 9 levels level NNS cord-016842-sow7k53m 8 10 by by IN cord-016842-sow7k53m 8 11 using use VBG cord-016842-sow7k53m 8 12 the the DT cord-016842-sow7k53m 8 13 computational computational JJ cord-016842-sow7k53m 8 14 techniques technique NNS cord-016842-sow7k53m 8 15 , , , cord-016842-sow7k53m 8 16 which which WDT cord-016842-sow7k53m 8 17 are be VBP cord-016842-sow7k53m 8 18 topic topic NN cord-016842-sow7k53m 8 19 modeling modeling NN cord-016842-sow7k53m 8 20 and and CC cord-016842-sow7k53m 8 21 the the DT cord-016842-sow7k53m 8 22 vector vector NN cord-016842-sow7k53m 8 23 representation representation NN cord-016842-sow7k53m 8 24 of of IN cord-016842-sow7k53m 8 25 words word NNS cord-016842-sow7k53m 8 26 and and CC cord-016842-sow7k53m 8 27 news news NN cord-016842-sow7k53m 8 28 items item NNS cord-016842-sow7k53m 8 29 . . . cord-016842-sow7k53m 9 1 We -PRON- PRP cord-016842-sow7k53m 9 2 found find VBD cord-016842-sow7k53m 9 3 that that IN cord-016842-sow7k53m 9 4 differences difference NNS cord-016842-sow7k53m 9 5 in in IN cord-016842-sow7k53m 9 6 news news NN cord-016842-sow7k53m 9 7 reading reading NN cord-016842-sow7k53m 9 8 behavior behavior NN cord-016842-sow7k53m 9 9 across across IN cord-016842-sow7k53m 9 10 different different JJ cord-016842-sow7k53m 9 11 demographic demographic JJ cord-016842-sow7k53m 9 12 groups group NNS cord-016842-sow7k53m 9 13 are be VBP cord-016842-sow7k53m 9 14 the the DT cord-016842-sow7k53m 9 15 most most RBS cord-016842-sow7k53m 9 16 noticeable noticeable JJ cord-016842-sow7k53m 9 17 in in IN cord-016842-sow7k53m 9 18 subtopic subtopic NN cord-016842-sow7k53m 9 19 level level NN cord-016842-sow7k53m 9 20 but but CC cord-016842-sow7k53m 9 21 neither neither DT cord-016842-sow7k53m 9 22 section section NN cord-016842-sow7k53m 9 23 nor nor CC cord-016842-sow7k53m 9 24 topic topic NN cord-016842-sow7k53m 9 25 levels level NNS cord-016842-sow7k53m 9 26 . . . cord-016842-sow7k53m 10 1 Demographics demographic NNS cord-016842-sow7k53m 10 2 play play VBP cord-016842-sow7k53m 10 3 an an DT cord-016842-sow7k53m 10 4 important important JJ cord-016842-sow7k53m 10 5 role role NN cord-016842-sow7k53m 10 6 in in IN cord-016842-sow7k53m 10 7 news news NN cord-016842-sow7k53m 10 8 consumption consumption NN cord-016842-sow7k53m 10 9 . . . cord-016842-sow7k53m 11 1 What what WDT cord-016842-sow7k53m 11 2 women woman NNS cord-016842-sow7k53m 11 3 in in IN cord-016842-sow7k53m 11 4 their -PRON- PRP$ cord-016842-sow7k53m 11 5 fifties fifty NNS cord-016842-sow7k53m 11 6 read read VBP cord-016842-sow7k53m 11 7 is be VBZ cord-016842-sow7k53m 11 8 very very RB cord-016842-sow7k53m 11 9 different different JJ cord-016842-sow7k53m 11 10 from from IN cord-016842-sow7k53m 11 11 that that DT cord-016842-sow7k53m 11 12 of of IN cord-016842-sow7k53m 11 13 men man NNS cord-016842-sow7k53m 11 14 in in IN cord-016842-sow7k53m 11 15 their -PRON- PRP$ cord-016842-sow7k53m 11 16 twenties twenty NNS cord-016842-sow7k53m 11 17 . . . cord-016842-sow7k53m 12 1 Understanding understand VBG cord-016842-sow7k53m 12 2 such such JJ cord-016842-sow7k53m 12 3 differences difference NNS cord-016842-sow7k53m 12 4 in in IN cord-016842-sow7k53m 12 5 news news NN cord-016842-sow7k53m 12 6 consumption consumption NN cord-016842-sow7k53m 12 7 can can MD cord-016842-sow7k53m 12 8 potentially potentially RB cord-016842-sow7k53m 12 9 help help VB cord-016842-sow7k53m 12 10 journalists journalist NNS cord-016842-sow7k53m 12 11 to to TO cord-016842-sow7k53m 12 12 pitch pitch VB cord-016842-sow7k53m 12 13 news news NN cord-016842-sow7k53m 12 14 articles article NNS cord-016842-sow7k53m 12 15 better better RB cord-016842-sow7k53m 12 16 , , , cord-016842-sow7k53m 12 17 help help VB cord-016842-sow7k53m 12 18 editors editor NNS cord-016842-sow7k53m 12 19 to to TO cord-016842-sow7k53m 12 20 decide decide VB cord-016842-sow7k53m 12 21 which which WDT cord-016842-sow7k53m 12 22 ones one NNS cord-016842-sow7k53m 12 23 to to TO cord-016842-sow7k53m 12 24 put put VB cord-016842-sow7k53m 12 25 on on IN cord-016842-sow7k53m 12 26 the the DT cord-016842-sow7k53m 12 27 front front JJ cord-016842-sow7k53m 12 28 page page NN cord-016842-sow7k53m 12 29 , , , cord-016842-sow7k53m 12 30 and and CC cord-016842-sow7k53m 12 31 help help VB cord-016842-sow7k53m 12 32 computer computer NN cord-016842-sow7k53m 12 33 scientists scientist NNS cord-016842-sow7k53m 12 34 design design VBP cord-016842-sow7k53m 12 35 new new JJ cord-016842-sow7k53m 12 36 algorithms algorithm NNS cord-016842-sow7k53m 12 37 for for IN cord-016842-sow7k53m 12 38 recommending recommend VBG cord-016842-sow7k53m 12 39 articles article NNS cord-016842-sow7k53m 12 40 . . . cord-016842-sow7k53m 13 1 That that DT cord-016842-sow7k53m 13 2 is be VBZ cord-016842-sow7k53m 13 3 the the DT cord-016842-sow7k53m 13 4 reason reason NN cord-016842-sow7k53m 13 5 why why WRB cord-016842-sow7k53m 13 6 news news NN cord-016842-sow7k53m 13 7 consumption consumption NN cord-016842-sow7k53m 13 8 of of IN cord-016842-sow7k53m 13 9 demographic demographic JJ cord-016842-sow7k53m 13 10 groups group NNS cord-016842-sow7k53m 13 11 has have VBZ cord-016842-sow7k53m 13 12 been be VBN cord-016842-sow7k53m 13 13 actively actively RB cord-016842-sow7k53m 13 14 studied study VBN cord-016842-sow7k53m 13 15 in in IN cord-016842-sow7k53m 13 16 both both CC cord-016842-sow7k53m 13 17 the the DT cord-016842-sow7k53m 13 18 domains domain NNS cord-016842-sow7k53m 13 19 of of IN cord-016842-sow7k53m 13 20 journalism journalism NN cord-016842-sow7k53m 13 21 study study NN cord-016842-sow7k53m 13 22 and and CC cord-016842-sow7k53m 13 23 computer computer NN cord-016842-sow7k53m 13 24 science science NN cord-016842-sow7k53m 13 25 [ [ -LRB- cord-016842-sow7k53m 13 26 14 14 CD cord-016842-sow7k53m 13 27 , , , cord-016842-sow7k53m 13 28 18 18 CD cord-016842-sow7k53m 13 29 , , , cord-016842-sow7k53m 13 30 24 24 CD cord-016842-sow7k53m 13 31 , , , cord-016842-sow7k53m 13 32 31 31 CD cord-016842-sow7k53m 13 33 , , , cord-016842-sow7k53m 13 34 39 39 CD cord-016842-sow7k53m 13 35 , , , cord-016842-sow7k53m 13 36 40 40 CD cord-016842-sow7k53m 13 37 ] ] -RRB- cord-016842-sow7k53m 13 38 . . . cord-016842-sow7k53m 14 1 The the DT cord-016842-sow7k53m 14 2 previous previous JJ cord-016842-sow7k53m 14 3 literature literature NN cord-016842-sow7k53m 14 4 regarding regard VBG cord-016842-sow7k53m 14 5 news news NN cord-016842-sow7k53m 14 6 consumption consumption NN cord-016842-sow7k53m 14 7 in in IN cord-016842-sow7k53m 14 8 the the DT cord-016842-sow7k53m 14 9 study study NN cord-016842-sow7k53m 14 10 of of IN cord-016842-sow7k53m 14 11 journalism journalism NN cord-016842-sow7k53m 14 12 has have VBZ cord-016842-sow7k53m 14 13 mainly mainly RB cord-016842-sow7k53m 14 14 focused focus VBN cord-016842-sow7k53m 14 15 on on IN cord-016842-sow7k53m 14 16 the the DT cord-016842-sow7k53m 14 17 gender gender NN cord-016842-sow7k53m 14 18 differences difference NNS cord-016842-sow7k53m 14 19 in in IN cord-016842-sow7k53m 14 20 the the DT cord-016842-sow7k53m 14 21 consumption consumption NN cord-016842-sow7k53m 14 22 of of IN cord-016842-sow7k53m 14 23 news news NN cord-016842-sow7k53m 14 24 genres genre NNS cord-016842-sow7k53m 14 25 [ [ -LRB- cord-016842-sow7k53m 14 26 18 18 CD cord-016842-sow7k53m 14 27 , , , cord-016842-sow7k53m 14 28 24 24 CD cord-016842-sow7k53m 14 29 , , , cord-016842-sow7k53m 14 30 40 40 CD cord-016842-sow7k53m 14 31 ] ] -RRB- cord-016842-sow7k53m 14 32 primarily primarily RB cord-016842-sow7k53m 14 33 due due IN cord-016842-sow7k53m 14 34 to to IN cord-016842-sow7k53m 14 35 the the DT cord-016842-sow7k53m 14 36 lack lack NN cord-016842-sow7k53m 14 37 of of IN cord-016842-sow7k53m 14 38 other other JJ cord-016842-sow7k53m 14 39 detailed detailed JJ cord-016842-sow7k53m 14 40 data datum NNS cord-016842-sow7k53m 14 41 . . . cord-016842-sow7k53m 15 1 On on IN cord-016842-sow7k53m 15 2 the the DT cord-016842-sow7k53m 15 3 other other JJ cord-016842-sow7k53m 15 4 hand hand NN cord-016842-sow7k53m 15 5 , , , cord-016842-sow7k53m 15 6 in in IN cord-016842-sow7k53m 15 7 computer computer NN cord-016842-sow7k53m 15 8 science science NN cord-016842-sow7k53m 15 9 , , , cord-016842-sow7k53m 15 10 previous previous JJ cord-016842-sow7k53m 15 11 studies study NNS cord-016842-sow7k53m 15 12 have have VBP cord-016842-sow7k53m 15 13 mainly mainly RB cord-016842-sow7k53m 15 14 focused focus VBN cord-016842-sow7k53m 15 15 on on IN cord-016842-sow7k53m 15 16 developing develop VBG cord-016842-sow7k53m 15 17 models model NNS cord-016842-sow7k53m 15 18 for for IN cord-016842-sow7k53m 15 19 predicting predict VBG cord-016842-sow7k53m 15 20 clicks click NNS cord-016842-sow7k53m 15 21 and and CC cord-016842-sow7k53m 15 22 for for IN cord-016842-sow7k53m 15 23 news news NN cord-016842-sow7k53m 15 24 recommendations recommendation NNS cord-016842-sow7k53m 15 25 at at IN cord-016842-sow7k53m 15 26 an an DT cord-016842-sow7k53m 15 27 individual individual JJ cord-016842-sow7k53m 15 28 level level NN cord-016842-sow7k53m 15 29 with with IN cord-016842-sow7k53m 15 30 large large JJ cord-016842-sow7k53m 15 31 - - HYPH cord-016842-sow7k53m 15 32 scale scale NN cord-016842-sow7k53m 15 33 data datum NNS cord-016842-sow7k53m 15 34 [ [ -LRB- cord-016842-sow7k53m 15 35 14 14 CD cord-016842-sow7k53m 15 36 , , , cord-016842-sow7k53m 15 37 31 31 CD cord-016842-sow7k53m 15 38 , , , cord-016842-sow7k53m 15 39 39 39 CD cord-016842-sow7k53m 15 40 ] ] -RRB- cord-016842-sow7k53m 15 41 . . . cord-016842-sow7k53m 16 1 In in IN cord-016842-sow7k53m 16 2 this this DT cord-016842-sow7k53m 16 3 study study NN cord-016842-sow7k53m 16 4 , , , cord-016842-sow7k53m 16 5 we -PRON- PRP cord-016842-sow7k53m 16 6 attempt attempt VBP cord-016842-sow7k53m 16 7 to to TO cord-016842-sow7k53m 16 8 bridge bridge VB cord-016842-sow7k53m 16 9 these these DT cord-016842-sow7k53m 16 10 two two CD cord-016842-sow7k53m 16 11 worlds world NNS cord-016842-sow7k53m 16 12 and and CC cord-016842-sow7k53m 16 13 uncover uncover VB cord-016842-sow7k53m 16 14 the the DT cord-016842-sow7k53m 16 15 differences difference NNS cord-016842-sow7k53m 16 16 in in IN cord-016842-sow7k53m 16 17 news news NN cord-016842-sow7k53m 16 18 consumption consumption NN cord-016842-sow7k53m 16 19 across across IN cord-016842-sow7k53m 16 20 demographic demographic JJ cord-016842-sow7k53m 16 21 groups group NNS cord-016842-sow7k53m 16 22 by by IN cord-016842-sow7k53m 16 23 large large JJ cord-016842-sow7k53m 16 24 - - HYPH cord-016842-sow7k53m 16 25 scale scale NN cord-016842-sow7k53m 16 26 news news NN cord-016842-sow7k53m 16 27 consumption consumption NN cord-016842-sow7k53m 16 28 data datum NNS cord-016842-sow7k53m 16 29 . . . cord-016842-sow7k53m 17 1 Specifically specifically RB cord-016842-sow7k53m 17 2 , , , cord-016842-sow7k53m 17 3 we -PRON- PRP cord-016842-sow7k53m 17 4 aim aim VBP cord-016842-sow7k53m 17 5 to to TO cord-016842-sow7k53m 17 6 quantify quantify VB cord-016842-sow7k53m 17 7 such such JJ cord-016842-sow7k53m 17 8 differences difference NNS cord-016842-sow7k53m 17 9 in in IN cord-016842-sow7k53m 17 10 four four CD cord-016842-sow7k53m 17 11 dimensions dimension NNS cord-016842-sow7k53m 17 12 : : : cord-016842-sow7k53m 17 13 actual actual JJ cord-016842-sow7k53m 17 14 news news NN cord-016842-sow7k53m 17 15 items item NNS cord-016842-sow7k53m 17 16 , , , cord-016842-sow7k53m 17 17 sections section NNS cord-016842-sow7k53m 17 18 , , , cord-016842-sow7k53m 17 19 topics topic NNS cord-016842-sow7k53m 17 20 , , , cord-016842-sow7k53m 17 21 and and CC cord-016842-sow7k53m 17 22 subtopics subtopic NNS cord-016842-sow7k53m 17 23 . . . cord-016842-sow7k53m 18 1 While while IN cord-016842-sow7k53m 18 2 the the DT cord-016842-sow7k53m 18 3 existence existence NN cord-016842-sow7k53m 18 4 of of IN cord-016842-sow7k53m 18 5 the the DT cord-016842-sow7k53m 18 6 " " `` cord-016842-sow7k53m 18 7 differences difference NNS cord-016842-sow7k53m 18 8 " " '' cord-016842-sow7k53m 18 9 is be VBZ cord-016842-sow7k53m 18 10 expected expect VBN cord-016842-sow7k53m 18 11 , , , cord-016842-sow7k53m 18 12 our -PRON- PRP$ cord-016842-sow7k53m 18 13 multidimensional multidimensional JJ cord-016842-sow7k53m 18 14 analysis analysis NN cord-016842-sow7k53m 18 15 shows show VBZ cord-016842-sow7k53m 18 16 how how WRB cord-016842-sow7k53m 18 17 such such JJ cord-016842-sow7k53m 18 18 differences difference NNS cord-016842-sow7k53m 18 19 can can MD cord-016842-sow7k53m 18 20 be be VB cord-016842-sow7k53m 18 21 differently differently RB cord-016842-sow7k53m 18 22 captured capture VBN cord-016842-sow7k53m 18 23 in in IN cord-016842-sow7k53m 18 24 each each DT cord-016842-sow7k53m 18 25 dimension dimension NN cord-016842-sow7k53m 18 26 . . . cord-016842-sow7k53m 19 1 For for IN cord-016842-sow7k53m 19 2 this this DT cord-016842-sow7k53m 19 3 study study NN cord-016842-sow7k53m 19 4 , , , cord-016842-sow7k53m 19 5 we -PRON- PRP cord-016842-sow7k53m 19 6 collected collect VBD cord-016842-sow7k53m 19 7 and and CC cord-016842-sow7k53m 19 8 analyzed analyze VBD cord-016842-sow7k53m 19 9 the the DT cord-016842-sow7k53m 19 10 daily daily JJ cord-016842-sow7k53m 19 11 top top JJ cord-016842-sow7k53m 19 12 30 30 CD cord-016842-sow7k53m 19 13 news news NN cord-016842-sow7k53m 19 14 items item NNS cord-016842-sow7k53m 19 15 for for IN cord-016842-sow7k53m 19 16 each each DT cord-016842-sow7k53m 19 17 gender gender NN cord-016842-sow7k53m 19 18 ( ( -LRB- cord-016842-sow7k53m 19 19 male male JJ cord-016842-sow7k53m 19 20 and and CC cord-016842-sow7k53m 19 21 female female JJ cord-016842-sow7k53m 19 22 ) ) -RRB- cord-016842-sow7k53m 19 23 and and CC cord-016842-sow7k53m 19 24 age age NN cord-016842-sow7k53m 19 25 group group NN cord-016842-sow7k53m 19 26 ( ( -LRB- cord-016842-sow7k53m 19 27 10s 10 NNS cord-016842-sow7k53m 19 28 , , , cord-016842-sow7k53m 19 29 20s 20 NNS cord-016842-sow7k53m 19 30 , , , cord-016842-sow7k53m 19 31 30s 30 NNS cord-016842-sow7k53m 19 32 , , , cord-016842-sow7k53m 19 33 40s 40 NNS cord-016842-sow7k53m 19 34 , , , cord-016842-sow7k53m 19 35 and and CC cord-016842-sow7k53m 19 36 50s 50 NNS cord-016842-sow7k53m 19 37 ) ) -RRB- cord-016842-sow7k53m 19 38 in in IN cord-016842-sow7k53m 19 39 Daum Daum NNP cord-016842-sow7k53m 19 40 News News NNP cord-016842-sow7k53m 19 41 , , , cord-016842-sow7k53m 19 42 the the DT cord-016842-sow7k53m 19 43 second second JJ cord-016842-sow7k53m 19 44 most most RBS cord-016842-sow7k53m 19 45 popular popular JJ cord-016842-sow7k53m 19 46 news news NN cord-016842-sow7k53m 19 47 portal portal NN cord-016842-sow7k53m 19 48 service service NN cord-016842-sow7k53m 19 49 in in IN cord-016842-sow7k53m 19 50 South South NNP cord-016842-sow7k53m 19 51 Korea Korea NNP cord-016842-sow7k53m 19 52 , , , cord-016842-sow7k53m 19 53 for for IN cord-016842-sow7k53m 19 54 the the DT cord-016842-sow7k53m 19 55 entire entire JJ cord-016842-sow7k53m 19 56 year year NN cord-016842-sow7k53m 19 57 of of IN cord-016842-sow7k53m 19 58 2015 2015 CD cord-016842-sow7k53m 19 59 . . . cord-016842-sow7k53m 20 1 The the DT cord-016842-sow7k53m 20 2 number number NN cord-016842-sow7k53m 20 3 of of IN cord-016842-sow7k53m 20 4 the the DT cord-016842-sow7k53m 20 5 unique unique JJ cord-016842-sow7k53m 20 6 news news NN cord-016842-sow7k53m 20 7 items item NNS cord-016842-sow7k53m 20 8 collected collect VBN cord-016842-sow7k53m 20 9 is be VBZ cord-016842-sow7k53m 20 10 103,133 103,133 CD cord-016842-sow7k53m 20 11 . . . cord-016842-sow7k53m 21 1 Daum Daum NNP cord-016842-sow7k53m 21 2 News News NNP cord-016842-sow7k53m 21 3 can can MD cord-016842-sow7k53m 21 4 have have VB cord-016842-sow7k53m 21 5 the the DT cord-016842-sow7k53m 21 6 accurate accurate JJ cord-016842-sow7k53m 21 7 , , , cord-016842-sow7k53m 21 8 not not RB cord-016842-sow7k53m 21 9 self self NN cord-016842-sow7k53m 21 10 - - HYPH cord-016842-sow7k53m 21 11 reported report VBN cord-016842-sow7k53m 21 12 , , , cord-016842-sow7k53m 21 13 information information NN cord-016842-sow7k53m 21 14 on on IN cord-016842-sow7k53m 21 15 the the DT cord-016842-sow7k53m 21 16 user user NN cord-016842-sow7k53m 21 17 's 's POS cord-016842-sow7k53m 21 18 age age NN cord-016842-sow7k53m 21 19 and and CC cord-016842-sow7k53m 21 20 gender gender NN cord-016842-sow7k53m 21 21 based base VBN cord-016842-sow7k53m 21 22 on on IN cord-016842-sow7k53m 21 23 one one PRP cord-016842-sow7k53m 21 24 's 's POS cord-016842-sow7k53m 21 25 social social JJ cord-016842-sow7k53m 21 26 security security NN cord-016842-sow7k53m 21 27 number number NN cord-016842-sow7k53m 21 28 . . . cord-016842-sow7k53m 22 1 This this DT cord-016842-sow7k53m 22 2 practice practice NN cord-016842-sow7k53m 22 3 is be VBZ cord-016842-sow7k53m 22 4 not not RB cord-016842-sow7k53m 22 5 common common JJ cord-016842-sow7k53m 22 6 in in IN cord-016842-sow7k53m 22 7 the the DT cord-016842-sow7k53m 22 8 Western western JJ cord-016842-sow7k53m 22 9 web web NN cord-016842-sow7k53m 22 10 services service NNS cord-016842-sow7k53m 22 11 . . . cord-016842-sow7k53m 23 1 In in IN cord-016842-sow7k53m 23 2 South South NNP cord-016842-sow7k53m 23 3 Korea Korea NNP cord-016842-sow7k53m 23 4 , , , cord-016842-sow7k53m 23 5 to to TO cord-016842-sow7k53m 23 6 join join VB cord-016842-sow7k53m 23 7 a a DT cord-016842-sow7k53m 23 8 website website NN cord-016842-sow7k53m 23 9 , , , cord-016842-sow7k53m 23 10 it -PRON- PRP cord-016842-sow7k53m 23 11 is be VBZ cord-016842-sow7k53m 23 12 mandatory mandatory JJ cord-016842-sow7k53m 23 13 for for IN cord-016842-sow7k53m 23 14 identity identity NN cord-016842-sow7k53m 23 15 verification verification NN cord-016842-sow7k53m 23 16 to to TO cord-016842-sow7k53m 23 17 provide provide VB cord-016842-sow7k53m 23 18 the the DT cord-016842-sow7k53m 23 19 social social JJ cord-016842-sow7k53m 23 20 security security NN cord-016842-sow7k53m 23 21 number number NN cord-016842-sow7k53m 23 22 that that WDT cord-016842-sow7k53m 23 23 contains contain VBZ cord-016842-sow7k53m 23 24 your -PRON- PRP$ cord-016842-sow7k53m 23 25 birth birth NN cord-016842-sow7k53m 23 26 year year NN cord-016842-sow7k53m 23 27 and and CC cord-016842-sow7k53m 23 28 gender gender NN cord-016842-sow7k53m 23 29 . . . cord-016842-sow7k53m 24 1 Also also RB cord-016842-sow7k53m 24 2 , , , cord-016842-sow7k53m 24 3 Daum Daum NNP cord-016842-sow7k53m 24 4 News News NNP cord-016842-sow7k53m 24 5 has have VBZ cord-016842-sow7k53m 24 6 a a DT cord-016842-sow7k53m 24 7 strong strong JJ cord-016842-sow7k53m 24 8 user user NN cord-016842-sow7k53m 24 9 base base NN cord-016842-sow7k53m 24 10 that that WDT cord-016842-sow7k53m 24 11 reads read VBZ cord-016842-sow7k53m 24 12 news news NN cord-016842-sow7k53m 24 13 with with IN cord-016842-sow7k53m 24 14 a a DT cord-016842-sow7k53m 24 15 logged log VBN cord-016842-sow7k53m 24 16 - - HYPH cord-016842-sow7k53m 24 17 in in RP cord-016842-sow7k53m 24 18 status status NN cord-016842-sow7k53m 24 19 mainly mainly RB cord-016842-sow7k53m 24 20 because because IN cord-016842-sow7k53m 24 21 Daum Daum NNP cord-016842-sow7k53m 24 22 News News NNP cord-016842-sow7k53m 24 23 offers offer VBZ cord-016842-sow7k53m 24 24 a a DT cord-016842-sow7k53m 24 25 wide wide JJ cord-016842-sow7k53m 24 26 range range NN cord-016842-sow7k53m 24 27 of of IN cord-016842-sow7k53m 24 28 services service NNS cord-016842-sow7k53m 24 29 , , , cord-016842-sow7k53m 24 30 which which WDT cord-016842-sow7k53m 24 31 include include VBP cord-016842-sow7k53m 24 32 e e NN cord-016842-sow7k53m 24 33 - - NN cord-016842-sow7k53m 24 34 mail mail NN cord-016842-sow7k53m 24 35 , , , cord-016842-sow7k53m 24 36 Internet internet NN cord-016842-sow7k53m 24 37 community community NN cord-016842-sow7k53m 24 38 , , , cord-016842-sow7k53m 24 39 or or CC cord-016842-sow7k53m 24 40 messenger messenger NN cord-016842-sow7k53m 24 41 , , , cord-016842-sow7k53m 24 42 for for IN cord-016842-sow7k53m 24 43 example example NN cord-016842-sow7k53m 24 44 , , , cord-016842-sow7k53m 24 45 based base VBN cord-016842-sow7k53m 24 46 on on IN cord-016842-sow7k53m 24 47 the the DT cord-016842-sow7k53m 24 48 logged log VBN cord-016842-sow7k53m 24 49 - - HYPH cord-016842-sow7k53m 24 50 in in RP cord-016842-sow7k53m 24 51 status status NN cord-016842-sow7k53m 24 52 . . . cord-016842-sow7k53m 25 1 Sex sex NN cord-016842-sow7k53m 25 2 - - HYPH cord-016842-sow7k53m 25 3 typed type VBN cord-016842-sow7k53m 25 4 media medium NNS cord-016842-sow7k53m 25 5 preference preference NN cord-016842-sow7k53m 25 6 has have VBZ cord-016842-sow7k53m 25 7 long long RB cord-016842-sow7k53m 25 8 been be VBN cord-016842-sow7k53m 25 9 investigated investigate VBN cord-016842-sow7k53m 25 10 for for IN cord-016842-sow7k53m 25 11 various various JJ cord-016842-sow7k53m 25 12 types type NNS cord-016842-sow7k53m 25 13 of of IN cord-016842-sow7k53m 25 14 media medium NNS cord-016842-sow7k53m 25 15 . . . cord-016842-sow7k53m 26 1 Regarding regard VBG cord-016842-sow7k53m 26 2 movie movie NN cord-016842-sow7k53m 26 3 and and CC cord-016842-sow7k53m 26 4 TV tv NN cord-016842-sow7k53m 26 5 genres genre NNS cord-016842-sow7k53m 26 6 , , , cord-016842-sow7k53m 26 7 studies study NNS cord-016842-sow7k53m 26 8 have have VBP cord-016842-sow7k53m 26 9 found find VBN cord-016842-sow7k53m 26 10 that that IN cord-016842-sow7k53m 26 11 women woman NNS cord-016842-sow7k53m 26 12 are be VBP cord-016842-sow7k53m 26 13 more more RBR cord-016842-sow7k53m 26 14 likely likely JJ cord-016842-sow7k53m 26 15 to to TO cord-016842-sow7k53m 26 16 watch watch VB cord-016842-sow7k53m 26 17 tragedies tragedy NNS cord-016842-sow7k53m 26 18 , , , cord-016842-sow7k53m 26 19 soaps soap NNS cord-016842-sow7k53m 26 20 , , , cord-016842-sow7k53m 26 21 dramas drama NNS cord-016842-sow7k53m 26 22 , , , cord-016842-sow7k53m 26 23 medical medical JJ cord-016842-sow7k53m 26 24 serials serial NNS cord-016842-sow7k53m 26 25 , , , cord-016842-sow7k53m 26 26 and and CC cord-016842-sow7k53m 26 27 romances romance NNS cord-016842-sow7k53m 26 28 ; ; : cord-016842-sow7k53m 26 29 men man NNS cord-016842-sow7k53m 26 30 , , , cord-016842-sow7k53m 26 31 on on IN cord-016842-sow7k53m 26 32 the the DT cord-016842-sow7k53m 26 33 other other JJ cord-016842-sow7k53m 26 34 hand hand NN cord-016842-sow7k53m 26 35 , , , cord-016842-sow7k53m 26 36 tend tend VBP cord-016842-sow7k53m 26 37 to to TO cord-016842-sow7k53m 26 38 prefer prefer VB cord-016842-sow7k53m 26 39 horror horror NN cord-016842-sow7k53m 26 40 , , , cord-016842-sow7k53m 26 41 sports sport NNS cord-016842-sow7k53m 26 42 , , , cord-016842-sow7k53m 26 43 and and CC cord-016842-sow7k53m 26 44 action action NN cord-016842-sow7k53m 26 45 and and CC cord-016842-sow7k53m 26 46 adventure adventure NN cord-016842-sow7k53m 26 47 content content NN cord-016842-sow7k53m 26 48 [ [ -LRB- cord-016842-sow7k53m 26 49 21 21 CD cord-016842-sow7k53m 26 50 , , , cord-016842-sow7k53m 26 51 37 37 CD cord-016842-sow7k53m 26 52 , , , cord-016842-sow7k53m 26 53 38 38 CD cord-016842-sow7k53m 26 54 , , , cord-016842-sow7k53m 26 55 41 41 CD cord-016842-sow7k53m 26 56 , , , cord-016842-sow7k53m 26 57 42 42 CD cord-016842-sow7k53m 26 58 ] ] -RRB- cord-016842-sow7k53m 26 59 . . . cord-016842-sow7k53m 27 1 Psychological psychological JJ cord-016842-sow7k53m 27 2 research research NN cord-016842-sow7k53m 27 3 suggests suggest VBZ cord-016842-sow7k53m 27 4 that that IN cord-016842-sow7k53m 27 5 such such JJ cord-016842-sow7k53m 27 6 sex sex NN cord-016842-sow7k53m 27 7 - - HYPH cord-016842-sow7k53m 27 8 typed type VBN cord-016842-sow7k53m 27 9 media medium NNS cord-016842-sow7k53m 27 10 selections selection NNS cord-016842-sow7k53m 27 11 might may MD cord-016842-sow7k53m 27 12 well well RB cord-016842-sow7k53m 27 13 be be VB cord-016842-sow7k53m 27 14 rooted root VBN cord-016842-sow7k53m 27 15 in in IN cord-016842-sow7k53m 27 16 societal societal JJ cord-016842-sow7k53m 27 17 gender gender NN cord-016842-sow7k53m 27 18 stereotypes stereotype NNS cord-016842-sow7k53m 27 19 -men -men : cord-016842-sow7k53m 27 20 are be VBP cord-016842-sow7k53m 27 21 expected expect VBN cord-016842-sow7k53m 27 22 to to TO cord-016842-sow7k53m 27 23 achieve achieve VB cord-016842-sow7k53m 27 24 more more JJR cord-016842-sow7k53m 27 25 , , , cord-016842-sow7k53m 27 26 and and CC cord-016842-sow7k53m 27 27 women woman NNS cord-016842-sow7k53m 27 28 are be VBP cord-016842-sow7k53m 27 29 expected expect VBN cord-016842-sow7k53m 27 30 to to TO cord-016842-sow7k53m 27 31 interact interact VB cord-016842-sow7k53m 27 32 more more RBR cord-016842-sow7k53m 27 33 [ [ -LRB- cord-016842-sow7k53m 27 34 16 16 CD cord-016842-sow7k53m 27 35 ] ] -RRB- cord-016842-sow7k53m 27 36 . . . cord-016842-sow7k53m 28 1 Scholars scholar NNS cord-016842-sow7k53m 28 2 of of IN cord-016842-sow7k53m 28 3 the the DT cord-016842-sow7k53m 28 4 study study NN cord-016842-sow7k53m 28 5 of of IN cord-016842-sow7k53m 28 6 journalism journalism NN cord-016842-sow7k53m 28 7 have have VBP cord-016842-sow7k53m 28 8 examined examine VBN cord-016842-sow7k53m 28 9 how how WRB cord-016842-sow7k53m 28 10 demographics demographic NNS cord-016842-sow7k53m 28 11 , , , cord-016842-sow7k53m 28 12 such such JJ cord-016842-sow7k53m 28 13 as as IN cord-016842-sow7k53m 28 14 sex sex NN cord-016842-sow7k53m 28 15 or or CC cord-016842-sow7k53m 28 16 age age NN cord-016842-sow7k53m 28 17 , , , cord-016842-sow7k53m 28 18 relate relate VBP cord-016842-sow7k53m 28 19 to to IN cord-016842-sow7k53m 28 20 news news NN cord-016842-sow7k53m 28 21 - - HYPH cord-016842-sow7k53m 28 22 seeking seek VBG cord-016842-sow7k53m 28 23 behavior behavior NN cord-016842-sow7k53m 28 24 and and CC cord-016842-sow7k53m 28 25 news news NN cord-016842-sow7k53m 28 26 preferences preference NNS cord-016842-sow7k53m 28 27 [ [ -LRB- cord-016842-sow7k53m 28 28 15 15 CD cord-016842-sow7k53m 28 29 ] ] -RRB- cord-016842-sow7k53m 28 30 . . . cord-016842-sow7k53m 29 1 When when WRB cord-016842-sow7k53m 29 2 attending attend VBG cord-016842-sow7k53m 29 3 to to IN cord-016842-sow7k53m 29 4 news news NN cord-016842-sow7k53m 29 5 , , , cord-016842-sow7k53m 29 6 the the DT cord-016842-sow7k53m 29 7 sexes sex NNS cord-016842-sow7k53m 29 8 typically typically RB cord-016842-sow7k53m 29 9 pursue pursue VBP cord-016842-sow7k53m 29 10 remarkably remarkably RB cord-016842-sow7k53m 29 11 different different JJ cord-016842-sow7k53m 29 12 interests interest NNS cord-016842-sow7k53m 29 13 -in -in . cord-016842-sow7k53m 30 1 terms term NNS cord-016842-sow7k53m 30 2 of of IN cord-016842-sow7k53m 30 3 topics topic NNS cord-016842-sow7k53m 30 4 , , , cord-016842-sow7k53m 30 5 men man NNS cord-016842-sow7k53m 30 6 tend tend VBP cord-016842-sow7k53m 30 7 to to TO cord-016842-sow7k53m 30 8 follow follow VB cord-016842-sow7k53m 30 9 news news NN cord-016842-sow7k53m 30 10 on on IN cord-016842-sow7k53m 30 11 politics politic NNS cord-016842-sow7k53m 30 12 , , , cord-016842-sow7k53m 30 13 sports sport NNS cord-016842-sow7k53m 30 14 , , , cord-016842-sow7k53m 30 15 and and CC cord-016842-sow7k53m 30 16 business business NN cord-016842-sow7k53m 30 17 and and CC cord-016842-sow7k53m 30 18 finance finance NN cord-016842-sow7k53m 30 19 , , , cord-016842-sow7k53m 30 20 whereas whereas IN cord-016842-sow7k53m 30 21 women woman NNS cord-016842-sow7k53m 30 22 turn turn VBP cord-016842-sow7k53m 30 23 to to IN cord-016842-sow7k53m 30 24 news news NN cord-016842-sow7k53m 30 25 about about IN cord-016842-sow7k53m 30 26 community community NN cord-016842-sow7k53m 30 27 and and CC cord-016842-sow7k53m 30 28 health health NN cord-016842-sow7k53m 30 29 issues issue NNS cord-016842-sow7k53m 30 30 [ [ -LRB- cord-016842-sow7k53m 30 31 18 18 CD cord-016842-sow7k53m 30 32 , , , cord-016842-sow7k53m 30 33 40 40 CD cord-016842-sow7k53m 30 34 ] ] -RRB- cord-016842-sow7k53m 30 35 . . . cord-016842-sow7k53m 31 1 Also also RB cord-016842-sow7k53m 31 2 , , , cord-016842-sow7k53m 31 3 women woman NNS cord-016842-sow7k53m 31 4 read read VBP cord-016842-sow7k53m 31 5 more more JJR cord-016842-sow7k53m 31 6 about about IN cord-016842-sow7k53m 31 7 social social JJ cord-016842-sow7k53m 31 8 / / SYM cord-016842-sow7k53m 31 9 interpersonal interpersonal JJ cord-016842-sow7k53m 31 10 issues issue NNS cord-016842-sow7k53m 31 11 than than IN cord-016842-sow7k53m 31 12 men man NNS cord-016842-sow7k53m 31 13 , , , cord-016842-sow7k53m 31 14 and and CC cord-016842-sow7k53m 31 15 men man NNS cord-016842-sow7k53m 31 16 read read VBD cord-016842-sow7k53m 31 17 more more JJR cord-016842-sow7k53m 31 18 about about IN cord-016842-sow7k53m 31 19 achievement achievement NN cord-016842-sow7k53m 31 20 / / SYM cord-016842-sow7k53m 31 21 performance performance NN cord-016842-sow7k53m 31 22 than than IN cord-016842-sow7k53m 31 23 women woman NNS cord-016842-sow7k53m 31 24 [ [ -LRB- cord-016842-sow7k53m 31 25 24 24 CD cord-016842-sow7k53m 31 26 ] ] -RRB- cord-016842-sow7k53m 31 27 . . . cord-016842-sow7k53m 32 1 Scholars scholar NNS cord-016842-sow7k53m 32 2 suggested suggest VBD cord-016842-sow7k53m 32 3 that that IN cord-016842-sow7k53m 32 4 the the DT cord-016842-sow7k53m 32 5 origin origin NN cord-016842-sow7k53m 32 6 of of IN cord-016842-sow7k53m 32 7 gender gender NN cord-016842-sow7k53m 32 8 difference difference NN cord-016842-sow7k53m 32 9 in in IN cord-016842-sow7k53m 32 10 news news NN cord-016842-sow7k53m 32 11 consumption consumption NN cord-016842-sow7k53m 32 12 is be VBZ cord-016842-sow7k53m 32 13 not not RB cord-016842-sow7k53m 32 14 considered consider VBN cord-016842-sow7k53m 32 15 from from IN cord-016842-sow7k53m 32 16 biological biological JJ cord-016842-sow7k53m 32 17 differences difference NNS cord-016842-sow7k53m 32 18 but but CC cord-016842-sow7k53m 32 19 from from IN cord-016842-sow7k53m 32 20 the the DT cord-016842-sow7k53m 32 21 psychological psychological JJ cord-016842-sow7k53m 32 22 traits trait NNS cord-016842-sow7k53m 32 23 led lead VBN cord-016842-sow7k53m 32 24 by by IN cord-016842-sow7k53m 32 25 the the DT cord-016842-sow7k53m 32 26 sex sex NN cord-016842-sow7k53m 32 27 - - HYPH cord-016842-sow7k53m 32 28 typed type VBN cord-016842-sow7k53m 32 29 socialization socialization NN cord-016842-sow7k53m 32 30 [ [ -LRB- cord-016842-sow7k53m 32 31 33 33 CD cord-016842-sow7k53m 32 32 ] ] -RRB- cord-016842-sow7k53m 32 33 . . . cord-016842-sow7k53m 33 1 While while IN cord-016842-sow7k53m 33 2 news news NN cord-016842-sow7k53m 33 3 preferences preference NNS cord-016842-sow7k53m 33 4 have have VBP cord-016842-sow7k53m 33 5 been be VBN cord-016842-sow7k53m 33 6 extensively extensively RB cord-016842-sow7k53m 33 7 studied study VBN cord-016842-sow7k53m 33 8 for for IN cord-016842-sow7k53m 33 9 the the DT cord-016842-sow7k53m 33 10 news news NN cord-016842-sow7k53m 33 11 section section NN cord-016842-sow7k53m 33 12 , , , cord-016842-sow7k53m 33 13 little little JJ cord-016842-sow7k53m 33 14 is be VBZ cord-016842-sow7k53m 33 15 known know VBN cord-016842-sow7k53m 33 16 about about IN cord-016842-sow7k53m 33 17 the the DT cord-016842-sow7k53m 33 18 topic topic NN cord-016842-sow7k53m 33 19 or or CC cord-016842-sow7k53m 33 20 subtopic subtopic NN cord-016842-sow7k53m 33 21 preferences preference NNS cord-016842-sow7k53m 33 22 of of IN cord-016842-sow7k53m 33 23 different different JJ cord-016842-sow7k53m 33 24 demographic demographic JJ cord-016842-sow7k53m 33 25 groups group NNS cord-016842-sow7k53m 33 26 ' ' POS cord-016842-sow7k53m 33 27 news news NN cord-016842-sow7k53m 33 28 consumption consumption NN cord-016842-sow7k53m 33 29 . . . cord-016842-sow7k53m 34 1 The the DT cord-016842-sow7k53m 34 2 key key JJ cord-016842-sow7k53m 34 3 reason reason NN cord-016842-sow7k53m 34 4 for for IN cord-016842-sow7k53m 34 5 this this DT cord-016842-sow7k53m 34 6 oversight oversight NN cord-016842-sow7k53m 34 7 is be VBZ cord-016842-sow7k53m 34 8 mainly mainly RB cord-016842-sow7k53m 34 9 due due JJ cord-016842-sow7k53m 34 10 to to IN cord-016842-sow7k53m 34 11 a a DT cord-016842-sow7k53m 34 12 lack lack NN cord-016842-sow7k53m 34 13 of of IN cord-016842-sow7k53m 34 14 data datum NNS cord-016842-sow7k53m 34 15 . . . cord-016842-sow7k53m 35 1 Most Most JJS cord-016842-sow7k53m 35 2 of of IN cord-016842-sow7k53m 35 3 the the DT cord-016842-sow7k53m 35 4 previous previous JJ cord-016842-sow7k53m 35 5 work work NN cord-016842-sow7k53m 35 6 is be VBZ cord-016842-sow7k53m 35 7 based base VBN cord-016842-sow7k53m 35 8 on on IN cord-016842-sow7k53m 35 9 surveys survey NNS cord-016842-sow7k53m 35 10 or or CC cord-016842-sow7k53m 35 11 experiments experiment NNS cord-016842-sow7k53m 35 12 in in IN cord-016842-sow7k53m 35 13 the the DT cord-016842-sow7k53m 35 14 laboratory laboratory NN cord-016842-sow7k53m 35 15 setting set VBG cord-016842-sow7k53m 35 16 [ [ -LRB- cord-016842-sow7k53m 35 17 18 18 CD cord-016842-sow7k53m 35 18 , , , cord-016842-sow7k53m 35 19 24 24 CD cord-016842-sow7k53m 35 20 , , , cord-016842-sow7k53m 35 21 40 40 CD cord-016842-sow7k53m 35 22 ] ] -RRB- cord-016842-sow7k53m 35 23 . . . cord-016842-sow7k53m 36 1 By by IN cord-016842-sow7k53m 36 2 contrast contrast NN cord-016842-sow7k53m 36 3 , , , cord-016842-sow7k53m 36 4 our -PRON- PRP$ cord-016842-sow7k53m 36 5 work work NN cord-016842-sow7k53m 36 6 relies rely VBZ cord-016842-sow7k53m 36 7 on on IN cord-016842-sow7k53m 36 8 the the DT cord-016842-sow7k53m 36 9 longitudinal longitudinal JJ cord-016842-sow7k53m 36 10 data data NN cord-016842-sow7k53m 36 11 collection collection NN cord-016842-sow7k53m 36 12 where where WRB cord-016842-sow7k53m 36 13 a a DT cord-016842-sow7k53m 36 14 huge huge JJ cord-016842-sow7k53m 36 15 number number NN cord-016842-sow7k53m 36 16 of of IN cord-016842-sow7k53m 36 17 Korean korean JJ cord-016842-sow7k53m 36 18 Internet internet NN cord-016842-sow7k53m 36 19 news news NN cord-016842-sow7k53m 36 20 readers reader NNS cord-016842-sow7k53m 36 21 are be VBP cord-016842-sow7k53m 36 22 unobtrusively unobtrusively RB cord-016842-sow7k53m 36 23 monitored monitor VBN cord-016842-sow7k53m 36 24 . . . cord-016842-sow7k53m 37 1 Since since IN cord-016842-sow7k53m 37 2 news news NN cord-016842-sow7k53m 37 3 sites site NNS cord-016842-sow7k53m 37 4 have have VBP cord-016842-sow7k53m 37 5 been be VBN cord-016842-sow7k53m 37 6 publishing publish VBG cord-016842-sow7k53m 37 7 online online RB cord-016842-sow7k53m 37 8 , , , cord-016842-sow7k53m 37 9 we -PRON- PRP cord-016842-sow7k53m 37 10 now now RB cord-016842-sow7k53m 37 11 have have VBP cord-016842-sow7k53m 37 12 access access NN cord-016842-sow7k53m 37 13 to to IN cord-016842-sow7k53m 37 14 large large JJ cord-016842-sow7k53m 37 15 - - HYPH cord-016842-sow7k53m 37 16 scale scale NN cord-016842-sow7k53m 37 17 data datum NNS cord-016842-sow7k53m 37 18 of of IN cord-016842-sow7k53m 37 19 individual individual JJ cord-016842-sow7k53m 37 20 news news NN cord-016842-sow7k53m 37 21 consumption consumption NN cord-016842-sow7k53m 37 22 with with IN cord-016842-sow7k53m 37 23 detailed detailed JJ cord-016842-sow7k53m 37 24 personal personal JJ cord-016842-sow7k53m 37 25 profiles profile NNS cord-016842-sow7k53m 37 26 . . . cord-016842-sow7k53m 38 1 Computer computer NN cord-016842-sow7k53m 38 2 scientists scientist NNS cord-016842-sow7k53m 38 3 have have VBP cord-016842-sow7k53m 38 4 addressed address VBN cord-016842-sow7k53m 38 5 news news NN cord-016842-sow7k53m 38 6 - - HYPH cord-016842-sow7k53m 38 7 related relate VBN cord-016842-sow7k53m 38 8 questions question NNS cord-016842-sow7k53m 38 9 but but CC cord-016842-sow7k53m 38 10 with with IN cord-016842-sow7k53m 38 11 different different JJ cord-016842-sow7k53m 38 12 interests interest NNS cord-016842-sow7k53m 38 13 and and CC cord-016842-sow7k53m 38 14 approaches approach NNS cord-016842-sow7k53m 38 15 from from IN cord-016842-sow7k53m 38 16 scholars scholar NNS cord-016842-sow7k53m 38 17 in in IN cord-016842-sow7k53m 38 18 journalism journalism NN cord-016842-sow7k53m 38 19 or or CC cord-016842-sow7k53m 38 20 communication communication NN cord-016842-sow7k53m 38 21 studies study NNS cord-016842-sow7k53m 38 22 . . . cord-016842-sow7k53m 39 1 News news NN cord-016842-sow7k53m 39 2 - - HYPH cord-016842-sow7k53m 39 3 related relate VBN cord-016842-sow7k53m 39 4 research research NN cord-016842-sow7k53m 39 5 by by IN cord-016842-sow7k53m 39 6 computer computer NN cord-016842-sow7k53m 39 7 scientists scientist NNS cord-016842-sow7k53m 39 8 has have VBZ cord-016842-sow7k53m 39 9 predominantly predominantly RB cord-016842-sow7k53m 39 10 focused focus VBN cord-016842-sow7k53m 39 11 on on IN cord-016842-sow7k53m 39 12 modeling model VBG cord-016842-sow7k53m 39 13 news news NN cord-016842-sow7k53m 39 14 sharing sharing NN cord-016842-sow7k53m 39 15 behavior behavior NN cord-016842-sow7k53m 39 16 [ [ -LRB- cord-016842-sow7k53m 39 17 3 3 CD cord-016842-sow7k53m 39 18 ] ] -RRB- cord-016842-sow7k53m 39 19 [ [ -LRB- cord-016842-sow7k53m 39 20 4 4 CD cord-016842-sow7k53m 39 21 ] ] -RRB- cord-016842-sow7k53m 39 22 [ [ -LRB- cord-016842-sow7k53m 39 23 5 5 CD cord-016842-sow7k53m 39 24 ] ] -RRB- cord-016842-sow7k53m 39 25 , , , cord-016842-sow7k53m 39 26 news news NN cord-016842-sow7k53m 39 27 diffusion diffusion NN cord-016842-sow7k53m 39 28 [ [ -LRB- cord-016842-sow7k53m 39 29 1 1 CD cord-016842-sow7k53m 39 30 , , , cord-016842-sow7k53m 39 31 7 7 CD cord-016842-sow7k53m 39 32 , , , cord-016842-sow7k53m 39 33 17 17 CD cord-016842-sow7k53m 39 34 , , , cord-016842-sow7k53m 39 35 19 19 CD cord-016842-sow7k53m 39 36 , , , cord-016842-sow7k53m 39 37 26 26 CD cord-016842-sow7k53m 39 38 , , , cord-016842-sow7k53m 39 39 29 29 CD cord-016842-sow7k53m 39 40 , , , cord-016842-sow7k53m 39 41 36 36 CD cord-016842-sow7k53m 39 42 , , , cord-016842-sow7k53m 39 43 44 44 CD cord-016842-sow7k53m 39 44 , , , cord-016842-sow7k53m 39 45 49 49 CD cord-016842-sow7k53m 39 46 ] ] -RRB- cord-016842-sow7k53m 39 47 , , , cord-016842-sow7k53m 39 48 and and CC cord-016842-sow7k53m 39 49 modeling model VBG cord-016842-sow7k53m 39 50 the the DT cord-016842-sow7k53m 39 51 relative relative JJ cord-016842-sow7k53m 39 52 prominence prominence NN cord-016842-sow7k53m 39 53 of of IN cord-016842-sow7k53m 39 54 items item NNS cord-016842-sow7k53m 39 55 or or CC cord-016842-sow7k53m 39 56 topics topic NNS cord-016842-sow7k53m 39 57 [ [ -LRB- cord-016842-sow7k53m 39 58 2 2 CD cord-016842-sow7k53m 39 59 , , , cord-016842-sow7k53m 39 60 6 6 CD cord-016842-sow7k53m 39 61 , , , cord-016842-sow7k53m 39 62 8 8 CD cord-016842-sow7k53m 39 63 , , , cord-016842-sow7k53m 39 64 13 13 CD cord-016842-sow7k53m 39 65 , , , cord-016842-sow7k53m 39 66 25 25 CD cord-016842-sow7k53m 39 67 , , , cord-016842-sow7k53m 39 68 28 28 CD cord-016842-sow7k53m 39 69 ] ] -RRB- cord-016842-sow7k53m 39 70 . . . cord-016842-sow7k53m 40 1 Computer computer NN cord-016842-sow7k53m 40 2 scientists scientist NNS cord-016842-sow7k53m 40 3 also also RB cord-016842-sow7k53m 40 4 have have VBP cord-016842-sow7k53m 40 5 exploited exploit VBN cord-016842-sow7k53m 40 6 news news NN cord-016842-sow7k53m 40 7 consumption consumption NN cord-016842-sow7k53m 40 8 patterns pattern NNS cord-016842-sow7k53m 40 9 of of IN cord-016842-sow7k53m 40 10 individuals individual NNS cord-016842-sow7k53m 40 11 mainly mainly RB cord-016842-sow7k53m 40 12 for for IN cord-016842-sow7k53m 40 13 building build VBG cord-016842-sow7k53m 40 14 a a DT cord-016842-sow7k53m 40 15 better well JJR cord-016842-sow7k53m 40 16 news news NN cord-016842-sow7k53m 40 17 recommendation recommendation NN cord-016842-sow7k53m 40 18 system system NN cord-016842-sow7k53m 40 19 to to TO cord-016842-sow7k53m 40 20 give give VB cord-016842-sow7k53m 40 21 readers reader NNS cord-016842-sow7k53m 40 22 a a DT cord-016842-sow7k53m 40 23 personalized personalized JJ cord-016842-sow7k53m 40 24 experience experience NN cord-016842-sow7k53m 40 25 when when WRB cord-016842-sow7k53m 40 26 reading read VBG cord-016842-sow7k53m 40 27 the the DT cord-016842-sow7k53m 40 28 news news NN cord-016842-sow7k53m 40 29 . . . cord-016842-sow7k53m 41 1 Systems system NNS cord-016842-sow7k53m 41 2 that that WDT cord-016842-sow7k53m 41 3 make make VBP cord-016842-sow7k53m 41 4 recommendations recommendation NNS cord-016842-sow7k53m 41 5 according accord VBG cord-016842-sow7k53m 41 6 to to IN cord-016842-sow7k53m 41 7 demographic demographic JJ cord-016842-sow7k53m 41 8 classes class NNS cord-016842-sow7k53m 41 9 were be VBD cord-016842-sow7k53m 41 10 initially initially RB cord-016842-sow7k53m 41 11 introduced introduce VBN cord-016842-sow7k53m 41 12 [ [ -LRB- cord-016842-sow7k53m 41 13 39 39 CD cord-016842-sow7k53m 41 14 ] ] -RRB- cord-016842-sow7k53m 41 15 . . . cord-016842-sow7k53m 42 1 More more RBR cord-016842-sow7k53m 42 2 recently recently RB cord-016842-sow7k53m 42 3 , , , cord-016842-sow7k53m 42 4 the the DT cord-016842-sow7k53m 42 5 demographic demographic JJ cord-016842-sow7k53m 42 6 information information NN cord-016842-sow7k53m 42 7 has have VBZ cord-016842-sow7k53m 42 8 often often RB cord-016842-sow7k53m 42 9 been be VBN cord-016842-sow7k53m 42 10 used use VBN cord-016842-sow7k53m 42 11 as as IN cord-016842-sow7k53m 42 12 a a DT cord-016842-sow7k53m 42 13 feature feature NN cord-016842-sow7k53m 42 14 of of IN cord-016842-sow7k53m 42 15 those those DT cord-016842-sow7k53m 42 16 models model NNS cord-016842-sow7k53m 42 17 [ [ -LRB- cord-016842-sow7k53m 42 18 14 14 CD cord-016842-sow7k53m 42 19 , , , cord-016842-sow7k53m 42 20 31 31 CD cord-016842-sow7k53m 42 21 ] ] -RRB- cord-016842-sow7k53m 42 22 . . . cord-016842-sow7k53m 43 1 However however RB cord-016842-sow7k53m 43 2 , , , cord-016842-sow7k53m 43 3 the the DT cord-016842-sow7k53m 43 4 demographic demographic JJ cord-016842-sow7k53m 43 5 differences difference NNS cord-016842-sow7k53m 43 6 in in IN cord-016842-sow7k53m 43 7 news news NN cord-016842-sow7k53m 43 8 consumption consumption NN cord-016842-sow7k53m 43 9 have have VBP cord-016842-sow7k53m 43 10 not not RB cord-016842-sow7k53m 43 11 been be VBN cord-016842-sow7k53m 43 12 fully fully RB cord-016842-sow7k53m 43 13 uncovered uncover VBN cord-016842-sow7k53m 43 14 , , , cord-016842-sow7k53m 43 15 particularly particularly RB cord-016842-sow7k53m 43 16 in in IN cord-016842-sow7k53m 43 17 different different JJ cord-016842-sow7k53m 43 18 dimensions dimension NNS cord-016842-sow7k53m 43 19 of of IN cord-016842-sow7k53m 43 20 news news NN cord-016842-sow7k53m 43 21 such such JJ cord-016842-sow7k53m 43 22 as as IN cord-016842-sow7k53m 43 23 topic topic NN cord-016842-sow7k53m 43 24 or or CC cord-016842-sow7k53m 43 25 subtopic subtopic NN cord-016842-sow7k53m 43 26 . . . cord-016842-sow7k53m 44 1 Online online JJ cord-016842-sow7k53m 44 2 news news NN cord-016842-sow7k53m 44 3 consumption consumption NN cord-016842-sow7k53m 44 4 in in IN cord-016842-sow7k53m 44 5 South South NNP cord-016842-sow7k53m 44 6 Korea Korea NNP cord-016842-sow7k53m 44 7 has have VBZ cord-016842-sow7k53m 44 8 increased increase VBN cord-016842-sow7k53m 44 9 drastically drastically RB cord-016842-sow7k53m 44 10 . . . cord-016842-sow7k53m 45 1 About about RB cord-016842-sow7k53m 45 2 86 86 CD cord-016842-sow7k53m 45 3 % % NN cord-016842-sow7k53m 45 4 of of IN cord-016842-sow7k53m 45 5 South south JJ cord-016842-sow7k53m 45 6 Korean korean JJ cord-016842-sow7k53m 45 7 people people NNS cord-016842-sow7k53m 45 8 access access VBP cord-016842-sow7k53m 45 9 news news NN cord-016842-sow7k53m 45 10 online online RB cord-016842-sow7k53m 45 11 at at IN cord-016842-sow7k53m 45 12 least least JJS cord-016842-sow7k53m 45 13 once once RB cord-016842-sow7k53m 45 14 a a DT cord-016842-sow7k53m 45 15 week week NN cord-016842-sow7k53m 45 16 1 1 CD cord-016842-sow7k53m 45 17 . . . cord-016842-sow7k53m 46 1 Given give VBN cord-016842-sow7k53m 46 2 the the DT cord-016842-sow7k53m 46 3 92 92 CD cord-016842-sow7k53m 46 4 % % NN cord-016842-sow7k53m 46 5 Internet internet NN cord-016842-sow7k53m 46 6 and and CC cord-016842-sow7k53m 46 7 85 85 CD cord-016842-sow7k53m 46 8 % % NN cord-016842-sow7k53m 46 9 smartphone smartphone NN cord-016842-sow7k53m 46 10 penetrations penetration NNS cord-016842-sow7k53m 46 11 , , , cord-016842-sow7k53m 46 12 such such PDT cord-016842-sow7k53m 46 13 a a DT cord-016842-sow7k53m 46 14 drastic drastic JJ cord-016842-sow7k53m 46 15 increase increase NN cord-016842-sow7k53m 46 16 makes make VBZ cord-016842-sow7k53m 46 17 sense sense NN cord-016842-sow7k53m 46 18 . . . cord-016842-sow7k53m 47 1 Web web NN cord-016842-sow7k53m 47 2 portal portal NN cord-016842-sow7k53m 47 3 sites site NNS cord-016842-sow7k53m 47 4 such such JJ cord-016842-sow7k53m 47 5 as as IN cord-016842-sow7k53m 47 6 Naver Naver NNP cord-016842-sow7k53m 47 7 and and CC cord-016842-sow7k53m 47 8 Daum Daum NNP cord-016842-sow7k53m 47 9 are be VBP cord-016842-sow7k53m 47 10 especially especially RB cord-016842-sow7k53m 47 11 popular popular JJ cord-016842-sow7k53m 47 12 digital digital JJ cord-016842-sow7k53m 47 13 news news NN cord-016842-sow7k53m 47 14 platforms platform NNS cord-016842-sow7k53m 47 15 . . . cord-016842-sow7k53m 48 1 Due due IN cord-016842-sow7k53m 48 2 to to IN cord-016842-sow7k53m 48 3 the the DT cord-016842-sow7k53m 48 4 extreme extreme JJ cord-016842-sow7k53m 48 5 popularity popularity NN cord-016842-sow7k53m 48 6 of of IN cord-016842-sow7k53m 48 7 these these DT cord-016842-sow7k53m 48 8 portals portal NNS cord-016842-sow7k53m 48 9 , , , cord-016842-sow7k53m 48 10 news news NN cord-016842-sow7k53m 48 11 providers provider NNS cord-016842-sow7k53m 48 12 in in IN cord-016842-sow7k53m 48 13 South South NNP cord-016842-sow7k53m 48 14 Korea Korea NNP cord-016842-sow7k53m 48 15 have have VBP cord-016842-sow7k53m 48 16 been be VBN cord-016842-sow7k53m 48 17 eager eager JJ cord-016842-sow7k53m 48 18 to to TO cord-016842-sow7k53m 48 19 publish publish VB cord-016842-sow7k53m 48 20 their -PRON- PRP$ cord-016842-sow7k53m 48 21 content content NN cord-016842-sow7k53m 48 22 via via IN cord-016842-sow7k53m 48 23 portals portal NNS cord-016842-sow7k53m 48 24 for for IN cord-016842-sow7k53m 48 25 years year NNS cord-016842-sow7k53m 48 26 . . . cord-016842-sow7k53m 49 1 In in IN cord-016842-sow7k53m 49 2 2015 2015 CD cord-016842-sow7k53m 49 3 , , , cord-016842-sow7k53m 49 4 Naver Naver NNP cord-016842-sow7k53m 49 5 and and CC cord-016842-sow7k53m 49 6 Daum Daum NNP cord-016842-sow7k53m 49 7 formed form VBD cord-016842-sow7k53m 49 8 the the DT cord-016842-sow7k53m 49 9 Committee Committee NNP cord-016842-sow7k53m 49 10 for for IN cord-016842-sow7k53m 49 11 the the DT cord-016842-sow7k53m 49 12 Evaluation Evaluation NNP cord-016842-sow7k53m 49 13 of of IN cord-016842-sow7k53m 49 14 News News NNP cord-016842-sow7k53m 49 15 Partnership Partnership NNP cord-016842-sow7k53m 49 16 , , , cord-016842-sow7k53m 49 17 complete complete JJ cord-016842-sow7k53m 49 18 with with IN cord-016842-sow7k53m 49 19 a a DT cord-016842-sow7k53m 49 20 set set NN cord-016842-sow7k53m 49 21 of of IN cord-016842-sow7k53m 49 22 ethical ethical JJ cord-016842-sow7k53m 49 23 standards standard NNS cord-016842-sow7k53m 49 24 to to TO cord-016842-sow7k53m 49 25 help help VB cord-016842-sow7k53m 49 26 decide decide VB cord-016842-sow7k53m 49 27 which which WDT cord-016842-sow7k53m 49 28 providers provider NNS cord-016842-sow7k53m 49 29 should should MD cord-016842-sow7k53m 49 30 be be VB cord-016842-sow7k53m 49 31 eligible eligible JJ cord-016842-sow7k53m 49 32 to to TO cord-016842-sow7k53m 49 33 supply supply VB cord-016842-sow7k53m 49 34 news news NN cord-016842-sow7k53m 49 35 to to IN cord-016842-sow7k53m 49 36 portals portal NNS cord-016842-sow7k53m 49 37 . . . cord-016842-sow7k53m 50 1 As as IN cord-016842-sow7k53m 50 2 a a DT cord-016842-sow7k53m 50 3 result result NN cord-016842-sow7k53m 50 4 , , , cord-016842-sow7k53m 50 5 we -PRON- PRP cord-016842-sow7k53m 50 6 can can MD cord-016842-sow7k53m 50 7 reasonably reasonably RB cord-016842-sow7k53m 50 8 say say VB cord-016842-sow7k53m 50 9 that that IN cord-016842-sow7k53m 50 10 news news NN cord-016842-sow7k53m 50 11 providers provider NNS cord-016842-sow7k53m 50 12 and and CC cord-016842-sow7k53m 50 13 the the DT cord-016842-sow7k53m 50 14 news news NN cord-016842-sow7k53m 50 15 readers reader NNS cord-016842-sow7k53m 50 16 of of IN cord-016842-sow7k53m 50 17 Daum Daum NNP cord-016842-sow7k53m 50 18 News News NNP cord-016842-sow7k53m 50 19 are be VBP cord-016842-sow7k53m 50 20 representative representative JJ cord-016842-sow7k53m 50 21 of of IN cord-016842-sow7k53m 50 22 the the DT cord-016842-sow7k53m 50 23 general general JJ cord-016842-sow7k53m 50 24 South south JJ cord-016842-sow7k53m 50 25 Korean korean JJ cord-016842-sow7k53m 50 26 news news NN cord-016842-sow7k53m 50 27 media medium NNS cord-016842-sow7k53m 50 28 and and CC cord-016842-sow7k53m 50 29 population population NN cord-016842-sow7k53m 50 30 , , , cord-016842-sow7k53m 50 31 respectively respectively RB cord-016842-sow7k53m 50 32 . . . cord-016842-sow7k53m 51 1 Daum Daum NNP cord-016842-sow7k53m 51 2 is be VBZ cord-016842-sow7k53m 51 3 the the DT cord-016842-sow7k53m 51 4 second second RB cord-016842-sow7k53m 51 5 largest large JJS cord-016842-sow7k53m 51 6 web web NN cord-016842-sow7k53m 51 7 portal portal NN cord-016842-sow7k53m 51 8 in in IN cord-016842-sow7k53m 51 9 South South NNP cord-016842-sow7k53m 51 10 Korea Korea NNP cord-016842-sow7k53m 51 11 , , , cord-016842-sow7k53m 51 12 followed follow VBN cord-016842-sow7k53m 51 13 by by IN cord-016842-sow7k53m 51 14 Naver Naver NNP cord-016842-sow7k53m 51 15 . . . cord-016842-sow7k53m 52 1 Daum Daum NNP cord-016842-sow7k53m 52 2 plays play VBZ cord-016842-sow7k53m 52 3 a a DT cord-016842-sow7k53m 52 4 significant significant JJ cord-016842-sow7k53m 52 5 role role NN cord-016842-sow7k53m 52 6 in in IN cord-016842-sow7k53m 52 7 providing provide VBG cord-016842-sow7k53m 52 8 a a DT cord-016842-sow7k53m 52 9 place place NN cord-016842-sow7k53m 52 10 for for IN cord-016842-sow7k53m 52 11 accessing access VBG cord-016842-sow7k53m 52 12 online online JJ cord-016842-sow7k53m 52 13 news news NN cord-016842-sow7k53m 52 14 to to IN cord-016842-sow7k53m 52 15 South South NNP cord-016842-sow7k53m 52 16 Korea Korea NNP cord-016842-sow7k53m 52 17 ; ; : cord-016842-sow7k53m 52 18 41 41 CD cord-016842-sow7k53m 52 19 % % NN cord-016842-sow7k53m 52 20 of of IN cord-016842-sow7k53m 52 21 South South NNP cord-016842-sow7k53m 52 22 Koreans Koreans NNPS cord-016842-sow7k53m 52 23 ( ( -LRB- cord-016842-sow7k53m 52 24 24.6 24.6 CD cord-016842-sow7k53m 52 25 M M NNP cord-016842-sow7k53m 52 26 users user NNS cord-016842-sow7k53m 52 27 ) ) -RRB- cord-016842-sow7k53m 52 28 access access VBP cord-016842-sow7k53m 52 29 Daum Daum NNP cord-016842-sow7k53m 52 30 news news NN cord-016842-sow7k53m 52 31 on on IN cord-016842-sow7k53m 52 32 a a DT cord-016842-sow7k53m 52 33 weekly weekly JJ cord-016842-sow7k53m 52 34 basis basis NN cord-016842-sow7k53m 52 35 . . . cord-016842-sow7k53m 53 1 Daum Daum NNP cord-016842-sow7k53m 53 2 News News NNP cord-016842-sow7k53m 53 3 provides provide VBZ cord-016842-sow7k53m 53 4 different different JJ cord-016842-sow7k53m 53 5 ways way NNS cord-016842-sow7k53m 53 6 to to TO cord-016842-sow7k53m 53 7 explore explore VB cord-016842-sow7k53m 53 8 news news NN cord-016842-sow7k53m 53 9 articles article NNS cord-016842-sow7k53m 53 10 , , , cord-016842-sow7k53m 53 11 for for IN cord-016842-sow7k53m 53 12 example example NN cord-016842-sow7k53m 53 13 , , , cord-016842-sow7k53m 53 14 by by IN cord-016842-sow7k53m 53 15 its -PRON- PRP$ cord-016842-sow7k53m 53 16 recency recency NN cord-016842-sow7k53m 53 17 , , , cord-016842-sow7k53m 53 18 by by IN cord-016842-sow7k53m 53 19 current current JJ cord-016842-sow7k53m 53 20 issues issue NNS cord-016842-sow7k53m 53 21 , , , cord-016842-sow7k53m 53 22 by by IN cord-016842-sow7k53m 53 23 regions region NNS cord-016842-sow7k53m 53 24 , , , cord-016842-sow7k53m 53 25 or or CC cord-016842-sow7k53m 53 26 by by IN cord-016842-sow7k53m 53 27 popularity popularity NN cord-016842-sow7k53m 53 28 based base VBN cord-016842-sow7k53m 53 29 on on IN cord-016842-sow7k53m 53 30 the the DT cord-016842-sow7k53m 53 31 number number NN cord-016842-sow7k53m 53 32 of of IN cord-016842-sow7k53m 53 33 views view NNS cord-016842-sow7k53m 53 34 or or CC cord-016842-sow7k53m 53 35 the the DT cord-016842-sow7k53m 53 36 number number NN cord-016842-sow7k53m 53 37 of of IN cord-016842-sow7k53m 53 38 comments comment NNS cord-016842-sow7k53m 53 39 . . . cord-016842-sow7k53m 54 1 A a DT cord-016842-sow7k53m 54 2 unique unique JJ cord-016842-sow7k53m 54 3 feature feature NN cord-016842-sow7k53m 54 4 of of IN cord-016842-sow7k53m 54 5 Daum Daum NNP cord-016842-sow7k53m 54 6 News News NNP cord-016842-sow7k53m 54 7 is be VBZ cord-016842-sow7k53m 54 8 that that IN cord-016842-sow7k53m 54 9 it -PRON- PRP cord-016842-sow7k53m 54 10 provides provide VBZ cord-016842-sow7k53m 54 11 the the DT cord-016842-sow7k53m 54 12 top top JJ cord-016842-sow7k53m 54 13 30 30 CD cord-016842-sow7k53m 54 14 most most RBS cord-016842-sow7k53m 54 15 popular popular JJ cord-016842-sow7k53m 54 16 news news NN cord-016842-sow7k53m 54 17 articles article NNS cord-016842-sow7k53m 54 18 on on IN cord-016842-sow7k53m 54 19 a a DT cord-016842-sow7k53m 54 20 particular particular JJ cord-016842-sow7k53m 54 21 day day NN cord-016842-sow7k53m 54 22 for for IN cord-016842-sow7k53m 54 23 each each DT cord-016842-sow7k53m 54 24 gender gender NN cord-016842-sow7k53m 54 25 and and CC cord-016842-sow7k53m 54 26 age age NN cord-016842-sow7k53m 54 27 group group NN cord-016842-sow7k53m 54 28 , , , cord-016842-sow7k53m 54 29 which which WDT cord-016842-sow7k53m 54 30 are be VBP cord-016842-sow7k53m 54 31 [ [ -LRB- cord-016842-sow7k53m 54 32 male male JJ cord-016842-sow7k53m 54 33 or or CC cord-016842-sow7k53m 54 34 female female JJ cord-016842-sow7k53m 54 35 ] ] -RRB- cord-016842-sow7k53m 54 36 and and CC cord-016842-sow7k53m 54 37 [ [ -LRB- cord-016842-sow7k53m 54 38 10s 10 NNS cord-016842-sow7k53m 54 39 , , , cord-016842-sow7k53m 54 40 20s 20 NNS cord-016842-sow7k53m 54 41 , , , cord-016842-sow7k53m 54 42 30s 30 NNS cord-016842-sow7k53m 54 43 , , , cord-016842-sow7k53m 54 44 40s 40 NNS cord-016842-sow7k53m 54 45 , , , cord-016842-sow7k53m 54 46 and and CC cord-016842-sow7k53m 54 47 50s 50 NNS cord-016842-sow7k53m 54 48 and and CC cord-016842-sow7k53m 54 49 above above RB cord-016842-sow7k53m 54 50 ] ] -RRB- cord-016842-sow7k53m 54 51 . . . cord-016842-sow7k53m 55 1 We -PRON- PRP cord-016842-sow7k53m 55 2 note note VBP cord-016842-sow7k53m 55 3 that that IN cord-016842-sow7k53m 55 4 Naver Naver NNP cord-016842-sow7k53m 55 5 does do VBZ cord-016842-sow7k53m 55 6 not not RB cord-016842-sow7k53m 55 7 provide provide VB cord-016842-sow7k53m 55 8 a a DT cord-016842-sow7k53m 55 9 ranked ranked JJ cord-016842-sow7k53m 55 10 list list NN cord-016842-sow7k53m 55 11 of of IN cord-016842-sow7k53m 55 12 news news NN cord-016842-sow7k53m 55 13 articles article NNS cord-016842-sow7k53m 55 14 by by IN cord-016842-sow7k53m 55 15 different different JJ cord-016842-sow7k53m 55 16 demographic demographic JJ cord-016842-sow7k53m 55 17 groups group NNS cord-016842-sow7k53m 55 18 , , , cord-016842-sow7k53m 55 19 and and CC cord-016842-sow7k53m 55 20 thus thus RB cord-016842-sow7k53m 55 21 , , , cord-016842-sow7k53m 55 22 we -PRON- PRP cord-016842-sow7k53m 55 23 focus focus VBP cord-016842-sow7k53m 55 24 on on IN cord-016842-sow7k53m 55 25 Daum Daum NNP cord-016842-sow7k53m 55 26 News News NNP cord-016842-sow7k53m 55 27 data datum NNS cord-016842-sow7k53m 55 28 even even RB cord-016842-sow7k53m 55 29 though though IN cord-016842-sow7k53m 55 30 it -PRON- PRP cord-016842-sow7k53m 55 31 is be VBZ cord-016842-sow7k53m 55 32 the the DT cord-016842-sow7k53m 55 33 second second RB cord-016842-sow7k53m 55 34 largest large JJS cord-016842-sow7k53m 55 35 news news NN cord-016842-sow7k53m 55 36 portal portal NN cord-016842-sow7k53m 55 37 in in IN cord-016842-sow7k53m 55 38 South South NNP cord-016842-sow7k53m 55 39 Korea Korea NNP cord-016842-sow7k53m 55 40 . . . cord-016842-sow7k53m 56 1 We -PRON- PRP cord-016842-sow7k53m 56 2 crawled crawl VBD cord-016842-sow7k53m 56 3 the the DT cord-016842-sow7k53m 56 4 top top JJ cord-016842-sow7k53m 56 5 30 30 CD cord-016842-sow7k53m 56 6 most most RBS cord-016842-sow7k53m 56 7 popular popular JJ cord-016842-sow7k53m 56 8 articles article NNS cord-016842-sow7k53m 56 9 for for IN cord-016842-sow7k53m 56 10 different different JJ cord-016842-sow7k53m 56 11 age age NN cord-016842-sow7k53m 56 12 and and CC cord-016842-sow7k53m 56 13 gender gender NN cord-016842-sow7k53m 56 14 groups group NNS cord-016842-sow7k53m 56 15 of of IN cord-016842-sow7k53m 56 16 each each DT cord-016842-sow7k53m 56 17 day day NN cord-016842-sow7k53m 56 18 for for IN cord-016842-sow7k53m 56 19 a a DT cord-016842-sow7k53m 56 20 one one CD cord-016842-sow7k53m 56 21 - - HYPH cord-016842-sow7k53m 56 22 year year NN cord-016842-sow7k53m 56 23 period period NN cord-016842-sow7k53m 56 24 ( ( -LRB- cord-016842-sow7k53m 56 25 01/01/2015−31/12/2015 01/01/2015−31/12/2015 CD cord-016842-sow7k53m 56 26 ) ) -RRB- cord-016842-sow7k53m 56 27 . . . cord-016842-sow7k53m 57 1 We -PRON- PRP cord-016842-sow7k53m 57 2 carefully carefully RB cord-016842-sow7k53m 57 3 designed design VBD cord-016842-sow7k53m 57 4 our -PRON- PRP$ cord-016842-sow7k53m 57 5 crawlers crawler NNS cord-016842-sow7k53m 57 6 not not RB cord-016842-sow7k53m 57 7 to to TO cord-016842-sow7k53m 57 8 degrade degrade VB cord-016842-sow7k53m 57 9 the the DT cord-016842-sow7k53m 57 10 performance performance NN cord-016842-sow7k53m 57 11 of of IN cord-016842-sow7k53m 57 12 Daum Daum NNP cord-016842-sow7k53m 57 13 's 's POS cord-016842-sow7k53m 57 14 web web NN cord-016842-sow7k53m 57 15 servers server NNS cord-016842-sow7k53m 57 16 . . . cord-016842-sow7k53m 58 1 In in IN cord-016842-sow7k53m 58 2 our -PRON- PRP$ cord-016842-sow7k53m 58 3 data datum NNS cord-016842-sow7k53m 58 4 set set NN cord-016842-sow7k53m 58 5 , , , cord-016842-sow7k53m 58 6 we -PRON- PRP cord-016842-sow7k53m 58 7 have have VBP cord-016842-sow7k53m 58 8 103,133 103,133 CD cord-016842-sow7k53m 58 9 listed list VBN cord-016842-sow7k53m 58 10 news news NN cord-016842-sow7k53m 58 11 items item NNS cord-016842-sow7k53m 58 12 with with IN cord-016842-sow7k53m 58 13 54,274 54,274 CD cord-016842-sow7k53m 58 14 unique unique JJ cord-016842-sow7k53m 58 15 news news NN cord-016842-sow7k53m 58 16 titles title NNS cord-016842-sow7k53m 58 17 . . . cord-016842-sow7k53m 59 1 For for IN cord-016842-sow7k53m 59 2 each each DT cord-016842-sow7k53m 59 3 news news NN cord-016842-sow7k53m 59 4 item item NN cord-016842-sow7k53m 59 5 , , , cord-016842-sow7k53m 59 6 we -PRON- PRP cord-016842-sow7k53m 59 7 have have VBP cord-016842-sow7k53m 59 8 its -PRON- PRP$ cord-016842-sow7k53m 59 9 unique unique JJ cord-016842-sow7k53m 59 10 item item NN cord-016842-sow7k53m 59 11 ID ID NNP cord-016842-sow7k53m 59 12 , , , cord-016842-sow7k53m 59 13 demographic demographic JJ cord-016842-sow7k53m 59 14 group group NN cord-016842-sow7k53m 59 15 , , , cord-016842-sow7k53m 59 16 rank rank NN cord-016842-sow7k53m 59 17 in in IN cord-016842-sow7k53m 59 18 the the DT cord-016842-sow7k53m 59 19 group group NN cord-016842-sow7k53m 59 20 , , , cord-016842-sow7k53m 59 21 title title NN cord-016842-sow7k53m 59 22 , , , cord-016842-sow7k53m 59 23 summary summary NN cord-016842-sow7k53m 59 24 , , , cord-016842-sow7k53m 59 25 news news NN cord-016842-sow7k53m 59 26 source source NN cord-016842-sow7k53m 59 27 , , , cord-016842-sow7k53m 59 28 and and CC cord-016842-sow7k53m 59 29 published publish VBN cord-016842-sow7k53m 59 30 date date NN cord-016842-sow7k53m 59 31 . . . cord-016842-sow7k53m 60 1 We -PRON- PRP cord-016842-sow7k53m 60 2 note note VBP cord-016842-sow7k53m 60 3 that that IN cord-016842-sow7k53m 60 4 news news NN cord-016842-sow7k53m 60 5 articles article NNS cord-016842-sow7k53m 60 6 about about IN cord-016842-sow7k53m 60 7 entertainment entertainment NN cord-016842-sow7k53m 60 8 and and CC cord-016842-sow7k53m 60 9 sports sport NNS cord-016842-sow7k53m 60 10 are be VBP cord-016842-sow7k53m 60 11 not not RB cord-016842-sow7k53m 60 12 included include VBN cord-016842-sow7k53m 60 13 in in IN cord-016842-sow7k53m 60 14 the the DT cord-016842-sow7k53m 60 15 lists list NNS cord-016842-sow7k53m 60 16 due due JJ cord-016842-sow7k53m 60 17 to to IN cord-016842-sow7k53m 60 18 Daum Daum NNP cord-016842-sow7k53m 60 19 News News NNP cord-016842-sow7k53m 60 20 's 's POS cord-016842-sow7k53m 60 21 policies policy NNS cord-016842-sow7k53m 60 22 . . . cord-016842-sow7k53m 61 1 We -PRON- PRP cord-016842-sow7k53m 61 2 need need VBP cord-016842-sow7k53m 61 3 to to TO cord-016842-sow7k53m 61 4 determine determine VB cord-016842-sow7k53m 61 5 the the DT cord-016842-sow7k53m 61 6 section section NN cord-016842-sow7k53m 61 7 , , , cord-016842-sow7k53m 61 8 topic topic NN cord-016842-sow7k53m 61 9 , , , cord-016842-sow7k53m 61 10 and and CC cord-016842-sow7k53m 61 11 subtopic subtopic NN cord-016842-sow7k53m 61 12 of of IN cord-016842-sow7k53m 61 13 the the DT cord-016842-sow7k53m 61 14 news news NN cord-016842-sow7k53m 61 15 items item NNS cord-016842-sow7k53m 61 16 we -PRON- PRP cord-016842-sow7k53m 61 17 collected collect VBD cord-016842-sow7k53m 61 18 . . . cord-016842-sow7k53m 62 1 Next next RB cord-016842-sow7k53m 62 2 , , , cord-016842-sow7k53m 62 3 we -PRON- PRP cord-016842-sow7k53m 62 4 will will MD cord-016842-sow7k53m 62 5 briefly briefly RB cord-016842-sow7k53m 62 6 describe describe VB cord-016842-sow7k53m 62 7 the the DT cord-016842-sow7k53m 62 8 methodology methodology NN cord-016842-sow7k53m 62 9 that that WDT cord-016842-sow7k53m 62 10 we -PRON- PRP cord-016842-sow7k53m 62 11 adopt adopt VBP cord-016842-sow7k53m 62 12 for for IN cord-016842-sow7k53m 62 13 the the DT cord-016842-sow7k53m 62 14 analysis analysis NN cord-016842-sow7k53m 62 15 . . . cord-016842-sow7k53m 63 1 Defining define VBG cord-016842-sow7k53m 63 2 the the DT cord-016842-sow7k53m 63 3 operational operational JJ cord-016842-sow7k53m 63 4 coding coding NN cord-016842-sow7k53m 63 5 scheme scheme NN cord-016842-sow7k53m 63 6 for for IN cord-016842-sow7k53m 63 7 news news NN cord-016842-sow7k53m 63 8 has have VBZ cord-016842-sow7k53m 63 9 been be VBN cord-016842-sow7k53m 63 10 a a DT cord-016842-sow7k53m 63 11 central central JJ cord-016842-sow7k53m 63 12 issue issue NN cord-016842-sow7k53m 63 13 for for IN cord-016842-sow7k53m 63 14 communication communication NN cord-016842-sow7k53m 63 15 studies study NNS cord-016842-sow7k53m 63 16 . . . cord-016842-sow7k53m 64 1 In in IN cord-016842-sow7k53m 64 2 this this DT cord-016842-sow7k53m 64 3 study study NN cord-016842-sow7k53m 64 4 , , , cord-016842-sow7k53m 64 5 we -PRON- PRP cord-016842-sow7k53m 64 6 introduce introduce VBP cord-016842-sow7k53m 64 7 four four CD cord-016842-sow7k53m 64 8 dimensions dimension NNS cord-016842-sow7k53m 64 9 of of IN cord-016842-sow7k53m 64 10 news news NN cord-016842-sow7k53m 64 11 ( ( -LRB- cord-016842-sow7k53m 64 12 sections section NNS cord-016842-sow7k53m 64 13 , , , cord-016842-sow7k53m 64 14 topics topic NNS cord-016842-sow7k53m 64 15 , , , cord-016842-sow7k53m 64 16 subtopics subtopic NNS cord-016842-sow7k53m 64 17 , , , cord-016842-sow7k53m 64 18 and and CC cord-016842-sow7k53m 64 19 individual individual JJ cord-016842-sow7k53m 64 20 news news NN cord-016842-sow7k53m 64 21 items item NNS cord-016842-sow7k53m 64 22 ) ) -RRB- cord-016842-sow7k53m 64 23 by by IN cord-016842-sow7k53m 64 24 which which WDT cord-016842-sow7k53m 64 25 we -PRON- PRP cord-016842-sow7k53m 64 26 investigate investigate VBP cord-016842-sow7k53m 64 27 news news NN cord-016842-sow7k53m 64 28 consumption consumption NN cord-016842-sow7k53m 64 29 patterns pattern NNS cord-016842-sow7k53m 64 30 . . . cord-016842-sow7k53m 65 1 The the DT cord-016842-sow7k53m 65 2 diagram diagram NN cord-016842-sow7k53m 65 3 of of IN cord-016842-sow7k53m 65 4 the the DT cord-016842-sow7k53m 65 5 four four CD cord-016842-sow7k53m 65 6 dimensions dimension NNS cord-016842-sow7k53m 65 7 of of IN cord-016842-sow7k53m 65 8 news news NN cord-016842-sow7k53m 65 9 is be VBZ cord-016842-sow7k53m 65 10 illustrated illustrate VBN cord-016842-sow7k53m 65 11 in in IN cord-016842-sow7k53m 65 12 Fig Fig NNP cord-016842-sow7k53m 65 13 . . . cord-016842-sow7k53m 66 1 1 1 LS cord-016842-sow7k53m 66 2 . . . cord-016842-sow7k53m 67 1 The the DT cord-016842-sow7k53m 67 2 first first JJ cord-016842-sow7k53m 67 3 dimension dimension NN cord-016842-sow7k53m 67 4 is be VBZ cord-016842-sow7k53m 67 5 the the DT cord-016842-sow7k53m 67 6 news news NN cord-016842-sow7k53m 67 7 section section NN cord-016842-sow7k53m 67 8 ( ( -LRB- cord-016842-sow7k53m 67 9 e.g. e.g. RB cord-016842-sow7k53m 67 10 , , , cord-016842-sow7k53m 67 11 society society NN cord-016842-sow7k53m 67 12 , , , cord-016842-sow7k53m 67 13 politics politic NNS cord-016842-sow7k53m 67 14 , , , cord-016842-sow7k53m 67 15 etc etc FW cord-016842-sow7k53m 67 16 . . . cord-016842-sow7k53m 67 17 ) ) -RRB- cord-016842-sow7k53m 67 18 , , , cord-016842-sow7k53m 67 19 which which WDT cord-016842-sow7k53m 67 20 is be VBZ cord-016842-sow7k53m 67 21 a a DT cord-016842-sow7k53m 67 22 category category NN cord-016842-sow7k53m 67 23 of of IN cord-016842-sow7k53m 67 24 news news NN cord-016842-sow7k53m 67 25 often often RB cord-016842-sow7k53m 67 26 adopted adopt VBN cord-016842-sow7k53m 67 27 in in IN cord-016842-sow7k53m 67 28 newsrooms newsroom NNS cord-016842-sow7k53m 67 29 and and CC cord-016842-sow7k53m 67 30 which which WDT cord-016842-sow7k53m 67 31 has have VBZ cord-016842-sow7k53m 67 32 been be VBN cord-016842-sow7k53m 67 33 popularly popularly RB cord-016842-sow7k53m 67 34 used use VBN cord-016842-sow7k53m 67 35 for for IN cord-016842-sow7k53m 67 36 sex sex NN cord-016842-sow7k53m 67 37 - - HYPH cord-016842-sow7k53m 67 38 typed type VBN cord-016842-sow7k53m 67 39 news news NN cord-016842-sow7k53m 67 40 preference preference NN cord-016842-sow7k53m 67 41 studies study NNS cord-016842-sow7k53m 67 42 . . . cord-016842-sow7k53m 68 1 Next next RB cord-016842-sow7k53m 68 2 , , , cord-016842-sow7k53m 68 3 a a DT cord-016842-sow7k53m 68 4 news news NN cord-016842-sow7k53m 68 5 topic topic NN cord-016842-sow7k53m 68 6 refers refer VBZ cord-016842-sow7k53m 68 7 to to IN cord-016842-sow7k53m 68 8 a a DT cord-016842-sow7k53m 68 9 specific specific JJ cord-016842-sow7k53m 68 10 happening happening NN cord-016842-sow7k53m 68 11 ( ( -LRB- cord-016842-sow7k53m 68 12 e.g. e.g. RB cord-016842-sow7k53m 68 13 , , , cord-016842-sow7k53m 68 14 a a DT cord-016842-sow7k53m 68 15 MERS MERS NNP cord-016842-sow7k53m 68 16 outbreak outbreak NN cord-016842-sow7k53m 68 17 in in IN cord-016842-sow7k53m 68 18 South South NNP cord-016842-sow7k53m 68 19 Korea Korea NNP cord-016842-sow7k53m 68 20 or or CC cord-016842-sow7k53m 68 21 child child NN cord-016842-sow7k53m 68 22 abuse abuse NN cord-016842-sow7k53m 68 23 case case NN cord-016842-sow7k53m 68 24 in in IN cord-016842-sow7k53m 68 25 a a DT cord-016842-sow7k53m 68 26 daycare daycare NN cord-016842-sow7k53m 68 27 center center NN cord-016842-sow7k53m 68 28 ) ) -RRB- cord-016842-sow7k53m 68 29 . . . cord-016842-sow7k53m 69 1 Within within IN cord-016842-sow7k53m 69 2 a a DT cord-016842-sow7k53m 69 3 topic topic NN cord-016842-sow7k53m 69 4 , , , cord-016842-sow7k53m 69 5 we -PRON- PRP cord-016842-sow7k53m 69 6 further further RB cord-016842-sow7k53m 69 7 explore explore VBP cord-016842-sow7k53m 69 8 subtopics subtopic NNS cord-016842-sow7k53m 69 9 by by IN cord-016842-sow7k53m 69 10 distinguishing distinguish VBG cord-016842-sow7k53m 69 11 different different JJ cord-016842-sow7k53m 69 12 aspects aspect NNS cord-016842-sow7k53m 69 13 of of IN cord-016842-sow7k53m 69 14 a a DT cord-016842-sow7k53m 69 15 topic topic NN cord-016842-sow7k53m 69 16 . . . cord-016842-sow7k53m 70 1 Finally finally RB cord-016842-sow7k53m 70 2 , , , cord-016842-sow7k53m 70 3 there there EX cord-016842-sow7k53m 70 4 is be VBZ cord-016842-sow7k53m 70 5 a a DT cord-016842-sow7k53m 70 6 dimension dimension NN cord-016842-sow7k53m 70 7 where where WRB cord-016842-sow7k53m 70 8 all all DT cord-016842-sow7k53m 70 9 individual individual JJ cord-016842-sow7k53m 70 10 news news NN cord-016842-sow7k53m 70 11 items item NNS cord-016842-sow7k53m 70 12 are be VBP cord-016842-sow7k53m 70 13 aligned align VBN cord-016842-sow7k53m 70 14 . . . cord-016842-sow7k53m 71 1 We -PRON- PRP cord-016842-sow7k53m 71 2 then then RB cord-016842-sow7k53m 71 3 can can MD cord-016842-sow7k53m 71 4 characterize characterize VB cord-016842-sow7k53m 71 5 the the DT cord-016842-sow7k53m 71 6 entire entire JJ cord-016842-sow7k53m 71 7 news news NN cord-016842-sow7k53m 71 8 collection collection NN cord-016842-sow7k53m 71 9 ( ( -LRB- cord-016842-sow7k53m 71 10 e.g. e.g. RB cord-016842-sow7k53m 71 11 , , , cord-016842-sow7k53m 71 12 a a DT cord-016842-sow7k53m 71 13 news news NN cord-016842-sow7k53m 71 14 collection collection NN cord-016842-sow7k53m 71 15 of of IN cord-016842-sow7k53m 71 16 South South NNP cord-016842-sow7k53m 71 17 Korea Korea NNP cord-016842-sow7k53m 71 18 in in IN cord-016842-sow7k53m 71 19 2015 2015 CD cord-016842-sow7k53m 71 20 ) ) -RRB- cord-016842-sow7k53m 71 21 according accord VBG cord-016842-sow7k53m 71 22 to to IN cord-016842-sow7k53m 71 23 the the DT cord-016842-sow7k53m 71 24 four four CD cord-016842-sow7k53m 71 25 dimensions dimension NNS cord-016842-sow7k53m 71 26 . . . cord-016842-sow7k53m 72 1 The the DT cord-016842-sow7k53m 72 2 most most RBS cord-016842-sow7k53m 72 3 common common JJ cord-016842-sow7k53m 72 4 way way NN cord-016842-sow7k53m 72 5 of of IN cord-016842-sow7k53m 72 6 categorizing categorize VBG cord-016842-sow7k53m 72 7 news news NN cord-016842-sow7k53m 72 8 is be VBZ cord-016842-sow7k53m 72 9 perhaps perhaps RB cord-016842-sow7k53m 72 10 to to TO cord-016842-sow7k53m 72 11 use use VB cord-016842-sow7k53m 72 12 a a DT cord-016842-sow7k53m 72 13 news news NN cord-016842-sow7k53m 72 14 section section NN cord-016842-sow7k53m 72 15 as as IN cord-016842-sow7k53m 72 16 defined define VBN cord-016842-sow7k53m 72 17 by by IN cord-016842-sow7k53m 72 18 the the DT cord-016842-sow7k53m 72 19 news news NN cord-016842-sow7k53m 72 20 media media NN cord-016842-sow7k53m 72 21 . . . cord-016842-sow7k53m 73 1 Especially especially RB cord-016842-sow7k53m 73 2 for for IN cord-016842-sow7k53m 73 3 online online JJ cord-016842-sow7k53m 73 4 news news NN cord-016842-sow7k53m 73 5 , , , cord-016842-sow7k53m 73 6 which which WDT cord-016842-sow7k53m 73 7 news news NN cord-016842-sow7k53m 73 8 section section NN cord-016842-sow7k53m 73 9 a a DT cord-016842-sow7k53m 73 10 news news NN cord-016842-sow7k53m 73 11 article article NN cord-016842-sow7k53m 73 12 belongs belong VBZ cord-016842-sow7k53m 73 13 to to TO cord-016842-sow7k53m 73 14 can can MD cord-016842-sow7k53m 73 15 be be VB cord-016842-sow7k53m 73 16 inferred infer VBN cord-016842-sow7k53m 73 17 from from IN cord-016842-sow7k53m 73 18 the the DT cord-016842-sow7k53m 73 19 meta meta NNP cord-016842-sow7k53m 73 20 information information NN cord-016842-sow7k53m 73 21 embedded embed VBN cord-016842-sow7k53m 73 22 in in IN cord-016842-sow7k53m 73 23 the the DT cord-016842-sow7k53m 73 24 news news NN cord-016842-sow7k53m 73 25 URLs url NNS cord-016842-sow7k53m 73 26 . . . cord-016842-sow7k53m 74 1 For for IN cord-016842-sow7k53m 74 2 example example NN cord-016842-sow7k53m 74 3 , , , cord-016842-sow7k53m 74 4 the the DT cord-016842-sow7k53m 74 5 URL URL NNP cord-016842-sow7k53m 74 6 http://media.daum.net/society/labor/ http://media.daum.net/society/labor/ NN cord-016842-sow7k53m 74 7 newsview?newsid=20160709180100906l newsview?newsid=20160709180100906l NNP cord-016842-sow7k53m 74 8 is be VBZ cord-016842-sow7k53m 74 9 categorized categorize VBN cord-016842-sow7k53m 74 10 as as IN cord-016842-sow7k53m 74 11 " " `` cord-016842-sow7k53m 74 12 Society Society NNP cord-016842-sow7k53m 74 13 . . . cord-016842-sow7k53m 75 1 " " `` cord-016842-sow7k53m 75 2 We -PRON- PRP cord-016842-sow7k53m 75 3 parsed parse VBD cord-016842-sow7k53m 75 4 all all DT cord-016842-sow7k53m 75 5 of of IN cord-016842-sow7k53m 75 6 the the DT cord-016842-sow7k53m 75 7 collected collect VBN cord-016842-sow7k53m 75 8 URLs url NNS cord-016842-sow7k53m 75 9 and and CC cord-016842-sow7k53m 75 10 extracted extract VBD cord-016842-sow7k53m 75 11 the the DT cord-016842-sow7k53m 75 12 section section NN cord-016842-sow7k53m 75 13 information information NN cord-016842-sow7k53m 75 14 . . . cord-016842-sow7k53m 76 1 Figure figure NN cord-016842-sow7k53m 76 2 2 2 CD cord-016842-sow7k53m 76 3 shows show VBZ cord-016842-sow7k53m 76 4 the the DT cord-016842-sow7k53m 76 5 proportion proportion NN cord-016842-sow7k53m 76 6 of of IN cord-016842-sow7k53m 76 7 news news NN cord-016842-sow7k53m 76 8 items item NNS cord-016842-sow7k53m 76 9 for for IN cord-016842-sow7k53m 76 10 each each DT cord-016842-sow7k53m 76 11 demographic demographic JJ cord-016842-sow7k53m 76 12 group group NN cord-016842-sow7k53m 76 13 for for IN cord-016842-sow7k53m 76 14 each each DT cord-016842-sow7k53m 76 15 news news NN cord-016842-sow7k53m 76 16 section section NN cord-016842-sow7k53m 76 17 . . . cord-016842-sow7k53m 77 1 In in IN cord-016842-sow7k53m 77 2 our -PRON- PRP$ cord-016842-sow7k53m 77 3 dataset dataset NN cord-016842-sow7k53m 77 4 , , , cord-016842-sow7k53m 77 5 Daum Daum NNP cord-016842-sow7k53m 77 6 News News NNP cord-016842-sow7k53m 77 7 has have VBZ cord-016842-sow7k53m 77 8 seven seven CD cord-016842-sow7k53m 77 9 different different JJ cord-016842-sow7k53m 77 10 news news NN cord-016842-sow7k53m 77 11 sections section NNS cord-016842-sow7k53m 77 12 , , , cord-016842-sow7k53m 77 13 which which WDT cord-016842-sow7k53m 77 14 are be VBP cord-016842-sow7k53m 77 15 Culture Culture NNP cord-016842-sow7k53m 77 16 , , , cord-016842-sow7k53m 77 17 Digital Digital NNP cord-016842-sow7k53m 77 18 , , , cord-016842-sow7k53m 77 19 Economic Economic NNP cord-016842-sow7k53m 77 20 , , , cord-016842-sow7k53m 77 21 Foreign Foreign NNP cord-016842-sow7k53m 77 22 , , , cord-016842-sow7k53m 77 23 Life Life NNP cord-016842-sow7k53m 77 24 , , , cord-016842-sow7k53m 77 25 Politics Politics NNPS cord-016842-sow7k53m 77 26 , , , cord-016842-sow7k53m 77 27 and and CC cord-016842-sow7k53m 77 28 Society Society NNP cord-016842-sow7k53m 77 29 . . . cord-016842-sow7k53m 78 1 We -PRON- PRP cord-016842-sow7k53m 78 2 note note VBP cord-016842-sow7k53m 78 3 that that IN cord-016842-sow7k53m 78 4 the the DT cord-016842-sow7k53m 78 5 Entertainment Entertainment NNP cord-016842-sow7k53m 78 6 and and CC cord-016842-sow7k53m 78 7 Sports Sports NNPS cord-016842-sow7k53m 78 8 sections section NNS cord-016842-sow7k53m 78 9 are be VBP cord-016842-sow7k53m 78 10 not not RB cord-016842-sow7k53m 78 11 included include VBN cord-016842-sow7k53m 78 12 in in IN cord-016842-sow7k53m 78 13 the the DT cord-016842-sow7k53m 78 14 dataset dataset NN cord-016842-sow7k53m 78 15 . . . cord-016842-sow7k53m 79 1 We -PRON- PRP cord-016842-sow7k53m 79 2 observe observe VBP cord-016842-sow7k53m 79 3 that that IN cord-016842-sow7k53m 79 4 female female JJ cord-016842-sow7k53m 79 5 groups group NNS cord-016842-sow7k53m 79 6 are be VBP cord-016842-sow7k53m 79 7 more more RBR cord-016842-sow7k53m 79 8 alike alike RB cord-016842-sow7k53m 79 9 than than IN cord-016842-sow7k53m 79 10 male male JJ cord-016842-sow7k53m 79 11 groups group NNS cord-016842-sow7k53m 79 12 in in IN cord-016842-sow7k53m 79 13 terms term NNS cord-016842-sow7k53m 79 14 of of IN cord-016842-sow7k53m 79 15 news news NN cord-016842-sow7k53m 79 16 section section NN cord-016842-sow7k53m 79 17 preference preference NN cord-016842-sow7k53m 79 18 . . . cord-016842-sow7k53m 80 1 For for IN cord-016842-sow7k53m 80 2 female female JJ cord-016842-sow7k53m 80 3 groups group NNS cord-016842-sow7k53m 80 4 , , , cord-016842-sow7k53m 80 5 Society Society NNP cord-016842-sow7k53m 80 6 and and CC cord-016842-sow7k53m 80 7 Culture Culture NNP cord-016842-sow7k53m 80 8 were be VBD cord-016842-sow7k53m 80 9 the the DT cord-016842-sow7k53m 80 10 two two CD cord-016842-sow7k53m 80 11 most most RBS cord-016842-sow7k53m 80 12 popular popular JJ cord-016842-sow7k53m 80 13 news news NN cord-016842-sow7k53m 80 14 sections section NNS cord-016842-sow7k53m 80 15 . . . cord-016842-sow7k53m 81 1 For for IN cord-016842-sow7k53m 81 2 Age10 Age10 NNP cord-016842-sow7k53m 81 3 Male Male NNP cord-016842-sow7k53m 81 4 and and CC cord-016842-sow7k53m 81 5 Age20 Age20 NNP cord-016842-sow7k53m 81 6 Male male JJ cord-016842-sow7k53m 81 7 groups group NNS cord-016842-sow7k53m 81 8 , , , cord-016842-sow7k53m 81 9 Society Society NNP cord-016842-sow7k53m 81 10 , , , cord-016842-sow7k53m 81 11 Foreign Foreign NNP cord-016842-sow7k53m 81 12 , , , cord-016842-sow7k53m 81 13 and and CC cord-016842-sow7k53m 81 14 Politics politic NNS cord-016842-sow7k53m 81 15 were be VBD cord-016842-sow7k53m 81 16 more more RBR cord-016842-sow7k53m 81 17 popular popular JJ cord-016842-sow7k53m 81 18 than than IN cord-016842-sow7k53m 81 19 the the DT cord-016842-sow7k53m 81 20 others other NNS cord-016842-sow7k53m 81 21 . . . cord-016842-sow7k53m 82 1 Then then RB cord-016842-sow7k53m 82 2 , , , cord-016842-sow7k53m 82 3 for for IN cord-016842-sow7k53m 82 4 the the DT cord-016842-sow7k53m 82 5 Age30 Age30 NNP cord-016842-sow7k53m 82 6 Male Male NNP cord-016842-sow7k53m 82 7 and and CC cord-016842-sow7k53m 82 8 Age40 Age40 NNP cord-016842-sow7k53m 82 9 Male Male NNP cord-016842-sow7k53m 82 10 groups group NNS cord-016842-sow7k53m 82 11 , , , cord-016842-sow7k53m 82 12 their -PRON- PRP$ cord-016842-sow7k53m 82 13 interests interest NNS cord-016842-sow7k53m 82 14 were be VBD cord-016842-sow7k53m 82 15 Digital Digital NNP cord-016842-sow7k53m 82 16 ( ( -LRB- cord-016842-sow7k53m 82 17 i.e. i.e. FW cord-016842-sow7k53m 82 18 , , , cord-016842-sow7k53m 82 19 technology technology NN cord-016842-sow7k53m 82 20 news news NN cord-016842-sow7k53m 82 21 ) ) -RRB- cord-016842-sow7k53m 82 22 , , , cord-016842-sow7k53m 82 23 Economics Economics NNP cord-016842-sow7k53m 82 24 , , , cord-016842-sow7k53m 82 25 and and CC cord-016842-sow7k53m 82 26 Politics politic NNS cord-016842-sow7k53m 82 27 . . . cord-016842-sow7k53m 83 1 We -PRON- PRP cord-016842-sow7k53m 83 2 also also RB cord-016842-sow7k53m 83 3 find find VBP cord-016842-sow7k53m 83 4 one one CD cord-016842-sow7k53m 83 5 noticeable noticeable JJ cord-016842-sow7k53m 83 6 behavior behavior NN cord-016842-sow7k53m 83 7 of of IN cord-016842-sow7k53m 83 8 the the DT cord-016842-sow7k53m 83 9 Age50 Age50 NNP cord-016842-sow7k53m 83 10 Male Male NNP cord-016842-sow7k53m 83 11 group group NN cord-016842-sow7k53m 83 12 : : : cord-016842-sow7k53m 83 13 78 78 CD cord-016842-sow7k53m 83 14 % % NN cord-016842-sow7k53m 83 15 of of IN cord-016842-sow7k53m 83 16 their -PRON- PRP$ cord-016842-sow7k53m 83 17 top top JJ cord-016842-sow7k53m 83 18 30 30 CD cord-016842-sow7k53m 83 19 most most RBS cord-016842-sow7k53m 83 20 popular popular JJ cord-016842-sow7k53m 83 21 news news NN cord-016842-sow7k53m 83 22 items item NNS cord-016842-sow7k53m 83 23 over over IN cord-016842-sow7k53m 83 24 a a DT cord-016842-sow7k53m 83 25 year year NN cord-016842-sow7k53m 83 26 are be VBP cord-016842-sow7k53m 83 27 about about IN cord-016842-sow7k53m 83 28 Politics politic NNS cord-016842-sow7k53m 83 29 . . . cord-016842-sow7k53m 84 1 These these DT cord-016842-sow7k53m 84 2 news news NN cord-016842-sow7k53m 84 3 section section NN cord-016842-sow7k53m 84 4 preferences preference NNS cord-016842-sow7k53m 84 5 align align VBP cord-016842-sow7k53m 84 6 well well RB cord-016842-sow7k53m 84 7 with with IN cord-016842-sow7k53m 84 8 previous previous JJ cord-016842-sow7k53m 84 9 work work NN cord-016842-sow7k53m 84 10 on on IN cord-016842-sow7k53m 84 11 sex sex NN cord-016842-sow7k53m 84 12 - - HYPH cord-016842-sow7k53m 84 13 typed type VBN cord-016842-sow7k53m 84 14 news news NN cord-016842-sow7k53m 84 15 consumption consumption NN cord-016842-sow7k53m 84 16 observed observe VBD cord-016842-sow7k53m 84 17 internationally internationally RB cord-016842-sow7k53m 84 18 [ [ -LRB- cord-016842-sow7k53m 84 19 18 18 CD cord-016842-sow7k53m 84 20 , , , cord-016842-sow7k53m 84 21 40 40 CD cord-016842-sow7k53m 84 22 ] ] -RRB- cord-016842-sow7k53m 84 23 . . . cord-016842-sow7k53m 85 1 The the DT cord-016842-sow7k53m 85 2 news news NN cord-016842-sow7k53m 85 3 section section NN cord-016842-sow7k53m 85 4 category category NN cord-016842-sow7k53m 85 5 provided provide VBN cord-016842-sow7k53m 85 6 by by IN cord-016842-sow7k53m 85 7 Daum Daum NNP cord-016842-sow7k53m 85 8 News News NNP cord-016842-sow7k53m 85 9 abstractly abstractly RB cord-016842-sow7k53m 85 10 captures capture VBZ cord-016842-sow7k53m 85 11 the the DT cord-016842-sow7k53m 85 12 high high JJ cord-016842-sow7k53m 85 13 - - HYPH cord-016842-sow7k53m 85 14 level level NN cord-016842-sow7k53m 85 15 topic topic NN cord-016842-sow7k53m 85 16 of of IN cord-016842-sow7k53m 85 17 a a DT cord-016842-sow7k53m 85 18 news news NN cord-016842-sow7k53m 85 19 item item NN cord-016842-sow7k53m 85 20 . . . cord-016842-sow7k53m 86 1 In in IN cord-016842-sow7k53m 86 2 this this DT cord-016842-sow7k53m 86 3 study study NN cord-016842-sow7k53m 86 4 , , , cord-016842-sow7k53m 86 5 we -PRON- PRP cord-016842-sow7k53m 86 6 go go VBP cord-016842-sow7k53m 86 7 beyond beyond IN cord-016842-sow7k53m 86 8 a a DT cord-016842-sow7k53m 86 9 mere mere JJ cord-016842-sow7k53m 86 10 news news NN cord-016842-sow7k53m 86 11 section section NN cord-016842-sow7k53m 86 12 preference preference NN cord-016842-sow7k53m 86 13 and and CC cord-016842-sow7k53m 86 14 examine examine VB cord-016842-sow7k53m 86 15 whether whether IN cord-016842-sow7k53m 86 16 the the DT cord-016842-sow7k53m 86 17 gender gender NN cord-016842-sow7k53m 86 18 - - HYPH cord-016842-sow7k53m 86 19 or or CC cord-016842-sow7k53m 86 20 age age NN cord-016842-sow7k53m 86 21 - - HYPH cord-016842-sow7k53m 86 22 specific specific JJ cord-016842-sow7k53m 86 23 topic topic NN cord-016842-sow7k53m 86 24 or or CC cord-016842-sow7k53m 86 25 subtopic subtopic NN cord-016842-sow7k53m 86 26 preferences preference NNS cord-016842-sow7k53m 86 27 exist exist VBP cord-016842-sow7k53m 86 28 . . . cord-016842-sow7k53m 87 1 To to TO cord-016842-sow7k53m 87 2 do do VB cord-016842-sow7k53m 87 3 that that DT cord-016842-sow7k53m 87 4 , , , cord-016842-sow7k53m 87 5 we -PRON- PRP cord-016842-sow7k53m 87 6 need need VBP cord-016842-sow7k53m 87 7 to to TO cord-016842-sow7k53m 87 8 understand understand VB cord-016842-sow7k53m 87 9 the the DT cord-016842-sow7k53m 87 10 semantic semantic JJ cord-016842-sow7k53m 87 11 content content NN cord-016842-sow7k53m 87 12 of of IN cord-016842-sow7k53m 87 13 the the DT cord-016842-sow7k53m 87 14 news news NN cord-016842-sow7k53m 87 15 articles article NNS cord-016842-sow7k53m 87 16 . . . cord-016842-sow7k53m 88 1 For for IN cord-016842-sow7k53m 88 2 example example NN cord-016842-sow7k53m 88 3 , , , cord-016842-sow7k53m 88 4 news news NN cord-016842-sow7k53m 88 5 about about IN cord-016842-sow7k53m 88 6 " " `` cord-016842-sow7k53m 88 7 Violence violence NN cord-016842-sow7k53m 88 8 at at IN cord-016842-sow7k53m 88 9 daycare daycare NN cord-016842-sow7k53m 88 10 " " '' cord-016842-sow7k53m 88 11 and and CC cord-016842-sow7k53m 88 12 " " `` cord-016842-sow7k53m 88 13 A a DT cord-016842-sow7k53m 88 14 killer killer NN cord-016842-sow7k53m 88 15 of of IN cord-016842-sow7k53m 88 16 his -PRON- PRP$ cord-016842-sow7k53m 88 17 family family NN cord-016842-sow7k53m 88 18 " " `` cord-016842-sow7k53m 88 19 are be VBP cord-016842-sow7k53m 88 20 both both DT cord-016842-sow7k53m 88 21 categorized categorize VBN cord-016842-sow7k53m 88 22 under under IN cord-016842-sow7k53m 88 23 Society Society NNP cord-016842-sow7k53m 88 24 , , , cord-016842-sow7k53m 88 25 but but CC cord-016842-sow7k53m 88 26 they -PRON- PRP cord-016842-sow7k53m 88 27 are be VBP cord-016842-sow7k53m 88 28 two two CD cord-016842-sow7k53m 88 29 different different JJ cord-016842-sow7k53m 88 30 topics topic NNS cord-016842-sow7k53m 88 31 . . . cord-016842-sow7k53m 89 1 We -PRON- PRP cord-016842-sow7k53m 89 2 automatically automatically RB cord-016842-sow7k53m 89 3 discover discover VBP cord-016842-sow7k53m 89 4 a a DT cord-016842-sow7k53m 89 5 topic topic NN cord-016842-sow7k53m 89 6 - - HYPH cord-016842-sow7k53m 89 7 specific specific JJ cord-016842-sow7k53m 89 8 categorical categorical JJ cord-016842-sow7k53m 89 9 structure structure NN cord-016842-sow7k53m 89 10 from from IN cord-016842-sow7k53m 89 11 a a DT cord-016842-sow7k53m 89 12 set set NN cord-016842-sow7k53m 89 13 of of IN cord-016842-sow7k53m 89 14 titles title NNS cord-016842-sow7k53m 89 15 and and CC cord-016842-sow7k53m 89 16 classify classify VB cord-016842-sow7k53m 89 17 each each DT cord-016842-sow7k53m 89 18 news news NN cord-016842-sow7k53m 89 19 article article NN cord-016842-sow7k53m 89 20 based base VBN cord-016842-sow7k53m 89 21 on on IN cord-016842-sow7k53m 89 22 it -PRON- PRP cord-016842-sow7k53m 89 23 . . . cord-016842-sow7k53m 90 1 Topic topic NN cord-016842-sow7k53m 90 2 modeling model VBG cord-016842-sow7k53m 90 3 techniques technique NNS cord-016842-sow7k53m 90 4 such such JJ cord-016842-sow7k53m 90 5 as as IN cord-016842-sow7k53m 90 6 probabilistic probabilistic JJ cord-016842-sow7k53m 90 7 Latent Latent NNP cord-016842-sow7k53m 90 8 Semantic Semantic NNP cord-016842-sow7k53m 90 9 Indexing Indexing NNP cord-016842-sow7k53m 90 10 ( ( -LRB- cord-016842-sow7k53m 90 11 pLSI plsi NN cord-016842-sow7k53m 90 12 ) ) -RRB- cord-016842-sow7k53m 90 13 [ [ -LRB- cord-016842-sow7k53m 90 14 23 23 CD cord-016842-sow7k53m 90 15 ] ] -RRB- cord-016842-sow7k53m 90 16 , , , cord-016842-sow7k53m 90 17 Latent Latent NNP cord-016842-sow7k53m 90 18 Dirichlet Dirichlet NNP cord-016842-sow7k53m 90 19 Allocation Allocation NNP cord-016842-sow7k53m 90 20 ( ( -LRB- cord-016842-sow7k53m 90 21 LDA LDA NNP cord-016842-sow7k53m 90 22 ) ) -RRB- cord-016842-sow7k53m 90 23 [ [ -LRB- cord-016842-sow7k53m 90 24 11 11 CD cord-016842-sow7k53m 90 25 ] ] -RRB- cord-016842-sow7k53m 90 26 , , , cord-016842-sow7k53m 90 27 and and CC cord-016842-sow7k53m 90 28 Hierarchical Hierarchical NNP cord-016842-sow7k53m 90 29 Dirichlet Dirichlet NNP cord-016842-sow7k53m 90 30 Processes Processes NNP cord-016842-sow7k53m 90 31 ( ( -LRB- cord-016842-sow7k53m 90 32 HDP HDP NNP cord-016842-sow7k53m 90 33 ) ) -RRB- cord-016842-sow7k53m 91 1 [ [ -LRB- cord-016842-sow7k53m 91 2 46 46 CD cord-016842-sow7k53m 91 3 ] ] -RRB- cord-016842-sow7k53m 91 4 can can MD cord-016842-sow7k53m 91 5 be be VB cord-016842-sow7k53m 91 6 employed employ VBN cord-016842-sow7k53m 91 7 to to TO cord-016842-sow7k53m 91 8 induce induce VB cord-016842-sow7k53m 91 9 topics topic NNS cord-016842-sow7k53m 91 10 from from IN cord-016842-sow7k53m 91 11 the the DT cord-016842-sow7k53m 91 12 set set NN cord-016842-sow7k53m 91 13 of of IN cord-016842-sow7k53m 91 14 news news NN cord-016842-sow7k53m 91 15 titles title NNS cord-016842-sow7k53m 91 16 . . . cord-016842-sow7k53m 92 1 We -PRON- PRP cord-016842-sow7k53m 92 2 manually manually RB cord-016842-sow7k53m 92 3 compare compare VBP cord-016842-sow7k53m 92 4 the the DT cord-016842-sow7k53m 92 5 three three CD cord-016842-sow7k53m 92 6 methods method NNS cord-016842-sow7k53m 92 7 in in IN cord-016842-sow7k53m 92 8 terms term NNS cord-016842-sow7k53m 92 9 of of IN cord-016842-sow7k53m 92 10 the the DT cord-016842-sow7k53m 92 11 interpretability interpretability NN cord-016842-sow7k53m 92 12 of of IN cord-016842-sow7k53m 92 13 the the DT cord-016842-sow7k53m 92 14 induced induce VBN cord-016842-sow7k53m 92 15 topics topic NNS cord-016842-sow7k53m 92 16 and and CC cord-016842-sow7k53m 92 17 the the DT cord-016842-sow7k53m 92 18 quality quality NN cord-016842-sow7k53m 92 19 of of IN cord-016842-sow7k53m 92 20 the the DT cord-016842-sow7k53m 92 21 clustered cluster VBN cord-016842-sow7k53m 92 22 news news NN cord-016842-sow7k53m 92 23 titles title NNS cord-016842-sow7k53m 92 24 for for IN cord-016842-sow7k53m 92 25 each each DT cord-016842-sow7k53m 92 26 of of IN cord-016842-sow7k53m 92 27 the the DT cord-016842-sow7k53m 92 28 included include VBN cord-016842-sow7k53m 92 29 topics topic NNS cord-016842-sow7k53m 92 30 . . . cord-016842-sow7k53m 93 1 For for IN cord-016842-sow7k53m 93 2 two two CD cord-016842-sow7k53m 93 3 slices slice NNS cord-016842-sow7k53m 93 4 of of IN cord-016842-sow7k53m 93 5 subsets subset NNS cord-016842-sow7k53m 93 6 , , , cord-016842-sow7k53m 93 7 May May NNP cord-016842-sow7k53m 93 8 and and CC cord-016842-sow7k53m 93 9 October October NNP cord-016842-sow7k53m 93 10 2015 2015 CD cord-016842-sow7k53m 93 11 , , , cord-016842-sow7k53m 93 12 we -PRON- PRP cord-016842-sow7k53m 93 13 examined examine VBD cord-016842-sow7k53m 93 14 the the DT cord-016842-sow7k53m 93 15 top top JJ cord-016842-sow7k53m 93 16 20 20 CD cord-016842-sow7k53m 93 17 topics topic NNS cord-016842-sow7k53m 93 18 resulting result VBG cord-016842-sow7k53m 93 19 from from IN cord-016842-sow7k53m 93 20 the the DT cord-016842-sow7k53m 93 21 three three CD cord-016842-sow7k53m 93 22 methods method NNS cord-016842-sow7k53m 93 23 with with IN cord-016842-sow7k53m 93 24 their -PRON- PRP$ cord-016842-sow7k53m 93 25 top top JJ cord-016842-sow7k53m 93 26 30 30 CD cord-016842-sow7k53m 93 27 words word NNS cord-016842-sow7k53m 93 28 . . . cord-016842-sow7k53m 94 1 For for IN cord-016842-sow7k53m 94 2 our -PRON- PRP$ cord-016842-sow7k53m 94 3 dataset dataset NN cord-016842-sow7k53m 94 4 , , , cord-016842-sow7k53m 94 5 pLSI plsi NN cord-016842-sow7k53m 94 6 's 's POS cord-016842-sow7k53m 94 7 top top JJ cord-016842-sow7k53m 94 8 topics topic NNS cord-016842-sow7k53m 94 9 were be VBD cord-016842-sow7k53m 94 10 mapped map VBN cord-016842-sow7k53m 94 11 more more RBR cord-016842-sow7k53m 94 12 clearly clearly RB cord-016842-sow7k53m 94 13 with with IN cord-016842-sow7k53m 94 14 news news NN cord-016842-sow7k53m 94 15 events event NNS cord-016842-sow7k53m 94 16 in in IN cord-016842-sow7k53m 94 17 the the DT cord-016842-sow7k53m 94 18 corresponding corresponding JJ cord-016842-sow7k53m 94 19 month month NN cord-016842-sow7k53m 94 20 than than IN cord-016842-sow7k53m 94 21 LDA LDA NNP cord-016842-sow7k53m 94 22 's 's POS cord-016842-sow7k53m 94 23 and and CC cord-016842-sow7k53m 94 24 HDP HDP NNP cord-016842-sow7k53m 94 25 's 's POS cord-016842-sow7k53m 94 26 topics topic NNS cord-016842-sow7k53m 94 27 were be VBD cord-016842-sow7k53m 94 28 . . . cord-016842-sow7k53m 95 1 One one CD cord-016842-sow7k53m 95 2 possible possible JJ cord-016842-sow7k53m 95 3 reason reason NN cord-016842-sow7k53m 95 4 is be VBZ cord-016842-sow7k53m 95 5 that that IN cord-016842-sow7k53m 95 6 LDA LDA NNP cord-016842-sow7k53m 95 7 and and CC cord-016842-sow7k53m 95 8 HDP HDP NNP cord-016842-sow7k53m 95 9 were be VBD cord-016842-sow7k53m 95 10 penalized penalize VBN cord-016842-sow7k53m 95 11 more more RBR cord-016842-sow7k53m 95 12 for for IN cord-016842-sow7k53m 95 13 modeling model VBG cord-016842-sow7k53m 95 14 topics topic NNS cord-016842-sow7k53m 95 15 with with IN cord-016842-sow7k53m 95 16 short short JJ cord-016842-sow7k53m 95 17 titles title NNS cord-016842-sow7k53m 95 18 than than IN cord-016842-sow7k53m 95 19 pLSI plsi JJ cord-016842-sow7k53m 95 20 was be VBD cord-016842-sow7k53m 95 21 . . . cord-016842-sow7k53m 96 1 Thus thus RB cord-016842-sow7k53m 96 2 , , , cord-016842-sow7k53m 96 3 we -PRON- PRP cord-016842-sow7k53m 96 4 use use VBP cord-016842-sow7k53m 96 5 pLSI plsi NN cord-016842-sow7k53m 96 6 to to TO cord-016842-sow7k53m 96 7 detect detect VB cord-016842-sow7k53m 96 8 candidate candidate NN cord-016842-sow7k53m 96 9 topics topic NNS cord-016842-sow7k53m 96 10 . . . cord-016842-sow7k53m 97 1 There there EX cord-016842-sow7k53m 97 2 are be VBP cord-016842-sow7k53m 97 3 also also RB cord-016842-sow7k53m 97 4 specialized specialize VBN cord-016842-sow7k53m 97 5 topic topic NN cord-016842-sow7k53m 97 6 models model NNS cord-016842-sow7k53m 97 7 for for IN cord-016842-sow7k53m 97 8 short short JJ cord-016842-sow7k53m 97 9 texts text NNS cord-016842-sow7k53m 97 10 , , , cord-016842-sow7k53m 97 11 such such JJ cord-016842-sow7k53m 97 12 as as IN cord-016842-sow7k53m 97 13 a a DT cord-016842-sow7k53m 97 14 biterm biterm NNP cord-016842-sow7k53m 97 15 topic topic NN cord-016842-sow7k53m 97 16 model model NN cord-016842-sow7k53m 97 17 ( ( -LRB- cord-016842-sow7k53m 97 18 BTM BTM NNP cord-016842-sow7k53m 97 19 ) ) -RRB- cord-016842-sow7k53m 97 20 [ [ -LRB- cord-016842-sow7k53m 97 21 48 48 CD cord-016842-sow7k53m 97 22 ] ] -RRB- cord-016842-sow7k53m 97 23 , , , cord-016842-sow7k53m 97 24 and and CC cord-016842-sow7k53m 97 25 we -PRON- PRP cord-016842-sow7k53m 97 26 leave leave VBP cord-016842-sow7k53m 97 27 it -PRON- PRP cord-016842-sow7k53m 97 28 as as IN cord-016842-sow7k53m 97 29 a a DT cord-016842-sow7k53m 97 30 future future JJ cord-016842-sow7k53m 97 31 work work NN cord-016842-sow7k53m 97 32 to to TO cord-016842-sow7k53m 97 33 improve improve VB cord-016842-sow7k53m 97 34 our -PRON- PRP$ cord-016842-sow7k53m 97 35 topic topic NN cord-016842-sow7k53m 97 36 categorization categorization NN cord-016842-sow7k53m 97 37 method method NN cord-016842-sow7k53m 97 38 . . . cord-016842-sow7k53m 98 1 One one CD cord-016842-sow7k53m 98 2 problem problem NN cord-016842-sow7k53m 98 3 with with IN cord-016842-sow7k53m 98 4 these these DT cord-016842-sow7k53m 98 5 topic topic NN cord-016842-sow7k53m 98 6 modeling modeling NN cord-016842-sow7k53m 98 7 techniques technique NNS cord-016842-sow7k53m 98 8 is be VBZ cord-016842-sow7k53m 98 9 that that IN cord-016842-sow7k53m 98 10 they -PRON- PRP cord-016842-sow7k53m 98 11 are be VBP cord-016842-sow7k53m 98 12 not not RB cord-016842-sow7k53m 98 13 timesensitive timesensitive JJ cord-016842-sow7k53m 98 14 . . . cord-016842-sow7k53m 99 1 The the DT cord-016842-sow7k53m 99 2 following follow VBG cord-016842-sow7k53m 99 3 two two CD cord-016842-sow7k53m 99 4 news news NN cord-016842-sow7k53m 99 5 titles title NNS cord-016842-sow7k53m 99 6 , , , cord-016842-sow7k53m 99 7 " " '' cord-016842-sow7k53m 99 8 Anyang Anyang NNP cord-016842-sow7k53m 99 9 Killer Killer NNP cord-016842-sow7k53m 99 10 -a -a HYPH cord-016842-sow7k53m 99 11 man man NN cord-016842-sow7k53m 99 12 killed kill VBD cord-016842-sow7k53m 99 13 his -PRON- PRP$ cord-016842-sow7k53m 99 14 family family NN cord-016842-sow7k53m 99 15 " " '' cord-016842-sow7k53m 99 16 and and CC cord-016842-sow7k53m 99 17 " " `` cord-016842-sow7k53m 99 18 Wife wife NN cord-016842-sow7k53m 99 19 killer killer NN cord-016842-sow7k53m 99 20 -a -a HYPH cord-016842-sow7k53m 99 21 man man NN cord-016842-sow7k53m 99 22 killed kill VBD cord-016842-sow7k53m 99 23 his -PRON- PRP$ cord-016842-sow7k53m 99 24 wife wife NN cord-016842-sow7k53m 99 25 but but CC cord-016842-sow7k53m 99 26 did do VBD cord-016842-sow7k53m 99 27 not not RB cord-016842-sow7k53m 99 28 show show VB cord-016842-sow7k53m 99 29 any any DT cord-016842-sow7k53m 99 30 grief grief NN cord-016842-sow7k53m 99 31 , , , cord-016842-sow7k53m 99 32 " " '' cord-016842-sow7k53m 99 33 are be VBP cord-016842-sow7k53m 99 34 likely likely JJ cord-016842-sow7k53m 99 35 to to TO cord-016842-sow7k53m 99 36 be be VB cord-016842-sow7k53m 99 37 categorized categorize VBN cord-016842-sow7k53m 99 38 as as IN cord-016842-sow7k53m 99 39 the the DT cord-016842-sow7k53m 99 40 same same JJ cord-016842-sow7k53m 99 41 topic topic NN cord-016842-sow7k53m 99 42 even even RB cord-016842-sow7k53m 99 43 though though IN cord-016842-sow7k53m 99 44 one one CD cord-016842-sow7k53m 99 45 event event NN cord-016842-sow7k53m 99 46 happened happen VBD cord-016842-sow7k53m 99 47 in in IN cord-016842-sow7k53m 99 48 January January NNP cord-016842-sow7k53m 99 49 2015 2015 CD cord-016842-sow7k53m 99 50 , , , cord-016842-sow7k53m 99 51 and and CC cord-016842-sow7k53m 99 52 the the DT cord-016842-sow7k53m 99 53 other other JJ cord-016842-sow7k53m 99 54 happened happen VBD cord-016842-sow7k53m 99 55 in in IN cord-016842-sow7k53m 99 56 October October NNP cord-016842-sow7k53m 99 57 2015 2015 CD cord-016842-sow7k53m 99 58 . . . cord-016842-sow7k53m 100 1 To to TO cord-016842-sow7k53m 100 2 handle handle VB cord-016842-sow7k53m 100 3 this this DT cord-016842-sow7k53m 100 4 problem problem NN cord-016842-sow7k53m 100 5 , , , cord-016842-sow7k53m 100 6 we -PRON- PRP cord-016842-sow7k53m 100 7 first first RB cord-016842-sow7k53m 100 8 split split VBD cord-016842-sow7k53m 100 9 our -PRON- PRP$ cord-016842-sow7k53m 100 10 dataset dataset NN cord-016842-sow7k53m 100 11 by by IN cord-016842-sow7k53m 100 12 month month NN cord-016842-sow7k53m 100 13 , , , cord-016842-sow7k53m 100 14 and and CC cord-016842-sow7k53m 100 15 then then RB cord-016842-sow7k53m 100 16 we -PRON- PRP cord-016842-sow7k53m 100 17 build build VBP cord-016842-sow7k53m 100 18 a a DT cord-016842-sow7k53m 100 19 pLSI plsi NN cord-016842-sow7k53m 100 20 model model NN cord-016842-sow7k53m 100 21 for for IN cord-016842-sow7k53m 100 22 each each DT cord-016842-sow7k53m 100 23 of of IN cord-016842-sow7k53m 100 24 the the DT cord-016842-sow7k53m 100 25 monthly monthly JJ cord-016842-sow7k53m 100 26 datasets dataset NNS cord-016842-sow7k53m 100 27 . . . cord-016842-sow7k53m 101 1 Each each DT cord-016842-sow7k53m 101 2 pLSI plsi NN cord-016842-sow7k53m 101 3 model model NN cord-016842-sow7k53m 101 4 induces induce VBZ cord-016842-sow7k53m 101 5 100 100 CD cord-016842-sow7k53m 101 6 topics topic NNS cord-016842-sow7k53m 101 7 , , , cord-016842-sow7k53m 101 8 giving give VBG cord-016842-sow7k53m 101 9 us -PRON- PRP cord-016842-sow7k53m 101 10 1,200 1,200 CD cord-016842-sow7k53m 101 11 candidate candidate NN cord-016842-sow7k53m 101 12 topics topic NNS cord-016842-sow7k53m 101 13 in in IN cord-016842-sow7k53m 101 14 total total NN cord-016842-sow7k53m 101 15 . . . cord-016842-sow7k53m 102 1 Each each DT cord-016842-sow7k53m 102 2 topic topic NN cord-016842-sow7k53m 102 3 is be VBZ cord-016842-sow7k53m 102 4 represented represent VBN cord-016842-sow7k53m 102 5 by by IN cord-016842-sow7k53m 102 6 word word NN cord-016842-sow7k53m 102 7 distributions distribution NNS cord-016842-sow7k53m 102 8 . . . cord-016842-sow7k53m 103 1 We -PRON- PRP cord-016842-sow7k53m 103 2 then then RB cord-016842-sow7k53m 103 3 aggregate aggregate VBP cord-016842-sow7k53m 103 4 similar similar JJ cord-016842-sow7k53m 103 5 candidate candidate NN cord-016842-sow7k53m 103 6 topics topic NNS cord-016842-sow7k53m 103 7 by by IN cord-016842-sow7k53m 103 8 examining examine VBG cord-016842-sow7k53m 103 9 the the DT cord-016842-sow7k53m 103 10 representative representative JJ cord-016842-sow7k53m 103 11 keywords keyword NNS cord-016842-sow7k53m 103 12 for for IN cord-016842-sow7k53m 103 13 topics topic NNS cord-016842-sow7k53m 103 14 ( ( -LRB- cord-016842-sow7k53m 103 15 words word NNS cord-016842-sow7k53m 103 16 with with IN cord-016842-sow7k53m 103 17 the the DT cord-016842-sow7k53m 103 18 highest high JJS cord-016842-sow7k53m 103 19 probabilities probability NNS cord-016842-sow7k53m 103 20 ) ) -RRB- cord-016842-sow7k53m 103 21 . . . cord-016842-sow7k53m 104 1 In in IN cord-016842-sow7k53m 104 2 our -PRON- PRP$ cord-016842-sow7k53m 104 3 case case NN cord-016842-sow7k53m 104 4 , , , cord-016842-sow7k53m 104 5 we -PRON- PRP cord-016842-sow7k53m 104 6 aggregate aggregate VBP cord-016842-sow7k53m 104 7 topics topic NNS cord-016842-sow7k53m 104 8 if if IN cord-016842-sow7k53m 104 9 they -PRON- PRP cord-016842-sow7k53m 104 10 share share VBP cord-016842-sow7k53m 104 11 more more JJR cord-016842-sow7k53m 104 12 than than IN cord-016842-sow7k53m 104 13 three three CD cord-016842-sow7k53m 104 14 top top JJ cord-016842-sow7k53m 104 15 words word NNS cord-016842-sow7k53m 104 16 . . . cord-016842-sow7k53m 105 1 After after IN cord-016842-sow7k53m 105 2 this this DT cord-016842-sow7k53m 105 3 , , , cord-016842-sow7k53m 105 4 we -PRON- PRP cord-016842-sow7k53m 105 5 classify classify VBP cord-016842-sow7k53m 105 6 each each DT cord-016842-sow7k53m 105 7 news news NN cord-016842-sow7k53m 105 8 title title NN cord-016842-sow7k53m 105 9 as as IN cord-016842-sow7k53m 105 10 one one CD cord-016842-sow7k53m 105 11 of of IN cord-016842-sow7k53m 105 12 these these DT cord-016842-sow7k53m 105 13 candidate candidate NN cord-016842-sow7k53m 105 14 topics topic NNS cord-016842-sow7k53m 105 15 based base VBN cord-016842-sow7k53m 105 16 on on IN cord-016842-sow7k53m 105 17 the the DT cord-016842-sow7k53m 105 18 score score NN cord-016842-sow7k53m 105 19 given give VBN cord-016842-sow7k53m 105 20 by by IN cord-016842-sow7k53m 105 21 the the DT cord-016842-sow7k53m 105 22 pLSI plsi NN cord-016842-sow7k53m 105 23 model model NN cord-016842-sow7k53m 105 24 . . . cord-016842-sow7k53m 106 1 Finally finally RB cord-016842-sow7k53m 106 2 , , , cord-016842-sow7k53m 106 3 we -PRON- PRP cord-016842-sow7k53m 106 4 split split VBD cord-016842-sow7k53m 106 5 every every DT cord-016842-sow7k53m 106 6 candidate candidate NN cord-016842-sow7k53m 106 7 topic topic NN cord-016842-sow7k53m 106 8 further far RBR cord-016842-sow7k53m 106 9 into into IN cord-016842-sow7k53m 106 10 multiple multiple JJ cord-016842-sow7k53m 106 11 topics topic NNS cord-016842-sow7k53m 106 12 by by IN cord-016842-sow7k53m 106 13 considering consider VBG cord-016842-sow7k53m 106 14 the the DT cord-016842-sow7k53m 106 15 publication publication NN cord-016842-sow7k53m 106 16 times time NNS cord-016842-sow7k53m 106 17 of of IN cord-016842-sow7k53m 106 18 news news NN cord-016842-sow7k53m 106 19 items item NNS cord-016842-sow7k53m 106 20 . . . cord-016842-sow7k53m 107 1 Only only RB cord-016842-sow7k53m 107 2 news news NN cord-016842-sow7k53m 107 3 items item NNS cord-016842-sow7k53m 107 4 published publish VBN cord-016842-sow7k53m 107 5 for for IN cord-016842-sow7k53m 107 6 days day NNS cord-016842-sow7k53m 107 7 in in IN cord-016842-sow7k53m 107 8 a a DT cord-016842-sow7k53m 107 9 row row NN cord-016842-sow7k53m 107 10 are be VBP cord-016842-sow7k53m 107 11 tagged tag VBN cord-016842-sow7k53m 107 12 as as IN cord-016842-sow7k53m 107 13 the the DT cord-016842-sow7k53m 107 14 same same JJ cord-016842-sow7k53m 107 15 topic topic NN cord-016842-sow7k53m 107 16 , , , cord-016842-sow7k53m 107 17 resulting result VBG cord-016842-sow7k53m 107 18 in in IN cord-016842-sow7k53m 107 19 2,122 2,122 CD cord-016842-sow7k53m 107 20 topics topic NNS cord-016842-sow7k53m 107 21 . . . cord-016842-sow7k53m 108 1 News news NN cord-016842-sow7k53m 108 2 titles title NNS cord-016842-sow7k53m 108 3 without without IN cord-016842-sow7k53m 108 4 any any DT cord-016842-sow7k53m 108 5 matching match VBG cord-016842-sow7k53m 108 6 candidate candidate NN cord-016842-sow7k53m 108 7 topic topic NN cord-016842-sow7k53m 108 8 are be VBP cord-016842-sow7k53m 108 9 considered consider VBN cord-016842-sow7k53m 108 10 stand stand VB cord-016842-sow7k53m 108 11 - - HYPH cord-016842-sow7k53m 108 12 alone alone JJ cord-016842-sow7k53m 108 13 topics topic NNS cord-016842-sow7k53m 108 14 . . . cord-016842-sow7k53m 109 1 Altogether altogether RB cord-016842-sow7k53m 109 2 , , , cord-016842-sow7k53m 109 3 we -PRON- PRP cord-016842-sow7k53m 109 4 have have VBP cord-016842-sow7k53m 109 5 41,452 41,452 CD cord-016842-sow7k53m 109 6 topics topic NNS cord-016842-sow7k53m 109 7 . . . cord-016842-sow7k53m 110 1 Across across IN cord-016842-sow7k53m 110 2 all all DT cord-016842-sow7k53m 110 3 topics topic NNS cord-016842-sow7k53m 110 4 , , , cord-016842-sow7k53m 110 5 the the DT cord-016842-sow7k53m 110 6 most most RBS cord-016842-sow7k53m 110 7 popular popular JJ cord-016842-sow7k53m 110 8 news news NN cord-016842-sow7k53m 110 9 event event NN cord-016842-sow7k53m 110 10 is be VBZ cord-016842-sow7k53m 110 11 the the DT cord-016842-sow7k53m 110 12 Middle Middle NNP cord-016842-sow7k53m 110 13 East East NNP cord-016842-sow7k53m 110 14 Respiratory Respiratory NNP cord-016842-sow7k53m 110 15 Syndrome Syndrome NNP cord-016842-sow7k53m 110 16 ( ( -LRB- cord-016842-sow7k53m 110 17 MERS MERS NNP cord-016842-sow7k53m 110 18 ) ) -RRB- cord-016842-sow7k53m 110 19 outbreak outbreak NN cord-016842-sow7k53m 110 20 in in IN cord-016842-sow7k53m 110 21 South South NNP cord-016842-sow7k53m 110 22 Korea Korea NNP cord-016842-sow7k53m 110 23 . . . cord-016842-sow7k53m 111 1 We -PRON- PRP cord-016842-sow7k53m 111 2 find find VBP cord-016842-sow7k53m 111 3 2,756 2,756 CD cord-016842-sow7k53m 111 4 matching match VBG cord-016842-sow7k53m 111 5 news news NN cord-016842-sow7k53m 111 6 items item NNS cord-016842-sow7k53m 111 7 regarding regard VBG cord-016842-sow7k53m 111 8 MERS MERS NNP cord-016842-sow7k53m 111 9 . . . cord-016842-sow7k53m 112 1 The the DT cord-016842-sow7k53m 112 2 most most RBS cord-016842-sow7k53m 112 3 frequent frequent JJ cord-016842-sow7k53m 112 4 words word NNS cord-016842-sow7k53m 112 5 are be VBP cord-016842-sow7k53m 112 6 MERS MERS NNPS cord-016842-sow7k53m 112 7 , , , cord-016842-sow7k53m 112 8 a a DT cord-016842-sow7k53m 112 9 vice vice NN cord-016842-sow7k53m 112 10 prime prime JJ cord-016842-sow7k53m 112 11 minister minister NN cord-016842-sow7k53m 112 12 , , , cord-016842-sow7k53m 112 13 confirmed confirm VBD cord-016842-sow7k53m 112 14 patients patient NNS cord-016842-sow7k53m 112 15 , , , cord-016842-sow7k53m 112 16 infected infected JJ cord-016842-sow7k53m 112 17 , , , cord-016842-sow7k53m 112 18 hospital hospital NN cord-016842-sow7k53m 112 19 , , , cord-016842-sow7k53m 112 20 Daejeon Daejeon NNP cord-016842-sow7k53m 112 21 , , , cord-016842-sow7k53m 112 22 tourists tourist NNS cord-016842-sow7k53m 112 23 , , , cord-016842-sow7k53m 112 24 etc etc FW cord-016842-sow7k53m 112 25 . . . cord-016842-sow7k53m 113 1 Validation validation NN cord-016842-sow7k53m 113 2 of of IN cord-016842-sow7k53m 113 3 Topic Topic NNP cord-016842-sow7k53m 113 4 Categorization Categorization NNP cord-016842-sow7k53m 113 5 . . . cord-016842-sow7k53m 114 1 For for IN cord-016842-sow7k53m 114 2 the the DT cord-016842-sow7k53m 114 3 purpose purpose NN cord-016842-sow7k53m 114 4 of of IN cord-016842-sow7k53m 114 5 validation validation NN cord-016842-sow7k53m 114 6 , , , cord-016842-sow7k53m 114 7 we -PRON- PRP cord-016842-sow7k53m 114 8 crossmatched crossmatche VBD cord-016842-sow7k53m 114 9 the the DT cord-016842-sow7k53m 114 10 set set NN cord-016842-sow7k53m 114 11 of of IN cord-016842-sow7k53m 114 12 news news NN cord-016842-sow7k53m 114 13 items item NNS cord-016842-sow7k53m 114 14 extracted extract VBN cord-016842-sow7k53m 114 15 by by IN cord-016842-sow7k53m 114 16 the the DT cord-016842-sow7k53m 114 17 topic topic NN cord-016842-sow7k53m 114 18 - - HYPH cord-016842-sow7k53m 114 19 model model NN cord-016842-sow7k53m 114 20 - - HYPH cord-016842-sow7k53m 114 21 based base VBN cord-016842-sow7k53m 114 22 clustering clustering NN cord-016842-sow7k53m 114 23 method method NN cord-016842-sow7k53m 114 24 with with IN cord-016842-sow7k53m 114 25 the the DT cord-016842-sow7k53m 114 26 set set NN cord-016842-sow7k53m 114 27 of of IN cord-016842-sow7k53m 114 28 news news NN cord-016842-sow7k53m 114 29 items item NNS cord-016842-sow7k53m 114 30 extracted extract VBN cord-016842-sow7k53m 114 31 by by IN cord-016842-sow7k53m 114 32 a a DT cord-016842-sow7k53m 114 33 keyword keyword NN cord-016842-sow7k53m 114 34 - - HYPH cord-016842-sow7k53m 114 35 based base VBN cord-016842-sow7k53m 114 36 method method NN cord-016842-sow7k53m 114 37 . . . cord-016842-sow7k53m 115 1 We -PRON- PRP cord-016842-sow7k53m 115 2 focus focus VBP cord-016842-sow7k53m 115 3 on on IN cord-016842-sow7k53m 115 4 one one CD cord-016842-sow7k53m 115 5 particular particular JJ cord-016842-sow7k53m 115 6 news news NN cord-016842-sow7k53m 115 7 topic topic NN cord-016842-sow7k53m 115 8 , , , cord-016842-sow7k53m 115 9 MERS MERS NNP cord-016842-sow7k53m 115 10 outbreak outbreak NN cord-016842-sow7k53m 115 11 in in IN cord-016842-sow7k53m 115 12 South South NNP cord-016842-sow7k53m 115 13 Korea Korea NNP cord-016842-sow7k53m 115 14 . . . cord-016842-sow7k53m 116 1 The the DT cord-016842-sow7k53m 116 2 outbreak outbreak NN cord-016842-sow7k53m 116 3 lasted last VBD cord-016842-sow7k53m 116 4 for for IN cord-016842-sow7k53m 116 5 a a DT cord-016842-sow7k53m 116 6 month month NN cord-016842-sow7k53m 116 7 and and CC cord-016842-sow7k53m 116 8 a a DT cord-016842-sow7k53m 116 9 half half NN cord-016842-sow7k53m 116 10 starting start VBG cord-016842-sow7k53m 116 11 on on IN cord-016842-sow7k53m 116 12 May May NNP cord-016842-sow7k53m 116 13 20th 20th NN cord-016842-sow7k53m 116 14 . . . cord-016842-sow7k53m 117 1 A a DT cord-016842-sow7k53m 117 2 total total NN cord-016842-sow7k53m 117 3 of of IN cord-016842-sow7k53m 117 4 186 186 CD cord-016842-sow7k53m 117 5 cases case NNS cord-016842-sow7k53m 117 6 occurred occur VBD cord-016842-sow7k53m 117 7 during during IN cord-016842-sow7k53m 117 8 the the DT cord-016842-sow7k53m 117 9 outbreak outbreak NN cord-016842-sow7k53m 117 10 , , , cord-016842-sow7k53m 117 11 with with IN cord-016842-sow7k53m 117 12 a a DT cord-016842-sow7k53m 117 13 death death NN cord-016842-sow7k53m 117 14 toll toll NN cord-016842-sow7k53m 117 15 of of IN cord-016842-sow7k53m 117 16 36 36 CD cord-016842-sow7k53m 117 17 . . . cord-016842-sow7k53m 118 1 Due due IN cord-016842-sow7k53m 118 2 to to IN cord-016842-sow7k53m 118 3 the the DT cord-016842-sow7k53m 118 4 outbreak outbreak NN cord-016842-sow7k53m 118 5 , , , cord-016842-sow7k53m 118 6 2,208 2,208 CD cord-016842-sow7k53m 118 7 schools school NNS cord-016842-sow7k53m 118 8 were be VBD cord-016842-sow7k53m 118 9 temporarily temporarily RB cord-016842-sow7k53m 118 10 closed close VBN cord-016842-sow7k53m 118 11 , , , cord-016842-sow7k53m 118 12 and and CC cord-016842-sow7k53m 118 13 16,693 16,693 CD cord-016842-sow7k53m 118 14 people people NNS cord-016842-sow7k53m 118 15 were be VBD cord-016842-sow7k53m 118 16 quarantined quarantine VBN cord-016842-sow7k53m 118 17 . . . cord-016842-sow7k53m 119 1 MERS MERS NNP cord-016842-sow7k53m 119 2 was be VBD cord-016842-sow7k53m 119 3 the the DT cord-016842-sow7k53m 119 4 most most RBS cord-016842-sow7k53m 119 5 sensational sensational JJ cord-016842-sow7k53m 119 6 news news NN cord-016842-sow7k53m 119 7 event event NN cord-016842-sow7k53m 119 8 in in IN cord-016842-sow7k53m 119 9 South South NNP cord-016842-sow7k53m 119 10 Korea Korea NNP cord-016842-sow7k53m 119 11 in in IN cord-016842-sow7k53m 119 12 2015 2015 CD cord-016842-sow7k53m 119 13 . . . cord-016842-sow7k53m 120 1 We -PRON- PRP cord-016842-sow7k53m 120 2 extract extract VBP cord-016842-sow7k53m 120 3 news news NN cord-016842-sow7k53m 120 4 items item NNS cord-016842-sow7k53m 120 5 whose whose WP$ cord-016842-sow7k53m 120 6 title title NN cord-016842-sow7k53m 120 7 contained contain VBD cord-016842-sow7k53m 120 8 the the DT cord-016842-sow7k53m 120 9 word word NN cord-016842-sow7k53m 120 10 " " `` cord-016842-sow7k53m 120 11 MERS MERS NNP cord-016842-sow7k53m 120 12 " " '' cord-016842-sow7k53m 120 13 , , , cord-016842-sow7k53m 120 14 which which WDT cord-016842-sow7k53m 120 15 results result VBZ cord-016842-sow7k53m 120 16 in in IN cord-016842-sow7k53m 120 17 961 961 CD cord-016842-sow7k53m 120 18 news news NN cord-016842-sow7k53m 120 19 items item NNS cord-016842-sow7k53m 120 20 . . . cord-016842-sow7k53m 121 1 By by IN cord-016842-sow7k53m 121 2 including include VBG cord-016842-sow7k53m 121 3 more more JJR cord-016842-sow7k53m 121 4 keywords keyword NNS cord-016842-sow7k53m 121 5 , , , cord-016842-sow7k53m 121 6 we -PRON- PRP cord-016842-sow7k53m 121 7 may may MD cord-016842-sow7k53m 121 8 be be VB cord-016842-sow7k53m 121 9 able able JJ cord-016842-sow7k53m 121 10 to to TO cord-016842-sow7k53m 121 11 extract extract VB cord-016842-sow7k53m 121 12 more more JJR cord-016842-sow7k53m 121 13 news news NN cord-016842-sow7k53m 121 14 items item NNS cord-016842-sow7k53m 121 15 . . . cord-016842-sow7k53m 122 1 However however RB cord-016842-sow7k53m 122 2 , , , cord-016842-sow7k53m 122 3 we -PRON- PRP cord-016842-sow7k53m 122 4 use use VBP cord-016842-sow7k53m 122 5 a a DT cord-016842-sow7k53m 122 6 single single JJ cord-016842-sow7k53m 122 7 word word NN cord-016842-sow7k53m 122 8 to to TO cord-016842-sow7k53m 122 9 be be VB cord-016842-sow7k53m 122 10 sure sure JJ cord-016842-sow7k53m 122 11 that that IN cord-016842-sow7k53m 122 12 all all PDT cord-016842-sow7k53m 122 13 the the DT cord-016842-sow7k53m 122 14 retrieved retrieve VBN cord-016842-sow7k53m 122 15 news news NN cord-016842-sow7k53m 122 16 items item NNS cord-016842-sow7k53m 122 17 are be VBP cord-016842-sow7k53m 122 18 relevant relevant JJ cord-016842-sow7k53m 122 19 to to IN cord-016842-sow7k53m 122 20 the the DT cord-016842-sow7k53m 122 21 news news NN cord-016842-sow7k53m 122 22 event event NN cord-016842-sow7k53m 122 23 . . . cord-016842-sow7k53m 123 1 We -PRON- PRP cord-016842-sow7k53m 123 2 find find VBP cord-016842-sow7k53m 123 3 that that IN cord-016842-sow7k53m 123 4 97 97 CD cord-016842-sow7k53m 123 5 % % NN cord-016842-sow7k53m 123 6 of of IN cord-016842-sow7k53m 123 7 news news NN cord-016842-sow7k53m 123 8 items item NNS cord-016842-sow7k53m 123 9 about about IN cord-016842-sow7k53m 123 10 the the DT cord-016842-sow7k53m 123 11 MERS MERS NNP cord-016842-sow7k53m 123 12 outbreak outbreak NN cord-016842-sow7k53m 123 13 ( ( -LRB- cord-016842-sow7k53m 123 14 929 929 CD cord-016842-sow7k53m 123 15 out out IN cord-016842-sow7k53m 123 16 of of IN cord-016842-sow7k53m 123 17 961 961 CD cord-016842-sow7k53m 123 18 news news NN cord-016842-sow7k53m 123 19 items item NNS cord-016842-sow7k53m 123 20 ) ) -RRB- cord-016842-sow7k53m 123 21 overlap overlap VBP cord-016842-sow7k53m 123 22 with with IN cord-016842-sow7k53m 123 23 those those DT cord-016842-sow7k53m 123 24 by by IN cord-016842-sow7k53m 123 25 the the DT cord-016842-sow7k53m 123 26 topic topic NN cord-016842-sow7k53m 123 27 modeling model VBG cord-016842-sow7k53m 123 28 based base VBN cord-016842-sow7k53m 123 29 method method NN cord-016842-sow7k53m 123 30 . . . cord-016842-sow7k53m 124 1 Then then RB cord-016842-sow7k53m 124 2 , , , cord-016842-sow7k53m 124 3 to to TO cord-016842-sow7k53m 124 4 examine examine VB cord-016842-sow7k53m 124 5 the the DT cord-016842-sow7k53m 124 6 relevance relevance NN cord-016842-sow7k53m 124 7 of of IN cord-016842-sow7k53m 124 8 those those DT cord-016842-sow7k53m 124 9 articles article NNS cord-016842-sow7k53m 124 10 without without IN cord-016842-sow7k53m 124 11 the the DT cord-016842-sow7k53m 124 12 word word NN cord-016842-sow7k53m 124 13 " " `` cord-016842-sow7k53m 124 14 MERS MERS NNP cord-016842-sow7k53m 124 15 , , , cord-016842-sow7k53m 124 16 " " '' cord-016842-sow7k53m 124 17 we -PRON- PRP cord-016842-sow7k53m 124 18 randomly randomly RB cord-016842-sow7k53m 124 19 select select VBP cord-016842-sow7k53m 124 20 100 100 CD cord-016842-sow7k53m 124 21 articles article NNS cord-016842-sow7k53m 124 22 that that WDT cord-016842-sow7k53m 124 23 do do VBP cord-016842-sow7k53m 124 24 not not RB cord-016842-sow7k53m 124 25 explicitly explicitly RB cord-016842-sow7k53m 124 26 include include VB cord-016842-sow7k53m 124 27 the the DT cord-016842-sow7k53m 124 28 word word NN cord-016842-sow7k53m 124 29 " " `` cord-016842-sow7k53m 124 30 MERS MERS NNP cord-016842-sow7k53m 124 31 " " '' cord-016842-sow7k53m 124 32 and and CC cord-016842-sow7k53m 124 33 examine examine VB cord-016842-sow7k53m 124 34 what what WP cord-016842-sow7k53m 124 35 they -PRON- PRP cord-016842-sow7k53m 124 36 are be VBP cord-016842-sow7k53m 124 37 about about IN cord-016842-sow7k53m 124 38 . . . cord-016842-sow7k53m 125 1 We -PRON- PRP cord-016842-sow7k53m 125 2 find find VBP cord-016842-sow7k53m 125 3 that that IN cord-016842-sow7k53m 125 4 all all DT cord-016842-sow7k53m 125 5 are be VBP cord-016842-sow7k53m 125 6 relevant relevant JJ cord-016842-sow7k53m 125 7 to to IN cord-016842-sow7k53m 125 8 the the DT cord-016842-sow7k53m 125 9 MERS MERS NNPS cord-016842-sow7k53m 125 10 . . . cord-016842-sow7k53m 126 1 This this DT cord-016842-sow7k53m 126 2 indicates indicate VBZ cord-016842-sow7k53m 126 3 that that IN cord-016842-sow7k53m 126 4 our -PRON- PRP$ cord-016842-sow7k53m 126 5 method method NN cord-016842-sow7k53m 126 6 can can MD cord-016842-sow7k53m 126 7 extract extract VB cord-016842-sow7k53m 126 8 news news NN cord-016842-sow7k53m 126 9 items item NNS cord-016842-sow7k53m 126 10 even even RB cord-016842-sow7k53m 126 11 when when WRB cord-016842-sow7k53m 126 12 the the DT cord-016842-sow7k53m 126 13 title title NN cord-016842-sow7k53m 126 14 of of IN cord-016842-sow7k53m 126 15 news news NN cord-016842-sow7k53m 126 16 does do VBZ cord-016842-sow7k53m 126 17 not not RB cord-016842-sow7k53m 126 18 include include VB cord-016842-sow7k53m 126 19 a a DT cord-016842-sow7k53m 126 20 key key JJ cord-016842-sow7k53m 126 21 topic topic NN cord-016842-sow7k53m 126 22 word word NN cord-016842-sow7k53m 126 23 . . . cord-016842-sow7k53m 127 1 However however RB cord-016842-sow7k53m 127 2 , , , cord-016842-sow7k53m 127 3 a a DT cord-016842-sow7k53m 127 4 set set NN cord-016842-sow7k53m 127 5 of of IN cord-016842-sow7k53m 127 6 topic topic NN cord-016842-sow7k53m 127 7 words word NNS cord-016842-sow7k53m 127 8 ( ( -LRB- cord-016842-sow7k53m 127 9 not not RB cord-016842-sow7k53m 127 10 one one CD cord-016842-sow7k53m 127 11 word word NN cord-016842-sow7k53m 127 12 ) ) -RRB- cord-016842-sow7k53m 127 13 will will MD cord-016842-sow7k53m 127 14 also also RB cord-016842-sow7k53m 127 15 be be VB cord-016842-sow7k53m 127 16 able able JJ cord-016842-sow7k53m 127 17 to to TO cord-016842-sow7k53m 127 18 retrieve retrieve VB cord-016842-sow7k53m 127 19 all all DT cord-016842-sow7k53m 127 20 relevant relevant JJ cord-016842-sow7k53m 127 21 news news NN cord-016842-sow7k53m 127 22 items item NNS cord-016842-sow7k53m 127 23 . . . cord-016842-sow7k53m 128 1 Once once IN cord-016842-sow7k53m 128 2 we -PRON- PRP cord-016842-sow7k53m 128 3 have have VBP cord-016842-sow7k53m 128 4 a a DT cord-016842-sow7k53m 128 5 set set NN cord-016842-sow7k53m 128 6 of of IN cord-016842-sow7k53m 128 7 news news NN cord-016842-sow7k53m 128 8 articles article NNS cord-016842-sow7k53m 128 9 on on IN cord-016842-sow7k53m 128 10 a a DT cord-016842-sow7k53m 128 11 certain certain JJ cord-016842-sow7k53m 128 12 topic topic NN cord-016842-sow7k53m 128 13 , , , cord-016842-sow7k53m 128 14 we -PRON- PRP cord-016842-sow7k53m 128 15 further further RB cord-016842-sow7k53m 128 16 need need VBP cord-016842-sow7k53m 128 17 to to TO cord-016842-sow7k53m 128 18 group group VB cord-016842-sow7k53m 128 19 them -PRON- PRP cord-016842-sow7k53m 128 20 by by IN cord-016842-sow7k53m 128 21 subtopic subtopic NN cord-016842-sow7k53m 128 22 . . . cord-016842-sow7k53m 129 1 To to IN cord-016842-sow7k53m 129 2 this this DT cord-016842-sow7k53m 129 3 end end NN cord-016842-sow7k53m 129 4 , , , cord-016842-sow7k53m 129 5 we -PRON- PRP cord-016842-sow7k53m 129 6 train train VBP cord-016842-sow7k53m 129 7 our -PRON- PRP$ cord-016842-sow7k53m 129 8 data datum NNS cord-016842-sow7k53m 129 9 to to TO cord-016842-sow7k53m 129 10 represent represent VB cord-016842-sow7k53m 129 11 each each DT cord-016842-sow7k53m 129 12 news news NN cord-016842-sow7k53m 129 13 item item NN cord-016842-sow7k53m 129 14 on on IN cord-016842-sow7k53m 129 15 a a DT cord-016842-sow7k53m 129 16 vector vector NN cord-016842-sow7k53m 129 17 space space NN cord-016842-sow7k53m 129 18 and and CC cord-016842-sow7k53m 129 19 then then RB cord-016842-sow7k53m 129 20 cluster cluster NN cord-016842-sow7k53m 129 21 news news NN cord-016842-sow7k53m 129 22 items item NNS cord-016842-sow7k53m 129 23 . . . cord-016842-sow7k53m 130 1 Semantic semantic JJ cord-016842-sow7k53m 130 2 vector vector NN cord-016842-sow7k53m 130 3 space space NN cord-016842-sow7k53m 130 4 models model NNS cord-016842-sow7k53m 130 5 of of IN cord-016842-sow7k53m 130 6 language language NN cord-016842-sow7k53m 130 7 represent represent VBP cord-016842-sow7k53m 130 8 each each DT cord-016842-sow7k53m 130 9 word word NN cord-016842-sow7k53m 130 10 with with IN cord-016842-sow7k53m 130 11 a a DT cord-016842-sow7k53m 130 12 real real RB cord-016842-sow7k53m 130 13 - - HYPH cord-016842-sow7k53m 130 14 valued value VBN cord-016842-sow7k53m 130 15 vector vector NN cord-016842-sow7k53m 130 16 . . . cord-016842-sow7k53m 131 1 Firstly firstly RB cord-016842-sow7k53m 131 2 introduced introduce VBN cord-016842-sow7k53m 131 3 by by IN cord-016842-sow7k53m 131 4 Hinton Hinton NNP cord-016842-sow7k53m 131 5 [ [ -LRB- cord-016842-sow7k53m 131 6 22 22 CD cord-016842-sow7k53m 131 7 ] ] -RRB- cord-016842-sow7k53m 131 8 , , , cord-016842-sow7k53m 131 9 the the DT cord-016842-sow7k53m 131 10 methods method NNS cord-016842-sow7k53m 131 11 have have VBP cord-016842-sow7k53m 131 12 been be VBN cord-016842-sow7k53m 131 13 extended extend VBN cord-016842-sow7k53m 131 14 using use VBG cord-016842-sow7k53m 131 15 neural neural JJ cord-016842-sow7k53m 131 16 network network NN cord-016842-sow7k53m 131 17 [ [ -LRB- cord-016842-sow7k53m 131 18 9 9 CD cord-016842-sow7k53m 131 19 , , , cord-016842-sow7k53m 131 20 45 45 CD cord-016842-sow7k53m 131 21 ] ] -RRB- cord-016842-sow7k53m 131 22 and and CC cord-016842-sow7k53m 131 23 applied apply VBD cord-016842-sow7k53m 131 24 for for IN cord-016842-sow7k53m 131 25 the the DT cord-016842-sow7k53m 131 26 practical practical JJ cord-016842-sow7k53m 131 27 uses use NNS cord-016842-sow7k53m 131 28 . . . cord-016842-sow7k53m 132 1 In in IN cord-016842-sow7k53m 132 2 recent recent JJ cord-016842-sow7k53m 132 3 years year NNS cord-016842-sow7k53m 132 4 , , , cord-016842-sow7k53m 132 5 Milkolvo Milkolvo NNP cord-016842-sow7k53m 132 6 's 's POS cord-016842-sow7k53m 132 7 skip skip NN cord-016842-sow7k53m 132 8 - - HYPH cord-016842-sow7k53m 132 9 gram gram NN cord-016842-sow7k53m 132 10 and and CC cord-016842-sow7k53m 132 11 distributed distribute VBN cord-016842-sow7k53m 132 12 bag bag NN cord-016842-sow7k53m 132 13 - - HYPH cord-016842-sow7k53m 132 14 of of IN cord-016842-sow7k53m 132 15 - - HYPH cord-016842-sow7k53m 132 16 word word NN cord-016842-sow7k53m 132 17 ( ( -LRB- cord-016842-sow7k53m 132 18 DBOW DBOW NNP cord-016842-sow7k53m 132 19 ) ) -RRB- cord-016842-sow7k53m 132 20 models model NNS cord-016842-sow7k53m 132 21 [ [ -LRB- cord-016842-sow7k53m 132 22 34 34 CD cord-016842-sow7k53m 132 23 ] ] -RRB- cord-016842-sow7k53m 132 24 are be VBP cord-016842-sow7k53m 132 25 popularly popularly RB cord-016842-sow7k53m 132 26 used use VBN cord-016842-sow7k53m 132 27 for for IN cord-016842-sow7k53m 132 28 learning learn VBG cord-016842-sow7k53m 132 29 vector vector NN cord-016842-sow7k53m 132 30 representation representation NN cord-016842-sow7k53m 132 31 of of IN cord-016842-sow7k53m 132 32 words word NNS cord-016842-sow7k53m 132 33 and and CC cord-016842-sow7k53m 132 34 documents document NNS cord-016842-sow7k53m 132 35 due due JJ cord-016842-sow7k53m 132 36 to to IN cord-016842-sow7k53m 132 37 its -PRON- PRP$ cord-016842-sow7k53m 132 38 computational computational JJ cord-016842-sow7k53m 132 39 efficiency efficiency NN cord-016842-sow7k53m 132 40 . . . cord-016842-sow7k53m 133 1 In in IN cord-016842-sow7k53m 133 2 the the DT cord-016842-sow7k53m 133 3 skip skip NN cord-016842-sow7k53m 133 4 - - HYPH cord-016842-sow7k53m 133 5 gram gram NN cord-016842-sow7k53m 133 6 model model NN cord-016842-sow7k53m 133 7 , , , cord-016842-sow7k53m 133 8 the the DT cord-016842-sow7k53m 133 9 objective objective NN cord-016842-sow7k53m 133 10 is be VBZ cord-016842-sow7k53m 133 11 to to TO cord-016842-sow7k53m 133 12 predict predict VB cord-016842-sow7k53m 133 13 a a DT cord-016842-sow7k53m 133 14 word word NN cord-016842-sow7k53m 133 15 's 's POS cord-016842-sow7k53m 133 16 context context NN cord-016842-sow7k53m 133 17 given give VBN cord-016842-sow7k53m 133 18 the the DT cord-016842-sow7k53m 133 19 word word NN cord-016842-sow7k53m 133 20 itself -PRON- PRP cord-016842-sow7k53m 133 21 , , , cord-016842-sow7k53m 133 22 whereas whereas IN cord-016842-sow7k53m 133 23 the the DT cord-016842-sow7k53m 133 24 objective objective NN cord-016842-sow7k53m 133 25 in in IN cord-016842-sow7k53m 133 26 the the DT cord-016842-sow7k53m 133 27 DBOW DBOW NNP cord-016842-sow7k53m 133 28 model model NN cord-016842-sow7k53m 133 29 is be VBZ cord-016842-sow7k53m 133 30 to to TO cord-016842-sow7k53m 133 31 predict predict VB cord-016842-sow7k53m 133 32 a a DT cord-016842-sow7k53m 133 33 word word NN cord-016842-sow7k53m 133 34 given give VBN cord-016842-sow7k53m 133 35 its -PRON- PRP$ cord-016842-sow7k53m 133 36 context context NN cord-016842-sow7k53m 133 37 . . . cord-016842-sow7k53m 134 1 More more RBR cord-016842-sow7k53m 134 2 recently recently RB cord-016842-sow7k53m 134 3 , , , cord-016842-sow7k53m 134 4 the the DT cord-016842-sow7k53m 134 5 concept concept NN cord-016842-sow7k53m 134 6 of of IN cord-016842-sow7k53m 134 7 embeddings embedding NNS cord-016842-sow7k53m 134 8 has have VBZ cord-016842-sow7k53m 134 9 been be VBN cord-016842-sow7k53m 134 10 extended extend VBN cord-016842-sow7k53m 134 11 beyond beyond IN cord-016842-sow7k53m 134 12 words word NNS cord-016842-sow7k53m 134 13 to to IN cord-016842-sow7k53m 134 14 a a DT cord-016842-sow7k53m 134 15 number number NN cord-016842-sow7k53m 134 16 of of IN cord-016842-sow7k53m 134 17 text text NN cord-016842-sow7k53m 134 18 segments segment NNS cord-016842-sow7k53m 134 19 , , , cord-016842-sow7k53m 134 20 including include VBG cord-016842-sow7k53m 134 21 phrases phrase NNS cord-016842-sow7k53m 134 22 [ [ -LRB- cord-016842-sow7k53m 134 23 35 35 CD cord-016842-sow7k53m 134 24 ] ] -RRB- cord-016842-sow7k53m 134 25 , , , cord-016842-sow7k53m 134 26 sentences sentence NNS cord-016842-sow7k53m 134 27 and and CC cord-016842-sow7k53m 134 28 paragraphs paragraph NNS cord-016842-sow7k53m 134 29 [ [ -LRB- cord-016842-sow7k53m 134 30 27 27 CD cord-016842-sow7k53m 134 31 ] ] -RRB- cord-016842-sow7k53m 134 32 , , , cord-016842-sow7k53m 134 33 and and CC cord-016842-sow7k53m 134 34 documents document NNS cord-016842-sow7k53m 134 35 . . . cord-016842-sow7k53m 135 1 Adopting adopt VBG cord-016842-sow7k53m 135 2 the the DT cord-016842-sow7k53m 135 3 document document NN cord-016842-sow7k53m 135 4 representation representation NN cord-016842-sow7k53m 135 5 method method NN cord-016842-sow7k53m 135 6 , , , cord-016842-sow7k53m 135 7 we -PRON- PRP cord-016842-sow7k53m 135 8 learn learn VBP cord-016842-sow7k53m 135 9 distributed distribute VBN cord-016842-sow7k53m 135 10 representations representation NNS cord-016842-sow7k53m 135 11 of of IN cord-016842-sow7k53m 135 12 news news NN cord-016842-sow7k53m 135 13 items item NNS cord-016842-sow7k53m 135 14 in in IN cord-016842-sow7k53m 135 15 our -PRON- PRP$ cord-016842-sow7k53m 135 16 Daum Daum NNP cord-016842-sow7k53m 135 17 news news NN cord-016842-sow7k53m 135 18 collection collection NN cord-016842-sow7k53m 135 19 . . . cord-016842-sow7k53m 136 1 Each each DT cord-016842-sow7k53m 136 2 of of IN cord-016842-sow7k53m 136 3 news news NN cord-016842-sow7k53m 136 4 items item NNS cord-016842-sow7k53m 136 5 is be VBZ cord-016842-sow7k53m 136 6 represented represent VBN cord-016842-sow7k53m 136 7 as as IN cord-016842-sow7k53m 136 8 low low JJ cord-016842-sow7k53m 136 9 - - HYPH cord-016842-sow7k53m 136 10 dimensional dimensional JJ cord-016842-sow7k53m 136 11 vectors vector NNS cord-016842-sow7k53m 136 12 and and CC cord-016842-sow7k53m 136 13 are be VBP cord-016842-sow7k53m 136 14 jointly jointly RB cord-016842-sow7k53m 136 15 learned learn VBN cord-016842-sow7k53m 136 16 with with IN cord-016842-sow7k53m 136 17 distributed distribute VBN cord-016842-sow7k53m 136 18 vector vector NN cord-016842-sow7k53m 136 19 representations representation NNS cord-016842-sow7k53m 136 20 of of IN cord-016842-sow7k53m 136 21 words word NNS cord-016842-sow7k53m 136 22 using use VBG cord-016842-sow7k53m 136 23 a a DT cord-016842-sow7k53m 136 24 DBOW DBOW NNP cord-016842-sow7k53m 136 25 model model NN cord-016842-sow7k53m 136 26 explained explain VBD cord-016842-sow7k53m 136 27 in in IN cord-016842-sow7k53m 136 28 [ [ -LRB- cord-016842-sow7k53m 136 29 27 27 CD cord-016842-sow7k53m 136 30 ] ] -RRB- cord-016842-sow7k53m 136 31 . . . cord-016842-sow7k53m 137 1 In in IN cord-016842-sow7k53m 137 2 this this DT cord-016842-sow7k53m 137 3 vector vector NN cord-016842-sow7k53m 137 4 space space NN cord-016842-sow7k53m 137 5 , , , cord-016842-sow7k53m 137 6 two two CD cord-016842-sow7k53m 137 7 news news NN cord-016842-sow7k53m 137 8 items item NNS cord-016842-sow7k53m 137 9 of of IN cord-016842-sow7k53m 137 10 semantically semantically RB cord-016842-sow7k53m 137 11 similar similar JJ cord-016842-sow7k53m 137 12 meaning meaning NN cord-016842-sow7k53m 137 13 are be VBP cord-016842-sow7k53m 137 14 located locate VBN cord-016842-sow7k53m 137 15 nearby nearby RB cord-016842-sow7k53m 137 16 . . . cord-016842-sow7k53m 138 1 In in IN cord-016842-sow7k53m 138 2 our -PRON- PRP$ cord-016842-sow7k53m 138 3 news news NN cord-016842-sow7k53m 138 4 embeddings embedding NNS cord-016842-sow7k53m 138 5 ( ( -LRB- cord-016842-sow7k53m 138 6 henceforth henceforth RB cord-016842-sow7k53m 138 7 News2Vec News2Vec NNP cord-016842-sow7k53m 138 8 ) ) -RRB- cord-016842-sow7k53m 138 9 , , , cord-016842-sow7k53m 138 10 every every DT cord-016842-sow7k53m 138 11 news news NN cord-016842-sow7k53m 138 12 item item NN cord-016842-sow7k53m 138 13 is be VBZ cord-016842-sow7k53m 138 14 mapped map VBN cord-016842-sow7k53m 138 15 to to IN cord-016842-sow7k53m 138 16 a a DT cord-016842-sow7k53m 138 17 unique unique JJ cord-016842-sow7k53m 138 18 vector vector NN cord-016842-sow7k53m 138 19 in in IN cord-016842-sow7k53m 138 20 a a DT cord-016842-sow7k53m 138 21 matrix matrix NN cord-016842-sow7k53m 138 22 that that WDT cord-016842-sow7k53m 138 23 represents represent VBZ cord-016842-sow7k53m 138 24 news news NN cord-016842-sow7k53m 138 25 items item NNS cord-016842-sow7k53m 138 26 , , , cord-016842-sow7k53m 138 27 and and CC cord-016842-sow7k53m 138 28 every every DT cord-016842-sow7k53m 138 29 word word NN cord-016842-sow7k53m 138 30 is be VBZ cord-016842-sow7k53m 138 31 mapped map VBN cord-016842-sow7k53m 138 32 to to IN cord-016842-sow7k53m 138 33 a a DT cord-016842-sow7k53m 138 34 unique unique JJ cord-016842-sow7k53m 138 35 vector vector NN cord-016842-sow7k53m 138 36 in in IN cord-016842-sow7k53m 138 37 a a DT cord-016842-sow7k53m 138 38 matrix matrix NN cord-016842-sow7k53m 138 39 that that WDT cord-016842-sow7k53m 138 40 represents represent VBZ cord-016842-sow7k53m 138 41 words word NNS cord-016842-sow7k53m 138 42 . . . cord-016842-sow7k53m 139 1 We -PRON- PRP cord-016842-sow7k53m 139 2 denote denote VBP cord-016842-sow7k53m 139 3 by by IN cord-016842-sow7k53m 139 4 N2V N2V NNP cord-016842-sow7k53m 139 5 the the DT cord-016842-sow7k53m 139 6 s s NNP cord-016842-sow7k53m 139 7 × × NN cord-016842-sow7k53m 139 8 f f NNP cord-016842-sow7k53m 139 9 matrix matrix NNP cord-016842-sow7k53m 139 10 of of IN cord-016842-sow7k53m 139 11 s s NNP cord-016842-sow7k53m 139 12 which which WDT cord-016842-sow7k53m 139 13 is be VBZ cord-016842-sow7k53m 139 14 the the DT cord-016842-sow7k53m 139 15 sum sum NN cord-016842-sow7k53m 139 16 of of IN cord-016842-sow7k53m 139 17 n n NNP cord-016842-sow7k53m 139 18 news news NN cord-016842-sow7k53m 139 19 items item NNS cord-016842-sow7k53m 139 20 ( ( -LRB- cord-016842-sow7k53m 139 21 N N NNP cord-016842-sow7k53m 139 22 1 1 CD cord-016842-sow7k53m 139 23 , , , cord-016842-sow7k53m 139 24 N n CD cord-016842-sow7k53m 139 25 2 2 CD cord-016842-sow7k53m 139 26 , , , cord-016842-sow7k53m 139 27 . . . cord-016842-sow7k53m 139 28 . . . cord-016842-sow7k53m 139 29 . . . cord-016842-sow7k53m 140 1 , , , cord-016842-sow7k53m 140 2 N N NNP cord-016842-sow7k53m 140 3 n n NNP cord-016842-sow7k53m 140 4 ) ) -RRB- cord-016842-sow7k53m 140 5 and and CC cord-016842-sow7k53m 140 6 f f NNP cord-016842-sow7k53m 140 7 dimensions dimension NNS cord-016842-sow7k53m 140 8 ( ( -LRB- cord-016842-sow7k53m 140 9 F F NNP cord-016842-sow7k53m 140 10 1 1 CD cord-016842-sow7k53m 140 11 , , , cord-016842-sow7k53m 140 12 F F NNP cord-016842-sow7k53m 140 13 2 2 CD cord-016842-sow7k53m 140 14 , , , cord-016842-sow7k53m 140 15 . . . cord-016842-sow7k53m 140 16 . . . cord-016842-sow7k53m 140 17 . . . cord-016842-sow7k53m 141 1 , , , cord-016842-sow7k53m 141 2 F F NNP cord-016842-sow7k53m 141 3 f f NNP cord-016842-sow7k53m 141 4 ) ) -RRB- cord-016842-sow7k53m 141 5 . . . cord-016842-sow7k53m 142 1 A a DT cord-016842-sow7k53m 142 2 great great JJ cord-016842-sow7k53m 142 3 advantage advantage NN cord-016842-sow7k53m 142 4 of of IN cord-016842-sow7k53m 142 5 learning learn VBG cord-016842-sow7k53m 142 6 distributed distribute VBN cord-016842-sow7k53m 142 7 representation representation NN cord-016842-sow7k53m 142 8 vectors vector NNS cord-016842-sow7k53m 142 9 for for IN cord-016842-sow7k53m 142 10 news news NN cord-016842-sow7k53m 142 11 in in IN cord-016842-sow7k53m 142 12 this this DT cord-016842-sow7k53m 142 13 way way NN cord-016842-sow7k53m 142 14 is be VBZ cord-016842-sow7k53m 142 15 that that IN cord-016842-sow7k53m 142 16 the the DT cord-016842-sow7k53m 142 17 algorithm algorithm NN cord-016842-sow7k53m 142 18 is be VBZ cord-016842-sow7k53m 142 19 not not RB cord-016842-sow7k53m 142 20 sensitive sensitive JJ cord-016842-sow7k53m 142 21 to to IN cord-016842-sow7k53m 142 22 news news NN cord-016842-sow7k53m 142 23 item item NN cord-016842-sow7k53m 142 24 length length NN cord-016842-sow7k53m 142 25 and and CC cord-016842-sow7k53m 142 26 does do VBZ cord-016842-sow7k53m 142 27 not not RB cord-016842-sow7k53m 142 28 require require VB cord-016842-sow7k53m 142 29 specific specific JJ cord-016842-sow7k53m 142 30 tuning tuning NN cord-016842-sow7k53m 142 31 for for IN cord-016842-sow7k53m 142 32 word word NN cord-016842-sow7k53m 142 33 weights weight NNS cord-016842-sow7k53m 142 34 . . . cord-016842-sow7k53m 143 1 The the DT cord-016842-sow7k53m 143 2 row row NN cord-016842-sow7k53m 143 3 of of IN cord-016842-sow7k53m 143 4 the the DT cord-016842-sow7k53m 143 5 matrix matrix NN cord-016842-sow7k53m 143 6 N2V n2v NN cord-016842-sow7k53m 143 7 , , , cord-016842-sow7k53m 143 8 N N NNP cord-016842-sow7k53m 143 9 i i NNP cord-016842-sow7k53m 143 10 , , , cord-016842-sow7k53m 143 11 is be VBZ cord-016842-sow7k53m 143 12 a a DT cord-016842-sow7k53m 143 13 vector vector NN cord-016842-sow7k53m 143 14 of of IN cord-016842-sow7k53m 143 15 f f NNP cord-016842-sow7k53m 143 16 dimensions dimension NNS cord-016842-sow7k53m 143 17 representing represent VBG cord-016842-sow7k53m 143 18 the the DT cord-016842-sow7k53m 143 19 i i NNP cord-016842-sow7k53m 143 20 - - HYPH cord-016842-sow7k53m 143 21 th th RP cord-016842-sow7k53m 143 22 news news NN cord-016842-sow7k53m 143 23 item item NN cord-016842-sow7k53m 143 24 . . . cord-016842-sow7k53m 144 1 The the DT cord-016842-sow7k53m 144 2 dimension dimension NN cord-016842-sow7k53m 144 3 of of IN cord-016842-sow7k53m 144 4 vector vector NN cord-016842-sow7k53m 144 5 f f NNP cord-016842-sow7k53m 144 6 is be VBZ cord-016842-sow7k53m 144 7 set set VBN cord-016842-sow7k53m 144 8 to to IN cord-016842-sow7k53m 144 9 200 200 CD cord-016842-sow7k53m 144 10 , , , cord-016842-sow7k53m 144 11 and and CC cord-016842-sow7k53m 144 12 the the DT cord-016842-sow7k53m 144 13 model model NN cord-016842-sow7k53m 144 14 is be VBZ cord-016842-sow7k53m 144 15 trained train VBN cord-016842-sow7k53m 144 16 with with IN cord-016842-sow7k53m 144 17 40 40 CD cord-016842-sow7k53m 144 18 epochs epoch NNS cord-016842-sow7k53m 144 19 . . . cord-016842-sow7k53m 145 1 Once once IN cord-016842-sow7k53m 145 2 we -PRON- PRP cord-016842-sow7k53m 145 3 have have VBP cord-016842-sow7k53m 145 4 News2Vec News2Vec NNP cord-016842-sow7k53m 145 5 , , , cord-016842-sow7k53m 145 6 we -PRON- PRP cord-016842-sow7k53m 145 7 apply apply VBP cord-016842-sow7k53m 145 8 the the DT cord-016842-sow7k53m 145 9 hierarchical hierarchical JJ cord-016842-sow7k53m 145 10 clustering clustering NN cord-016842-sow7k53m 145 11 method method NN cord-016842-sow7k53m 145 12 using use VBG cord-016842-sow7k53m 145 13 Ward Ward NNP cord-016842-sow7k53m 145 14 's 's POS cord-016842-sow7k53m 145 15 method method NN cord-016842-sow7k53m 145 16 [ [ -LRB- cord-016842-sow7k53m 145 17 43 43 CD cord-016842-sow7k53m 145 18 ] ] -RRB- cord-016842-sow7k53m 145 19 to to IN cord-016842-sow7k53m 145 20 this this DT cord-016842-sow7k53m 145 21 resulting result VBG cord-016842-sow7k53m 145 22 matrix matrix NN cord-016842-sow7k53m 145 23 to to IN cord-016842-sow7k53m 145 24 cluster cluster NN cord-016842-sow7k53m 145 25 news news NN cord-016842-sow7k53m 145 26 items item NNS cord-016842-sow7k53m 145 27 of of IN cord-016842-sow7k53m 145 28 the the DT cord-016842-sow7k53m 145 29 same same JJ cord-016842-sow7k53m 145 30 subtopic subtopic NN cord-016842-sow7k53m 145 31 . . . cord-016842-sow7k53m 146 1 The the DT cord-016842-sow7k53m 146 2 hierarchical hierarchical JJ cord-016842-sow7k53m 146 3 clustering clustering NN cord-016842-sow7k53m 146 4 method method NN cord-016842-sow7k53m 146 5 builds build VBZ cord-016842-sow7k53m 146 6 a a DT cord-016842-sow7k53m 146 7 dendrogram dendrogram NN cord-016842-sow7k53m 146 8 among among IN cord-016842-sow7k53m 146 9 entities entity NNS cord-016842-sow7k53m 146 10 . . . cord-016842-sow7k53m 147 1 Then then RB cord-016842-sow7k53m 147 2 , , , cord-016842-sow7k53m 147 3 one one PRP cord-016842-sow7k53m 147 4 can can MD cord-016842-sow7k53m 147 5 cluster cluster VB cord-016842-sow7k53m 147 6 entities entity NNS cord-016842-sow7k53m 147 7 based base VBN cord-016842-sow7k53m 147 8 on on IN cord-016842-sow7k53m 147 9 the the DT cord-016842-sow7k53m 147 10 dendrogram dendrogram NN cord-016842-sow7k53m 147 11 . . . cord-016842-sow7k53m 148 1 Its -PRON- PRP$ cord-016842-sow7k53m 148 2 main main JJ cord-016842-sow7k53m 148 3 advantage advantage NN cord-016842-sow7k53m 148 4 is be VBZ cord-016842-sow7k53m 148 5 that that IN cord-016842-sow7k53m 148 6 the the DT cord-016842-sow7k53m 148 7 dendrogram dendrogram NN cord-016842-sow7k53m 148 8 is be VBZ cord-016842-sow7k53m 148 9 computed compute VBN cord-016842-sow7k53m 148 10 only only RB cord-016842-sow7k53m 148 11 once once IN cord-016842-sow7k53m 148 12 regardless regardless RB cord-016842-sow7k53m 148 13 of of IN cord-016842-sow7k53m 148 14 the the DT cord-016842-sow7k53m 148 15 number number NN cord-016842-sow7k53m 148 16 of of IN cord-016842-sow7k53m 148 17 clusters cluster NNS cord-016842-sow7k53m 148 18 of of IN cord-016842-sow7k53m 148 19 interest interest NN cord-016842-sow7k53m 148 20 . . . cord-016842-sow7k53m 149 1 Once once IN cord-016842-sow7k53m 149 2 the the DT cord-016842-sow7k53m 149 3 dendrogram dendrogram NN cord-016842-sow7k53m 149 4 is be VBZ cord-016842-sow7k53m 149 5 built build VBN cord-016842-sow7k53m 149 6 , , , cord-016842-sow7k53m 149 7 we -PRON- PRP cord-016842-sow7k53m 149 8 can can MD cord-016842-sow7k53m 149 9 simply simply RB cord-016842-sow7k53m 149 10 choose choose VB cord-016842-sow7k53m 149 11 the the DT cord-016842-sow7k53m 149 12 number number NN cord-016842-sow7k53m 149 13 of of IN cord-016842-sow7k53m 149 14 clusters cluster NNS cord-016842-sow7k53m 149 15 ( ( -LRB- cord-016842-sow7k53m 149 16 k k NNP cord-016842-sow7k53m 149 17 ) ) -RRB- cord-016842-sow7k53m 149 18 of of IN cord-016842-sow7k53m 149 19 our -PRON- PRP$ cord-016842-sow7k53m 149 20 interest interest NN cord-016842-sow7k53m 149 21 . . . cord-016842-sow7k53m 150 1 Validation validation NN cord-016842-sow7k53m 150 2 for for IN cord-016842-sow7k53m 150 3 Subtopic Subtopic NNP cord-016842-sow7k53m 150 4 Categorization Categorization NNP cord-016842-sow7k53m 150 5 . . . cord-016842-sow7k53m 151 1 To to TO cord-016842-sow7k53m 151 2 evaluate evaluate VB cord-016842-sow7k53m 151 3 the the DT cord-016842-sow7k53m 151 4 News2Vec News2Vec NNP cord-016842-sow7k53m 151 5 based base VBN cord-016842-sow7k53m 151 6 subtopic subtopic NN cord-016842-sow7k53m 151 7 clustering clustering NN cord-016842-sow7k53m 151 8 method method NN cord-016842-sow7k53m 151 9 , , , cord-016842-sow7k53m 151 10 we -PRON- PRP cord-016842-sow7k53m 151 11 prepared prepare VBD cord-016842-sow7k53m 151 12 a a DT cord-016842-sow7k53m 151 13 corpus corpus NN cord-016842-sow7k53m 151 14 in in IN cord-016842-sow7k53m 151 15 which which WDT cord-016842-sow7k53m 151 16 each each DT cord-016842-sow7k53m 151 17 news news NN cord-016842-sow7k53m 151 18 item item NN cord-016842-sow7k53m 151 19 is be VBZ cord-016842-sow7k53m 151 20 labeled label VBN cord-016842-sow7k53m 151 21 by by IN cord-016842-sow7k53m 151 22 two two CD cord-016842-sow7k53m 151 23 authors author NNS cord-016842-sow7k53m 151 24 . . . cord-016842-sow7k53m 152 1 We -PRON- PRP cord-016842-sow7k53m 152 2 used use VBD cord-016842-sow7k53m 152 3 961 961 CD cord-016842-sow7k53m 152 4 news news NN cord-016842-sow7k53m 152 5 items item NNS cord-016842-sow7k53m 152 6 about about IN cord-016842-sow7k53m 152 7 MERS MERS NNP cord-016842-sow7k53m 152 8 extracted extract VBN cord-016842-sow7k53m 152 9 by by IN cord-016842-sow7k53m 152 10 the the DT cord-016842-sow7k53m 152 11 keyword keyword NN cord-016842-sow7k53m 152 12 - - HYPH cord-016842-sow7k53m 152 13 matching matching NN cord-016842-sow7k53m 152 14 method method NN cord-016842-sow7k53m 152 15 . . . cord-016842-sow7k53m 153 1 Then then RB cord-016842-sow7k53m 153 2 , , , cord-016842-sow7k53m 153 3 we -PRON- PRP cord-016842-sow7k53m 153 4 manually manually RB cord-016842-sow7k53m 153 5 classify classify VBP cord-016842-sow7k53m 153 6 news news NN cord-016842-sow7k53m 153 7 items item NNS cord-016842-sow7k53m 153 8 by by IN cord-016842-sow7k53m 153 9 subtopics subtopic NNS cord-016842-sow7k53m 153 10 . . . cord-016842-sow7k53m 154 1 We -PRON- PRP cord-016842-sow7k53m 154 2 conduct conduct VBP cord-016842-sow7k53m 154 3 a a DT cord-016842-sow7k53m 154 4 qualitative qualitative JJ cord-016842-sow7k53m 154 5 content content NN cord-016842-sow7k53m 154 6 analysis analysis NN cord-016842-sow7k53m 154 7 to to TO cord-016842-sow7k53m 154 8 develop develop VB cord-016842-sow7k53m 154 9 a a DT cord-016842-sow7k53m 154 10 taxonomy taxonomy NN cord-016842-sow7k53m 154 11 of of IN cord-016842-sow7k53m 154 12 subtopics subtopic NNS cord-016842-sow7k53m 154 13 for for IN cord-016842-sow7k53m 154 14 MERS MERS NNP cord-016842-sow7k53m 154 15 news news NNP cord-016842-sow7k53m 154 16 . . . cord-016842-sow7k53m 155 1 Following follow VBG cord-016842-sow7k53m 155 2 an an DT cord-016842-sow7k53m 155 3 open open JJ cord-016842-sow7k53m 155 4 - - HYPH cord-016842-sow7k53m 155 5 coding code VBG cord-016842-sow7k53m 155 6 method method NN cord-016842-sow7k53m 155 7 [ [ -LRB- cord-016842-sow7k53m 155 8 47 47 CD cord-016842-sow7k53m 155 9 ] ] -RRB- cord-016842-sow7k53m 155 10 , , , cord-016842-sow7k53m 155 11 we -PRON- PRP cord-016842-sow7k53m 155 12 identify identify VBP cord-016842-sow7k53m 155 13 the the DT cord-016842-sow7k53m 155 14 subtopics subtopic NNS cord-016842-sow7k53m 155 15 of of IN cord-016842-sow7k53m 155 16 MERS MERS NNP cord-016842-sow7k53m 155 17 news news NNP cord-016842-sow7k53m 155 18 in in IN cord-016842-sow7k53m 155 19 a a DT cord-016842-sow7k53m 155 20 two two CD cord-016842-sow7k53m 155 21 - - HYPH cord-016842-sow7k53m 155 22 phase phase NN cord-016842-sow7k53m 155 23 process process NN cord-016842-sow7k53m 155 24 . . . cord-016842-sow7k53m 156 1 We -PRON- PRP cord-016842-sow7k53m 156 2 first first RB cord-016842-sow7k53m 156 3 read read VBP cord-016842-sow7k53m 156 4 titles title NNS cord-016842-sow7k53m 156 5 and and CC cord-016842-sow7k53m 156 6 descriptions description NNS cord-016842-sow7k53m 156 7 of of IN cord-016842-sow7k53m 156 8 100 100 CD cord-016842-sow7k53m 156 9 news news NN cord-016842-sow7k53m 156 10 items item NNS cord-016842-sow7k53m 156 11 to to TO cord-016842-sow7k53m 156 12 develop develop VB cord-016842-sow7k53m 156 13 an an DT cord-016842-sow7k53m 156 14 initial initial JJ cord-016842-sow7k53m 156 15 coding coding NN cord-016842-sow7k53m 156 16 scheme scheme NN cord-016842-sow7k53m 156 17 and and CC cord-016842-sow7k53m 156 18 then then RB cord-016842-sow7k53m 156 19 used use VBD cord-016842-sow7k53m 156 20 an an DT cord-016842-sow7k53m 156 21 affinity affinity NN cord-016842-sow7k53m 156 22 diagramming diagramming NN cord-016842-sow7k53m 156 23 technique technique NN cord-016842-sow7k53m 156 24 [ [ -LRB- cord-016842-sow7k53m 156 25 10 10 CD cord-016842-sow7k53m 156 26 ] ] -RRB- cord-016842-sow7k53m 156 27 to to TO cord-016842-sow7k53m 156 28 iteratively iteratively RB cord-016842-sow7k53m 156 29 develop develop VB cord-016842-sow7k53m 156 30 a a DT cord-016842-sow7k53m 156 31 classification classification NN cord-016842-sow7k53m 156 32 scheme scheme NN cord-016842-sow7k53m 156 33 for for IN cord-016842-sow7k53m 156 34 subtopics subtopic NNS cord-016842-sow7k53m 156 35 until until IN cord-016842-sow7k53m 156 36 a a DT cord-016842-sow7k53m 156 37 new new JJ cord-016842-sow7k53m 156 38 subtopic subtopic NN cord-016842-sow7k53m 156 39 did do VBD cord-016842-sow7k53m 156 40 not not RB cord-016842-sow7k53m 156 41 emerge emerge VB cord-016842-sow7k53m 156 42 . . . cord-016842-sow7k53m 157 1 Table table NN cord-016842-sow7k53m 157 2 1 1 CD cord-016842-sow7k53m 157 3 lists list VBZ cord-016842-sow7k53m 157 4 the the DT cord-016842-sow7k53m 157 5 resulting result VBG cord-016842-sow7k53m 157 6 10 10 CD cord-016842-sow7k53m 157 7 subtopics subtopic NNS cord-016842-sow7k53m 157 8 . . . cord-016842-sow7k53m 158 1 The the DT cord-016842-sow7k53m 158 2 individual individual JJ cord-016842-sow7k53m 158 3 authors author NNS cord-016842-sow7k53m 158 4 manually manually RB cord-016842-sow7k53m 158 5 classified classify VBD cord-016842-sow7k53m 158 6 all all DT cord-016842-sow7k53m 158 7 news news NN cord-016842-sow7k53m 158 8 items item NNS cord-016842-sow7k53m 158 9 into into IN cord-016842-sow7k53m 158 10 one one CD cord-016842-sow7k53m 158 11 of of IN cord-016842-sow7k53m 158 12 the the DT cord-016842-sow7k53m 158 13 subtopic subtopic NN cord-016842-sow7k53m 158 14 categories category NNS cord-016842-sow7k53m 158 15 . . . cord-016842-sow7k53m 159 1 Using use VBG cord-016842-sow7k53m 159 2 the the DT cord-016842-sow7k53m 159 3 Delphi Delphi NNP cord-016842-sow7k53m 159 4 method method NN cord-016842-sow7k53m 159 5 [ [ -LRB- cord-016842-sow7k53m 159 6 30 30 CD cord-016842-sow7k53m 159 7 ] ] -RRB- cord-016842-sow7k53m 159 8 , , , cord-016842-sow7k53m 159 9 after after IN cord-016842-sow7k53m 159 10 each each DT cord-016842-sow7k53m 159 11 researcher researcher NN cord-016842-sow7k53m 159 12 independently independently RB cord-016842-sow7k53m 159 13 coded code VBD cord-016842-sow7k53m 159 14 the the DT cord-016842-sow7k53m 159 15 titles title NNS cord-016842-sow7k53m 159 16 , , , cord-016842-sow7k53m 159 17 we -PRON- PRP cord-016842-sow7k53m 159 18 then then RB cord-016842-sow7k53m 159 19 iteratively iteratively RB cord-016842-sow7k53m 159 20 compared compare VBD cord-016842-sow7k53m 159 21 and and CC cord-016842-sow7k53m 159 22 recoded recode VBD cord-016842-sow7k53m 159 23 the the DT cord-016842-sow7k53m 159 24 news news NN cord-016842-sow7k53m 159 25 items item NNS cord-016842-sow7k53m 159 26 as as RB cord-016842-sow7k53m 159 27 necessary necessary JJ cord-016842-sow7k53m 159 28 until until IN cord-016842-sow7k53m 159 29 we -PRON- PRP cord-016842-sow7k53m 159 30 came come VBD cord-016842-sow7k53m 159 31 to to IN cord-016842-sow7k53m 159 32 an an DT cord-016842-sow7k53m 159 33 agreement agreement NN cord-016842-sow7k53m 159 34 . . . cord-016842-sow7k53m 160 1 The the DT cord-016842-sow7k53m 160 2 ten ten CD cord-016842-sow7k53m 160 3 subtopics subtopic NNS cord-016842-sow7k53m 160 4 regarding regard VBG cord-016842-sow7k53m 160 5 the the DT cord-016842-sow7k53m 160 6 MERS MERS NNPS cord-016842-sow7k53m 160 7 with with IN cord-016842-sow7k53m 160 8 the the DT cord-016842-sow7k53m 160 9 number number NN cord-016842-sow7k53m 160 10 of of IN cord-016842-sow7k53m 160 11 corresponding correspond VBG cord-016842-sow7k53m 160 12 news news NN cord-016842-sow7k53m 160 13 items item NNS cord-016842-sow7k53m 160 14 are be VBP cord-016842-sow7k53m 160 15 listed list VBN cord-016842-sow7k53m 160 16 in in IN cord-016842-sow7k53m 160 17 Table Table NNP cord-016842-sow7k53m 160 18 1 1 CD cord-016842-sow7k53m 160 19 . . . cord-016842-sow7k53m 161 1 ST1 ST1 NNP cord-016842-sow7k53m 161 2 " " `` cord-016842-sow7k53m 161 3 Reporting report VBG cord-016842-sow7k53m 161 4 new new JJ cord-016842-sow7k53m 161 5 cases case NNS cord-016842-sow7k53m 161 6 " " '' cord-016842-sow7k53m 161 7 was be VBD cord-016842-sow7k53m 161 8 the the DT cord-016842-sow7k53m 161 9 most most RBS cord-016842-sow7k53m 161 10 popular popular JJ cord-016842-sow7k53m 161 11 subtopic subtopic NN cord-016842-sow7k53m 161 12 with with IN cord-016842-sow7k53m 161 13 254 254 CD cord-016842-sow7k53m 161 14 news news NN cord-016842-sow7k53m 161 15 articles article NNS cord-016842-sow7k53m 161 16 in in IN cord-016842-sow7k53m 161 17 our -PRON- PRP$ cord-016842-sow7k53m 161 18 data datum NNS cord-016842-sow7k53m 161 19 set set NN cord-016842-sow7k53m 161 20 , , , cord-016842-sow7k53m 161 21 followed follow VBN cord-016842-sow7k53m 161 22 by by IN cord-016842-sow7k53m 161 23 ST7 ST7 NNP cord-016842-sow7k53m 161 24 " " `` cord-016842-sow7k53m 161 25 Responsibility Responsibility NNP cord-016842-sow7k53m 161 26 of of IN cord-016842-sow7k53m 161 27 Government Government NNP cord-016842-sow7k53m 161 28 " " '' cord-016842-sow7k53m 161 29 with with IN cord-016842-sow7k53m 161 30 153 153 CD cord-016842-sow7k53m 161 31 news news NN cord-016842-sow7k53m 161 32 items item NNS cord-016842-sow7k53m 161 33 and and CC cord-016842-sow7k53m 161 34 ST9 ST9 NNP cord-016842-sow7k53m 161 35 " " `` cord-016842-sow7k53m 161 36 Economical Economical NNP cord-016842-sow7k53m 161 37 Consequences Consequences NNPS cord-016842-sow7k53m 161 38 " " '' cord-016842-sow7k53m 161 39 with with IN cord-016842-sow7k53m 161 40 106 106 CD cord-016842-sow7k53m 161 41 news news NN cord-016842-sow7k53m 161 42 items item NNS cord-016842-sow7k53m 161 43 . . . cord-016842-sow7k53m 162 1 We -PRON- PRP cord-016842-sow7k53m 162 2 then then RB cord-016842-sow7k53m 162 3 use use VBP cord-016842-sow7k53m 162 4 this this DT cord-016842-sow7k53m 162 5 labeled label VBN cord-016842-sow7k53m 162 6 data datum NNS cord-016842-sow7k53m 162 7 for for IN cord-016842-sow7k53m 162 8 the the DT cord-016842-sow7k53m 162 9 evaluation evaluation NN cord-016842-sow7k53m 162 10 of of IN cord-016842-sow7k53m 162 11 our -PRON- PRP$ cord-016842-sow7k53m 162 12 subtopic subtopic NN cord-016842-sow7k53m 162 13 categorization categorization NN cord-016842-sow7k53m 162 14 method method NN cord-016842-sow7k53m 162 15 . . . cord-016842-sow7k53m 163 1 We -PRON- PRP cord-016842-sow7k53m 163 2 first first RB cord-016842-sow7k53m 163 3 learn learn VBP cord-016842-sow7k53m 163 4 News2Vec News2Vec NNP cord-016842-sow7k53m 163 5 using use VBG cord-016842-sow7k53m 163 6 entire entire JJ cord-016842-sow7k53m 163 7 Daum Daum NNP cord-016842-sow7k53m 163 8 News News NNP cord-016842-sow7k53m 163 9 data datum NNS cord-016842-sow7k53m 163 10 . . . cord-016842-sow7k53m 164 1 Then then RB cord-016842-sow7k53m 164 2 , , , cord-016842-sow7k53m 164 3 we -PRON- PRP cord-016842-sow7k53m 164 4 cluster cluster VBP cord-016842-sow7k53m 164 5 those those DT cord-016842-sow7k53m 164 6 961 961 CD cord-016842-sow7k53m 164 7 news news NN cord-016842-sow7k53m 164 8 items item NNS cord-016842-sow7k53m 164 9 into into IN cord-016842-sow7k53m 164 10 ten ten CD cord-016842-sow7k53m 164 11 groups group NNS cord-016842-sow7k53m 164 12 ( ( -LRB- cord-016842-sow7k53m 164 13 k k NNP cord-016842-sow7k53m 164 14 = = SYM cord-016842-sow7k53m 164 15 10 10 CD cord-016842-sow7k53m 164 16 ) ) -RRB- cord-016842-sow7k53m 164 17 using use VBG cord-016842-sow7k53m 164 18 vectors vector NNS cord-016842-sow7k53m 164 19 from from IN cord-016842-sow7k53m 164 20 the the DT cord-016842-sow7k53m 164 21 resulting result VBG cord-016842-sow7k53m 164 22 News2Vec News2Vec NNP cord-016842-sow7k53m 164 23 . . . cord-016842-sow7k53m 165 1 We -PRON- PRP cord-016842-sow7k53m 165 2 evaluate evaluate VBP cord-016842-sow7k53m 165 3 the the DT cord-016842-sow7k53m 165 4 resulting result VBG cord-016842-sow7k53m 165 5 subsets subset NNS cord-016842-sow7k53m 165 6 of of IN cord-016842-sow7k53m 165 7 news news NN cord-016842-sow7k53m 165 8 items item NNS cord-016842-sow7k53m 165 9 with with IN cord-016842-sow7k53m 165 10 manually manually RB cord-016842-sow7k53m 165 11 tagged tag VBN cord-016842-sow7k53m 165 12 clusters cluster NNS cord-016842-sow7k53m 165 13 . . . cord-016842-sow7k53m 166 1 For for IN cord-016842-sow7k53m 166 2 each each DT cord-016842-sow7k53m 166 3 detected detect VBN cord-016842-sow7k53m 166 4 subset subset JJ cord-016842-sow7k53m 166 5 , , , cord-016842-sow7k53m 166 6 we -PRON- PRP cord-016842-sow7k53m 166 7 find find VBP cord-016842-sow7k53m 166 8 the the DT cord-016842-sow7k53m 166 9 best well RBS cord-016842-sow7k53m 166 10 matched match VBN cord-016842-sow7k53m 166 11 manual manual JJ cord-016842-sow7k53m 166 12 cluster cluster NN cord-016842-sow7k53m 166 13 based base VBN cord-016842-sow7k53m 166 14 on on IN cord-016842-sow7k53m 166 15 the the DT cord-016842-sow7k53m 166 16 proportion proportion NN cord-016842-sow7k53m 166 17 of of IN cord-016842-sow7k53m 166 18 matching match VBG cord-016842-sow7k53m 166 19 news news NN cord-016842-sow7k53m 166 20 items item NNS cord-016842-sow7k53m 166 21 . . . cord-016842-sow7k53m 167 1 Across across IN cord-016842-sow7k53m 167 2 ten ten CD cord-016842-sow7k53m 167 3 subsets subset NNS cord-016842-sow7k53m 167 4 , , , cord-016842-sow7k53m 167 5 our -PRON- PRP$ cord-016842-sow7k53m 167 6 News2Vec News2Vec NNP cord-016842-sow7k53m 167 7 subtopic subtopic NN cord-016842-sow7k53m 167 8 classification classification NN cord-016842-sow7k53m 167 9 achieved achieve VBD cord-016842-sow7k53m 167 10 an an DT cord-016842-sow7k53m 167 11 82.2 82.2 CD cord-016842-sow7k53m 167 12 % % NN cord-016842-sow7k53m 167 13 matching matching NN cord-016842-sow7k53m 167 14 rate rate NN cord-016842-sow7k53m 167 15 on on IN cord-016842-sow7k53m 167 16 average average NN cord-016842-sow7k53m 167 17 where where WRB cord-016842-sow7k53m 167 18 the the DT cord-016842-sow7k53m 167 19 maximum maximum JJ cord-016842-sow7k53m 167 20 matching matching NN cord-016842-sow7k53m 167 21 rate rate NN cord-016842-sow7k53m 167 22 is be VBZ cord-016842-sow7k53m 167 23 92.8 92.8 CD cord-016842-sow7k53m 167 24 % % NN cord-016842-sow7k53m 167 25 and and CC cord-016842-sow7k53m 167 26 the the DT cord-016842-sow7k53m 167 27 minimum minimum NN cord-016842-sow7k53m 167 28 is be VBZ cord-016842-sow7k53m 167 29 77.2 77.2 CD cord-016842-sow7k53m 167 30 % % NN cord-016842-sow7k53m 167 31 . . . cord-016842-sow7k53m 168 1 In in IN cord-016842-sow7k53m 168 2 our -PRON- PRP$ cord-016842-sow7k53m 168 3 method method NN cord-016842-sow7k53m 168 4 , , , cord-016842-sow7k53m 168 5 selecting select VBG cord-016842-sow7k53m 168 6 the the DT cord-016842-sow7k53m 168 7 k k NNP cord-016842-sow7k53m 168 8 is be VBZ cord-016842-sow7k53m 168 9 challenging challenging JJ cord-016842-sow7k53m 168 10 . . . cord-016842-sow7k53m 169 1 Here here RB cord-016842-sow7k53m 169 2 , , , cord-016842-sow7k53m 169 3 we -PRON- PRP cord-016842-sow7k53m 169 4 propose propose VBP cord-016842-sow7k53m 169 5 one one CD cord-016842-sow7k53m 169 6 possible possible JJ cord-016842-sow7k53m 169 7 solution solution NN cord-016842-sow7k53m 169 8 to to TO cord-016842-sow7k53m 169 9 assist assist VB cord-016842-sow7k53m 169 10 in in IN cord-016842-sow7k53m 169 11 the the DT cord-016842-sow7k53m 169 12 k k NNP cord-016842-sow7k53m 169 13 selection selection NN cord-016842-sow7k53m 169 14 procedure procedure NN cord-016842-sow7k53m 169 15 . . . cord-016842-sow7k53m 170 1 The the DT cord-016842-sow7k53m 170 2 idea idea NN cord-016842-sow7k53m 170 3 is be VBZ cord-016842-sow7k53m 170 4 that that IN cord-016842-sow7k53m 170 5 the the DT cord-016842-sow7k53m 170 6 average average JJ cord-016842-sow7k53m 170 7 similarity similarity NN cord-016842-sow7k53m 170 8 scores score NNS cord-016842-sow7k53m 170 9 for for IN cord-016842-sow7k53m 170 10 all all DT cord-016842-sow7k53m 170 11 pairs pair NNS cord-016842-sow7k53m 170 12 of of IN cord-016842-sow7k53m 170 13 news news NN cord-016842-sow7k53m 170 14 items item NNS cord-016842-sow7k53m 170 15 within within IN cord-016842-sow7k53m 170 16 the the DT cord-016842-sow7k53m 170 17 same same JJ cord-016842-sow7k53m 170 18 subtopic subtopic NN cord-016842-sow7k53m 170 19 ( ( -LRB- cord-016842-sow7k53m 170 20 S s NN cord-016842-sow7k53m 170 21 within within IN cord-016842-sow7k53m 170 22 ) ) -RRB- cord-016842-sow7k53m 170 23 should should MD cord-016842-sow7k53m 170 24 be be VB cord-016842-sow7k53m 170 25 smaller small JJR cord-016842-sow7k53m 170 26 than than IN cord-016842-sow7k53m 170 27 across across IN cord-016842-sow7k53m 170 28 the the DT cord-016842-sow7k53m 170 29 subtopics subtopic NNS cord-016842-sow7k53m 170 30 ( ( -LRB- cord-016842-sow7k53m 170 31 S s NN cord-016842-sow7k53m 170 32 across across IN cord-016842-sow7k53m 170 33 ) ) -RRB- cord-016842-sow7k53m 170 34 . . . cord-016842-sow7k53m 171 1 When when WRB cord-016842-sow7k53m 171 2 news news NN cord-016842-sow7k53m 171 3 items item NNS cord-016842-sow7k53m 171 4 are be VBP cord-016842-sow7k53m 171 5 in in IN cord-016842-sow7k53m 171 6 vector vector NN cord-016842-sow7k53m 171 7 representation representation NN cord-016842-sow7k53m 171 8 , , , cord-016842-sow7k53m 171 9 one one PRP cord-016842-sow7k53m 171 10 can can MD cord-016842-sow7k53m 171 11 use use VB cord-016842-sow7k53m 171 12 any any DT cord-016842-sow7k53m 171 13 distance distance NN cord-016842-sow7k53m 171 14 measures measure NNS cord-016842-sow7k53m 171 15 , , , cord-016842-sow7k53m 171 16 such such JJ cord-016842-sow7k53m 171 17 as as IN cord-016842-sow7k53m 171 18 Euclidean euclidean JJ cord-016842-sow7k53m 171 19 distance distance NN cord-016842-sow7k53m 171 20 or or CC cord-016842-sow7k53m 171 21 cosine cosine NN cord-016842-sow7k53m 171 22 similarity similarity NN cord-016842-sow7k53m 171 23 , , , cord-016842-sow7k53m 171 24 to to TO cord-016842-sow7k53m 171 25 measure measure VB cord-016842-sow7k53m 171 26 the the DT cord-016842-sow7k53m 171 27 similarity similarity NN cord-016842-sow7k53m 171 28 score score NN cord-016842-sow7k53m 171 29 between between IN cord-016842-sow7k53m 171 30 two two CD cord-016842-sow7k53m 171 31 news news NN cord-016842-sow7k53m 171 32 items item NNS cord-016842-sow7k53m 171 33 . . . cord-016842-sow7k53m 172 1 Those those DT cord-016842-sow7k53m 172 2 two two CD cord-016842-sow7k53m 172 3 values value NNS cord-016842-sow7k53m 172 4 , , , cord-016842-sow7k53m 172 5 once once RB cord-016842-sow7k53m 172 6 found find VBD cord-016842-sow7k53m 172 7 empirically empirically RB cord-016842-sow7k53m 172 8 , , , cord-016842-sow7k53m 172 9 can can MD cord-016842-sow7k53m 172 10 play play VB cord-016842-sow7k53m 172 11 a a DT cord-016842-sow7k53m 172 12 role role NN cord-016842-sow7k53m 172 13 as as IN cord-016842-sow7k53m 172 14 thresholds threshold NNS cord-016842-sow7k53m 172 15 for for IN cord-016842-sow7k53m 172 16 selecting select VBG cord-016842-sow7k53m 172 17 the the DT cord-016842-sow7k53m 172 18 k k NNP cord-016842-sow7k53m 172 19 for for IN cord-016842-sow7k53m 172 20 different different JJ cord-016842-sow7k53m 172 21 topics topic NNS cord-016842-sow7k53m 172 22 . . . cord-016842-sow7k53m 173 1 In in IN cord-016842-sow7k53m 173 2 our -PRON- PRP$ cord-016842-sow7k53m 173 3 evaluation evaluation NN cord-016842-sow7k53m 173 4 data datum NNS cord-016842-sow7k53m 173 5 set set NN cord-016842-sow7k53m 173 6 , , , cord-016842-sow7k53m 173 7 S S NNP cord-016842-sow7k53m 173 8 within within RB cord-016842-sow7k53m 173 9 is be VBZ cord-016842-sow7k53m 173 10 0.02 0.02 CD cord-016842-sow7k53m 173 11 and and CC cord-016842-sow7k53m 173 12 S s NN cord-016842-sow7k53m 173 13 across across RB cord-016842-sow7k53m 173 14 is be VBZ cord-016842-sow7k53m 173 15 0.15 0.15 CD cord-016842-sow7k53m 173 16 when when WRB cord-016842-sow7k53m 173 17 using use VBG cord-016842-sow7k53m 173 18 cosine cosine NN cord-016842-sow7k53m 173 19 similarity similarity NN cord-016842-sow7k53m 173 20 . . . cord-016842-sow7k53m 174 1 For for IN cord-016842-sow7k53m 174 2 further further JJ cord-016842-sow7k53m 174 3 evaluation evaluation NN cord-016842-sow7k53m 174 4 , , , cord-016842-sow7k53m 174 5 we -PRON- PRP cord-016842-sow7k53m 174 6 use use VBP cord-016842-sow7k53m 174 7 these these DT cord-016842-sow7k53m 174 8 two two CD cord-016842-sow7k53m 174 9 values value NNS cord-016842-sow7k53m 174 10 to to TO cord-016842-sow7k53m 174 11 find find VB cord-016842-sow7k53m 174 12 the the DT cord-016842-sow7k53m 174 13 subtopics subtopic NNS cord-016842-sow7k53m 174 14 of of IN cord-016842-sow7k53m 174 15 another another DT cord-016842-sow7k53m 174 16 topic topic NN cord-016842-sow7k53m 174 17 , , , cord-016842-sow7k53m 174 18 " " `` cord-016842-sow7k53m 174 19 Daycare daycare NN cord-016842-sow7k53m 174 20 child child NN cord-016842-sow7k53m 174 21 abuse abuse NN cord-016842-sow7k53m 174 22 . . . cord-016842-sow7k53m 175 1 " " `` cord-016842-sow7k53m 175 2 For for IN cord-016842-sow7k53m 175 3 342 342 CD cord-016842-sow7k53m 175 4 news news NN cord-016842-sow7k53m 175 5 items item NNS cord-016842-sow7k53m 175 6 regarding regard VBG cord-016842-sow7k53m 175 7 the the DT cord-016842-sow7k53m 175 8 topic topic NN cord-016842-sow7k53m 175 9 , , , cord-016842-sow7k53m 175 10 we -PRON- PRP cord-016842-sow7k53m 175 11 find find VBP cord-016842-sow7k53m 175 12 k k NNP cord-016842-sow7k53m 175 13 equals equal VBZ cord-016842-sow7k53m 175 14 five five CD cord-016842-sow7k53m 175 15 . . . cord-016842-sow7k53m 176 1 The the DT cord-016842-sow7k53m 176 2 manual manual JJ cord-016842-sow7k53m 176 3 inspection inspection NN cord-016842-sow7k53m 176 4 reveals reveal VBZ cord-016842-sow7k53m 176 5 the the DT cord-016842-sow7k53m 176 6 following following JJ cord-016842-sow7k53m 176 7 five five CD cord-016842-sow7k53m 176 8 subtopics subtopic NNS cord-016842-sow7k53m 176 9 emerged emerge VBD cord-016842-sow7k53m 176 10 : : : cord-016842-sow7k53m 176 11 ( ( -LRB- cord-016842-sow7k53m 176 12 1 1 LS cord-016842-sow7k53m 176 13 ) ) -RRB- cord-016842-sow7k53m 176 14 What what WP cord-016842-sow7k53m 176 15 the the DT cord-016842-sow7k53m 176 16 teacher teacher NN cord-016842-sow7k53m 176 17 did do VBD cord-016842-sow7k53m 176 18 to to IN cord-016842-sow7k53m 176 19 a a DT cord-016842-sow7k53m 176 20 child child NN cord-016842-sow7k53m 176 21 ; ; : cord-016842-sow7k53m 176 22 ( ( -LRB- cord-016842-sow7k53m 176 23 2 2 LS cord-016842-sow7k53m 176 24 ) ) -RRB- cord-016842-sow7k53m 177 1 How how WRB cord-016842-sow7k53m 177 2 cruel cruel JJ cord-016842-sow7k53m 177 3 the the DT cord-016842-sow7k53m 177 4 teacher teacher NN cord-016842-sow7k53m 177 5 is be VBZ cord-016842-sow7k53m 177 6 ; ; : cord-016842-sow7k53m 177 7 ( ( -LRB- cord-016842-sow7k53m 177 8 3 3 LS cord-016842-sow7k53m 177 9 ) ) -RRB- cord-016842-sow7k53m 177 10 Investigation investigation NN cord-016842-sow7k53m 177 11 and and CC cord-016842-sow7k53m 177 12 prosecution prosecution NN cord-016842-sow7k53m 177 13 ; ; : cord-016842-sow7k53m 177 14 ( ( -LRB- cord-016842-sow7k53m 177 15 4 4 LS cord-016842-sow7k53m 177 16 ) ) -RRB- cord-016842-sow7k53m 178 1 A a DT cord-016842-sow7k53m 178 2 new new JJ cord-016842-sow7k53m 178 3 regulation regulation NN cord-016842-sow7k53m 178 4 on on IN cord-016842-sow7k53m 178 5 CCTV CCTV NNP cord-016842-sow7k53m 178 6 installation installation NN cord-016842-sow7k53m 178 7 at at IN cord-016842-sow7k53m 178 8 daycare daycare NN cord-016842-sow7k53m 178 9 centers center NNS cord-016842-sow7k53m 178 10 ; ; : cord-016842-sow7k53m 178 11 and and CC cord-016842-sow7k53m 178 12 ( ( -LRB- cord-016842-sow7k53m 178 13 5 5 LS cord-016842-sow7k53m 178 14 ) ) -RRB- cord-016842-sow7k53m 179 1 Other other JJ cord-016842-sow7k53m 179 2 cases case NNS cord-016842-sow7k53m 179 3 of of IN cord-016842-sow7k53m 179 4 child child NN cord-016842-sow7k53m 179 5 abuse abuse NN cord-016842-sow7k53m 179 6 . . . cord-016842-sow7k53m 180 1 We -PRON- PRP cord-016842-sow7k53m 180 2 now now RB cord-016842-sow7k53m 180 3 quantify quantify VBP cord-016842-sow7k53m 180 4 differences difference NNS cord-016842-sow7k53m 180 5 in in IN cord-016842-sow7k53m 180 6 news news NN cord-016842-sow7k53m 180 7 consumption consumption NN cord-016842-sow7k53m 180 8 across across IN cord-016842-sow7k53m 180 9 demographic demographic JJ cord-016842-sow7k53m 180 10 groups group NNS cord-016842-sow7k53m 180 11 in in IN cord-016842-sow7k53m 180 12 four four CD cord-016842-sow7k53m 180 13 dimensions dimension NNS cord-016842-sow7k53m 180 14 : : : cord-016842-sow7k53m 180 15 ( ( -LRB- cord-016842-sow7k53m 180 16 1 1 LS cord-016842-sow7k53m 180 17 ) ) -RRB- cord-016842-sow7k53m 180 18 by by IN cord-016842-sow7k53m 180 19 actual actual JJ cord-016842-sow7k53m 180 20 news news NN cord-016842-sow7k53m 180 21 item item NN cord-016842-sow7k53m 180 22 , , , cord-016842-sow7k53m 180 23 ( ( -LRB- cord-016842-sow7k53m 180 24 2 2 LS cord-016842-sow7k53m 180 25 ) ) -RRB- cord-016842-sow7k53m 180 26 by by IN cord-016842-sow7k53m 180 27 section section NN cord-016842-sow7k53m 180 28 , , , cord-016842-sow7k53m 180 29 ( ( -LRB- cord-016842-sow7k53m 180 30 3 3 LS cord-016842-sow7k53m 180 31 ) ) -RRB- cord-016842-sow7k53m 180 32 by by IN cord-016842-sow7k53m 180 33 topic topic NN cord-016842-sow7k53m 180 34 , , , cord-016842-sow7k53m 180 35 and and CC cord-016842-sow7k53m 180 36 ( ( -LRB- cord-016842-sow7k53m 180 37 4 4 LS cord-016842-sow7k53m 180 38 ) ) -RRB- cord-016842-sow7k53m 180 39 by by IN cord-016842-sow7k53m 180 40 subtopic subtopic NN cord-016842-sow7k53m 180 41 . . . cord-016842-sow7k53m 181 1 As as IN cord-016842-sow7k53m 181 2 a a DT cord-016842-sow7k53m 181 3 first first JJ cord-016842-sow7k53m 181 4 attempt attempt NN cord-016842-sow7k53m 181 5 to to TO cord-016842-sow7k53m 181 6 compare compare VB cord-016842-sow7k53m 181 7 the the DT cord-016842-sow7k53m 181 8 news news NN cord-016842-sow7k53m 181 9 consumption consumption NN cord-016842-sow7k53m 181 10 of of IN cord-016842-sow7k53m 181 11 different different JJ cord-016842-sow7k53m 181 12 groups group NNS cord-016842-sow7k53m 181 13 , , , cord-016842-sow7k53m 181 14 we -PRON- PRP cord-016842-sow7k53m 181 15 look look VBP cord-016842-sow7k53m 181 16 at at IN cord-016842-sow7k53m 181 17 actual actual JJ cord-016842-sow7k53m 181 18 news news NN cord-016842-sow7k53m 181 19 items item NNS cord-016842-sow7k53m 181 20 . . . cord-016842-sow7k53m 182 1 We -PRON- PRP cord-016842-sow7k53m 182 2 measure measure VBP cord-016842-sow7k53m 182 3 the the DT cord-016842-sow7k53m 182 4 similarity similarity NN cord-016842-sow7k53m 182 5 among among IN cord-016842-sow7k53m 182 6 groups group NNS cord-016842-sow7k53m 182 7 based base VBN cord-016842-sow7k53m 182 8 on on IN cord-016842-sow7k53m 182 9 commonly commonly RB cord-016842-sow7k53m 182 10 consumed consume VBN cord-016842-sow7k53m 182 11 news news NN cord-016842-sow7k53m 182 12 items item NNS cord-016842-sow7k53m 182 13 ( ( -LRB- cord-016842-sow7k53m 182 14 by by IN cord-016842-sow7k53m 182 15 their -PRON- PRP$ cord-016842-sow7k53m 182 16 unique unique JJ cord-016842-sow7k53m 182 17 news news NN cord-016842-sow7k53m 182 18 IDs id NNS cord-016842-sow7k53m 182 19 ) ) -RRB- cord-016842-sow7k53m 182 20 among among IN cord-016842-sow7k53m 182 21 the the DT cord-016842-sow7k53m 182 22 top top JJ cord-016842-sow7k53m 182 23 30 30 CD cord-016842-sow7k53m 182 24 articles article NNS cord-016842-sow7k53m 182 25 consumed consume VBN cord-016842-sow7k53m 182 26 by by IN cord-016842-sow7k53m 182 27 each each DT cord-016842-sow7k53m 182 28 group group NN cord-016842-sow7k53m 182 29 over over IN cord-016842-sow7k53m 182 30 a a DT cord-016842-sow7k53m 182 31 one one CD cord-016842-sow7k53m 182 32 - - HYPH cord-016842-sow7k53m 182 33 year year NN cord-016842-sow7k53m 182 34 period period NN cord-016842-sow7k53m 182 35 . . . cord-016842-sow7k53m 183 1 We -PRON- PRP cord-016842-sow7k53m 183 2 use use VBP cord-016842-sow7k53m 183 3 Jaccard Jaccard NNP cord-016842-sow7k53m 183 4 Similarity Similarity NNP cord-016842-sow7k53m 183 5 to to TO cord-016842-sow7k53m 183 6 compute compute VB cord-016842-sow7k53m 183 7 group group NN cord-016842-sow7k53m 183 8 similarity similarity NN cord-016842-sow7k53m 183 9 . . . cord-016842-sow7k53m 184 1 For for IN cord-016842-sow7k53m 184 2 the the DT cord-016842-sow7k53m 184 3 two two CD cord-016842-sow7k53m 184 4 sets set NNS cord-016842-sow7k53m 184 5 , , , cord-016842-sow7k53m 184 6 A a NN cord-016842-sow7k53m 184 7 and and CC cord-016842-sow7k53m 184 8 B b NN cord-016842-sow7k53m 184 9 , , , cord-016842-sow7k53m 184 10 the the DT cord-016842-sow7k53m 184 11 Jaccard Jaccard NNP cord-016842-sow7k53m 184 12 Similarity Similarity NNP cord-016842-sow7k53m 184 13 is be VBZ cord-016842-sow7k53m 184 14 given give VBN cord-016842-sow7k53m 184 15 by by IN cord-016842-sow7k53m 184 16 : : : cord-016842-sow7k53m 184 17 J(A J(A NNP cord-016842-sow7k53m 184 18 , , , cord-016842-sow7k53m 184 19 B b NN cord-016842-sow7k53m 184 20 ) ) -RRB- cord-016842-sow7k53m 184 21 = = NFP cord-016842-sow7k53m 185 1 |A∩B| |a∩b| WRB cord-016842-sow7k53m 185 2 |A∪B| |a∪b| JJ cord-016842-sow7k53m 185 3 . . . cord-016842-sow7k53m 186 1 In in IN cord-016842-sow7k53m 186 2 our -PRON- PRP$ cord-016842-sow7k53m 186 3 case case NN cord-016842-sow7k53m 186 4 , , , cord-016842-sow7k53m 186 5 let let VB cord-016842-sow7k53m 186 6 A a NN cord-016842-sow7k53m 186 7 and and CC cord-016842-sow7k53m 186 8 B b NN cord-016842-sow7k53m 186 9 be be VB cord-016842-sow7k53m 186 10 sets set NNS cord-016842-sow7k53m 186 11 of of IN cord-016842-sow7k53m 186 12 news news NN cord-016842-sow7k53m 186 13 items item NNS cord-016842-sow7k53m 186 14 corresponding correspond VBG cord-016842-sow7k53m 186 15 to to IN cord-016842-sow7k53m 186 16 the the DT cord-016842-sow7k53m 186 17 two two CD cord-016842-sow7k53m 186 18 groups group NNS cord-016842-sow7k53m 186 19 to to TO cord-016842-sow7k53m 186 20 be be VB cord-016842-sow7k53m 186 21 compared compare VBN cord-016842-sow7k53m 186 22 . . . cord-016842-sow7k53m 187 1 Strictly strictly RB cord-016842-sow7k53m 187 2 , , , cord-016842-sow7k53m 187 3 |A |a CD cord-016842-sow7k53m 187 4 ∩ ∩ NN cord-016842-sow7k53m 187 5 B| b| PRP cord-016842-sow7k53m 187 6 would would MD cord-016842-sow7k53m 187 7 translate translate VB cord-016842-sow7k53m 187 8 to to IN cord-016842-sow7k53m 187 9 the the DT cord-016842-sow7k53m 187 10 count count NN cord-016842-sow7k53m 187 11 of of IN cord-016842-sow7k53m 187 12 the the DT cord-016842-sow7k53m 187 13 news news NN cord-016842-sow7k53m 187 14 items item NNS cord-016842-sow7k53m 187 15 matched match VBN cord-016842-sow7k53m 187 16 across across IN cord-016842-sow7k53m 187 17 the the DT cord-016842-sow7k53m 187 18 sets set NNS cord-016842-sow7k53m 187 19 of of IN cord-016842-sow7k53m 187 20 A a NN cord-016842-sow7k53m 187 21 and and CC cord-016842-sow7k53m 187 22 B. B. NNP cord-016842-sow7k53m 187 23 Figure Figure NNP cord-016842-sow7k53m 187 24 3(a 3(a CD cord-016842-sow7k53m 187 25 ) ) -RRB- cord-016842-sow7k53m 187 26 shows show VBZ cord-016842-sow7k53m 187 27 the the DT cord-016842-sow7k53m 187 28 Jaccard Jaccard NNP cord-016842-sow7k53m 187 29 similarity similarity NN cord-016842-sow7k53m 187 30 among among IN cord-016842-sow7k53m 187 31 groups group NNS cord-016842-sow7k53m 187 32 as as IN cord-016842-sow7k53m 187 33 a a DT cord-016842-sow7k53m 187 34 heatmap heatmap NN cord-016842-sow7k53m 187 35 . . . cord-016842-sow7k53m 188 1 For for IN cord-016842-sow7k53m 188 2 example example NN cord-016842-sow7k53m 188 3 , , , cord-016842-sow7k53m 188 4 the the DT cord-016842-sow7k53m 188 5 pair pair NN cord-016842-sow7k53m 188 6 of of IN cord-016842-sow7k53m 188 7 Age10 Age10 NNP cord-016842-sow7k53m 188 8 Female Female NNP cord-016842-sow7k53m 188 9 and and CC cord-016842-sow7k53m 188 10 Age20 Age20 NNP cord-016842-sow7k53m 188 11 Female Female NNP cord-016842-sow7k53m 188 12 has have VBZ cord-016842-sow7k53m 188 13 a a DT cord-016842-sow7k53m 188 14 Jaccard Jaccard NNP cord-016842-sow7k53m 188 15 score score NN cord-016842-sow7k53m 188 16 of of IN cord-016842-sow7k53m 188 17 0.15 0.15 CD cord-016842-sow7k53m 188 18 . . . cord-016842-sow7k53m 189 1 This this DT cord-016842-sow7k53m 189 2 means mean VBZ cord-016842-sow7k53m 189 3 that that IN cord-016842-sow7k53m 189 4 , , , cord-016842-sow7k53m 189 5 among among IN cord-016842-sow7k53m 189 6 the the DT cord-016842-sow7k53m 189 7 union union NN cord-016842-sow7k53m 189 8 set set NN cord-016842-sow7k53m 189 9 of of IN cord-016842-sow7k53m 189 10 all all DT cord-016842-sow7k53m 189 11 their -PRON- PRP$ cord-016842-sow7k53m 189 12 consumed consume VBN cord-016842-sow7k53m 189 13 news news NN cord-016842-sow7k53m 189 14 items item NNS cord-016842-sow7k53m 189 15 , , , cord-016842-sow7k53m 189 16 15 15 CD cord-016842-sow7k53m 189 17 % % NN cord-016842-sow7k53m 189 18 are be VBP cord-016842-sow7k53m 189 19 common common JJ cord-016842-sow7k53m 189 20 . . . cord-016842-sow7k53m 190 1 The the DT cord-016842-sow7k53m 190 2 higher high JJR cord-016842-sow7k53m 190 3 the the DT cord-016842-sow7k53m 190 4 similarity similarity NN cord-016842-sow7k53m 190 5 score score NN cord-016842-sow7k53m 190 6 is be VBZ cord-016842-sow7k53m 190 7 , , , cord-016842-sow7k53m 190 8 the the DT cord-016842-sow7k53m 190 9 more more JJR cord-016842-sow7k53m 190 10 news news NN cord-016842-sow7k53m 190 11 items item NNS cord-016842-sow7k53m 190 12 are be VBP cord-016842-sow7k53m 190 13 viewed view VBN cord-016842-sow7k53m 190 14 in in IN cord-016842-sow7k53m 190 15 common common JJ cord-016842-sow7k53m 190 16 between between IN cord-016842-sow7k53m 190 17 the the DT cord-016842-sow7k53m 190 18 two two CD cord-016842-sow7k53m 190 19 groups group NNS cord-016842-sow7k53m 190 20 . . . cord-016842-sow7k53m 191 1 We -PRON- PRP cord-016842-sow7k53m 191 2 find find VBP cord-016842-sow7k53m 191 3 that that IN cord-016842-sow7k53m 191 4 within within IN cord-016842-sow7k53m 191 5 same same JJ cord-016842-sow7k53m 191 6 - - HYPH cord-016842-sow7k53m 191 7 sex sex NN cord-016842-sow7k53m 191 8 groups group NNS cord-016842-sow7k53m 191 9 , , , cord-016842-sow7k53m 191 10 the the DT cord-016842-sow7k53m 191 11 similarity similarity NN cord-016842-sow7k53m 191 12 generally generally RB cord-016842-sow7k53m 191 13 increases increase VBZ cord-016842-sow7k53m 191 14 as as IN cord-016842-sow7k53m 191 15 the the DT cord-016842-sow7k53m 191 16 age age NN cord-016842-sow7k53m 191 17 difference difference NN cord-016842-sow7k53m 191 18 decreases decrease VBZ cord-016842-sow7k53m 191 19 , , , cord-016842-sow7k53m 191 20 with with IN cord-016842-sow7k53m 191 21 female female JJ cord-016842-sow7k53m 191 22 groups group NNS cord-016842-sow7k53m 191 23 have have VBP cord-016842-sow7k53m 191 24 a a DT cord-016842-sow7k53m 191 25 stronger strong JJR cord-016842-sow7k53m 191 26 tendency tendency NN cord-016842-sow7k53m 191 27 of of IN cord-016842-sow7k53m 191 28 it -PRON- PRP cord-016842-sow7k53m 191 29 than than IN cord-016842-sow7k53m 191 30 male male JJ cord-016842-sow7k53m 191 31 groups group NNS cord-016842-sow7k53m 191 32 ( ( -LRB- cord-016842-sow7k53m 191 33 the the DT cord-016842-sow7k53m 191 34 average average JJ cord-016842-sow7k53m 191 35 similarity similarity NN cord-016842-sow7k53m 191 36 score score NN cord-016842-sow7k53m 191 37 among among IN cord-016842-sow7k53m 191 38 all all DT cord-016842-sow7k53m 191 39 pairs pair NNS cord-016842-sow7k53m 191 40 of of IN cord-016842-sow7k53m 191 41 female female JJ cord-016842-sow7k53m 191 42 groups group NNS cord-016842-sow7k53m 191 43 is be VBZ cord-016842-sow7k53m 191 44 0.217 0.217 CD cord-016842-sow7k53m 191 45 while while IN cord-016842-sow7k53m 191 46 that that DT cord-016842-sow7k53m 191 47 of of IN cord-016842-sow7k53m 191 48 male male JJ cord-016842-sow7k53m 191 49 groups group NNS cord-016842-sow7k53m 191 50 is be VBZ cord-016842-sow7k53m 191 51 0.071 0.071 CD cord-016842-sow7k53m 191 52 ) ) -RRB- cord-016842-sow7k53m 191 53 . . . cord-016842-sow7k53m 192 1 However however RB cord-016842-sow7k53m 192 2 , , , cord-016842-sow7k53m 192 3 we -PRON- PRP cord-016842-sow7k53m 192 4 observe observe VBP cord-016842-sow7k53m 192 5 two two CD cord-016842-sow7k53m 192 6 exceptions exception NNS cord-016842-sow7k53m 192 7 , , , cord-016842-sow7k53m 192 8 Age10 Age10 NNP cord-016842-sow7k53m 192 9 Female Female NNP cord-016842-sow7k53m 192 10 and and CC cord-016842-sow7k53m 192 11 Age10 Age10 NNP cord-016842-sow7k53m 192 12 Male Male NNP cord-016842-sow7k53m 192 13 . . . cord-016842-sow7k53m 193 1 They -PRON- PRP cord-016842-sow7k53m 193 2 are be VBP cord-016842-sow7k53m 193 3 more more RBR cord-016842-sow7k53m 193 4 similar similar JJ cord-016842-sow7k53m 193 5 to to IN cord-016842-sow7k53m 193 6 the the DT cord-016842-sow7k53m 193 7 Age30 Age30 NNP cord-016842-sow7k53m 193 8 or or CC cord-016842-sow7k53m 193 9 Age40 Age40 NNP cord-016842-sow7k53m 193 10 than than IN cord-016842-sow7k53m 193 11 the the DT cord-016842-sow7k53m 193 12 Age20 Age20 NNP cord-016842-sow7k53m 193 13 same same JJ cord-016842-sow7k53m 193 14 - - HYPH cord-016842-sow7k53m 193 15 sex sex NN cord-016842-sow7k53m 193 16 groups group NNS cord-016842-sow7k53m 193 17 . . . cord-016842-sow7k53m 194 1 In in IN cord-016842-sow7k53m 194 2 Fig Fig NNP cord-016842-sow7k53m 194 3 . . . cord-016842-sow7k53m 195 1 2 2 LS cord-016842-sow7k53m 195 2 , , , cord-016842-sow7k53m 195 3 we -PRON- PRP cord-016842-sow7k53m 195 4 can can MD cord-016842-sow7k53m 195 5 see see VB cord-016842-sow7k53m 195 6 that that IN cord-016842-sow7k53m 195 7 the the DT cord-016842-sow7k53m 195 8 Age10 Age10 NNP cord-016842-sow7k53m 195 9 groups group NNS cord-016842-sow7k53m 195 10 have have VBP cord-016842-sow7k53m 195 11 more more JJR cord-016842-sow7k53m 195 12 Politics politic NNS cord-016842-sow7k53m 195 13 and and CC cord-016842-sow7k53m 195 14 Foreign foreign JJ cord-016842-sow7k53m 195 15 news news NN cord-016842-sow7k53m 195 16 items item NNS cord-016842-sow7k53m 195 17 in in IN cord-016842-sow7k53m 195 18 the the DT cord-016842-sow7k53m 195 19 top top JJ cord-016842-sow7k53m 195 20 lists list NNS cord-016842-sow7k53m 195 21 , , , cord-016842-sow7k53m 195 22 indicating indicate VBG cord-016842-sow7k53m 195 23 their -PRON- PRP$ cord-016842-sow7k53m 195 24 similarity similarity NN cord-016842-sow7k53m 195 25 to to IN cord-016842-sow7k53m 195 26 older old JJR cord-016842-sow7k53m 195 27 groups group NNS cord-016842-sow7k53m 195 28 . . . cord-016842-sow7k53m 196 1 We -PRON- PRP cord-016842-sow7k53m 196 2 then then RB cord-016842-sow7k53m 196 3 find find VBP cord-016842-sow7k53m 196 4 strikingly strikingly RB cord-016842-sow7k53m 196 5 low low JJ cord-016842-sow7k53m 196 6 similarity similarity NN cord-016842-sow7k53m 196 7 scores score NNS cord-016842-sow7k53m 196 8 between between IN cord-016842-sow7k53m 196 9 different different JJ cord-016842-sow7k53m 196 10 sex sex NN cord-016842-sow7k53m 196 11 groups group NNS cord-016842-sow7k53m 196 12 . . . cord-016842-sow7k53m 197 1 Age40 Age40 NNP cord-016842-sow7k53m 197 2 Male Male NNP cord-016842-sow7k53m 197 3 and and CC cord-016842-sow7k53m 197 4 Age50 Age50 NNP cord-016842-sow7k53m 197 5 Male Male NNP cord-016842-sow7k53m 197 6 have have VBP cord-016842-sow7k53m 197 7 almost almost RB cord-016842-sow7k53m 197 8 no no DT cord-016842-sow7k53m 197 9 news news NN cord-016842-sow7k53m 197 10 items item NNS cord-016842-sow7k53m 197 11 in in IN cord-016842-sow7k53m 197 12 common common JJ cord-016842-sow7k53m 197 13 with with IN cord-016842-sow7k53m 197 14 the the DT cord-016842-sow7k53m 197 15 female female JJ cord-016842-sow7k53m 197 16 groups group NNS cord-016842-sow7k53m 197 17 , , , cord-016842-sow7k53m 197 18 and and CC cord-016842-sow7k53m 197 19 the the DT cord-016842-sow7k53m 197 20 same same JJ cord-016842-sow7k53m 197 21 happens happen VBZ cord-016842-sow7k53m 197 22 for for IN cord-016842-sow7k53m 197 23 the the DT cord-016842-sow7k53m 197 24 Age40 Age40 NNP cord-016842-sow7k53m 197 25 Female Female NNP cord-016842-sow7k53m 197 26 and and CC cord-016842-sow7k53m 197 27 Age50 Age50 NNP cord-016842-sow7k53m 197 28 Female female JJ cord-016842-sow7k53m 197 29 groups group NNS cord-016842-sow7k53m 197 30 . . . cord-016842-sow7k53m 198 1 With with IN cord-016842-sow7k53m 198 2 these these DT cord-016842-sow7k53m 198 3 results result NNS cord-016842-sow7k53m 198 4 , , , cord-016842-sow7k53m 198 5 we -PRON- PRP cord-016842-sow7k53m 198 6 can can MD cord-016842-sow7k53m 198 7 conclude conclude VB cord-016842-sow7k53m 198 8 that that IN cord-016842-sow7k53m 198 9 the the DT cord-016842-sow7k53m 198 10 set set NN cord-016842-sow7k53m 198 11 of of IN cord-016842-sow7k53m 198 12 popular popular JJ cord-016842-sow7k53m 198 13 news news NN cord-016842-sow7k53m 198 14 items item NNS cord-016842-sow7k53m 198 15 that that WDT cord-016842-sow7k53m 198 16 females female NNS cord-016842-sow7k53m 198 17 consume consume VBP cord-016842-sow7k53m 198 18 is be VBZ cord-016842-sow7k53m 198 19 very very RB cord-016842-sow7k53m 198 20 different different JJ cord-016842-sow7k53m 198 21 from from IN cord-016842-sow7k53m 198 22 what what WP cord-016842-sow7k53m 198 23 males male NNS cord-016842-sow7k53m 198 24 read read VBP cord-016842-sow7k53m 198 25 . . . cord-016842-sow7k53m 198 26 _SP cord-016842-sow7k53m 199 1 We -PRON- PRP cord-016842-sow7k53m 199 2 have have VBP cord-016842-sow7k53m 199 3 shown show VBN cord-016842-sow7k53m 199 4 that that IN cord-016842-sow7k53m 199 5 there there EX cord-016842-sow7k53m 199 6 is be VBZ cord-016842-sow7k53m 199 7 a a DT cord-016842-sow7k53m 199 8 striking striking JJ cord-016842-sow7k53m 199 9 difference difference NN cord-016842-sow7k53m 199 10 between between IN cord-016842-sow7k53m 199 11 the the DT cord-016842-sow7k53m 199 12 popular popular JJ cord-016842-sow7k53m 199 13 news news NN cord-016842-sow7k53m 199 14 items item NNS cord-016842-sow7k53m 199 15 for for IN cord-016842-sow7k53m 199 16 the the DT cord-016842-sow7k53m 199 17 male male JJ cord-016842-sow7k53m 199 18 groups group NNS cord-016842-sow7k53m 199 19 and and CC cord-016842-sow7k53m 199 20 those those DT cord-016842-sow7k53m 199 21 of of IN cord-016842-sow7k53m 199 22 the the DT cord-016842-sow7k53m 199 23 female female JJ cord-016842-sow7k53m 199 24 groups group NNS cord-016842-sow7k53m 199 25 . . . cord-016842-sow7k53m 200 1 Now now RB cord-016842-sow7k53m 200 2 , , , cord-016842-sow7k53m 200 3 we -PRON- PRP cord-016842-sow7k53m 200 4 will will MD cord-016842-sow7k53m 200 5 examine examine VB cord-016842-sow7k53m 200 6 the the DT cord-016842-sow7k53m 200 7 news news NN cord-016842-sow7k53m 200 8 consumption consumption NN cord-016842-sow7k53m 200 9 of of IN cord-016842-sow7k53m 200 10 those those DT cord-016842-sow7k53m 200 11 groups group NNS cord-016842-sow7k53m 200 12 in in IN cord-016842-sow7k53m 200 13 terms term NNS cord-016842-sow7k53m 200 14 of of IN cord-016842-sow7k53m 200 15 sectional sectional JJ cord-016842-sow7k53m 200 16 interests interest NNS cord-016842-sow7k53m 200 17 . . . cord-016842-sow7k53m 201 1 This this DT cord-016842-sow7k53m 201 2 analysis analysis NN cord-016842-sow7k53m 201 3 will will MD cord-016842-sow7k53m 201 4 tell tell VB cord-016842-sow7k53m 201 5 us -PRON- PRP cord-016842-sow7k53m 201 6 whether whether IN cord-016842-sow7k53m 201 7 the the DT cord-016842-sow7k53m 201 8 existing exist VBG cord-016842-sow7k53m 201 9 framework framework NN cord-016842-sow7k53m 201 10 of of IN cord-016842-sow7k53m 201 11 news news NN cord-016842-sow7k53m 201 12 consumption consumption NN cord-016842-sow7k53m 201 13 based base VBN cord-016842-sow7k53m 201 14 on on IN cord-016842-sow7k53m 201 15 sex sex NN cord-016842-sow7k53m 201 16 or or CC cord-016842-sow7k53m 201 17 age age NN cord-016842-sow7k53m 201 18 is be VBZ cord-016842-sow7k53m 201 19 also also RB cord-016842-sow7k53m 201 20 found find VBN cord-016842-sow7k53m 201 21 in in IN cord-016842-sow7k53m 201 22 Korea Korea NNP cord-016842-sow7k53m 201 23 . . . cord-016842-sow7k53m 202 1 For for IN cord-016842-sow7k53m 202 2 each each DT cord-016842-sow7k53m 202 3 group group NN cord-016842-sow7k53m 202 4 g g NN cord-016842-sow7k53m 202 5 , , , cord-016842-sow7k53m 202 6 we -PRON- PRP cord-016842-sow7k53m 202 7 created create VBD cord-016842-sow7k53m 202 8 a a DT cord-016842-sow7k53m 202 9 vector vector NN cord-016842-sow7k53m 202 10 S s NN cord-016842-sow7k53m 202 11 g g NN cord-016842-sow7k53m 202 12 = = NN cord-016842-sow7k53m 203 1 ( ( -LRB- cord-016842-sow7k53m 203 2 w w NNP cord-016842-sow7k53m 203 3 1,g 1,g CD cord-016842-sow7k53m 203 4 , , , cord-016842-sow7k53m 203 5 w w NN cord-016842-sow7k53m 203 6 2,g 2,g CD cord-016842-sow7k53m 203 7 , , , cord-016842-sow7k53m 203 8 . . . cord-016842-sow7k53m 203 9 . . . cord-016842-sow7k53m 203 10 . . . cord-016842-sow7k53m 203 11 , , , cord-016842-sow7k53m 203 12 w w NNP cord-016842-sow7k53m 203 13 s s NNP cord-016842-sow7k53m 203 14 , , , cord-016842-sow7k53m 203 15 g g NNP cord-016842-sow7k53m 203 16 ) ) -RRB- cord-016842-sow7k53m 203 17 in in IN cord-016842-sow7k53m 203 18 which which WDT cord-016842-sow7k53m 203 19 each each DT cord-016842-sow7k53m 203 20 dimension dimension NN cord-016842-sow7k53m 203 21 corresponded correspond VBD cord-016842-sow7k53m 203 22 to to IN cord-016842-sow7k53m 203 23 a a DT cord-016842-sow7k53m 203 24 predefined predefined JJ cord-016842-sow7k53m 203 25 section section NN cord-016842-sow7k53m 203 26 from from IN cord-016842-sow7k53m 203 27 Daum Daum NNP cord-016842-sow7k53m 203 28 News News NNP cord-016842-sow7k53m 203 29 where where WRB cord-016842-sow7k53m 203 30 s s NN cord-016842-sow7k53m 203 31 = = SYM cord-016842-sow7k53m 203 32 7 7 CD cord-016842-sow7k53m 203 33 in in IN cord-016842-sow7k53m 203 34 our -PRON- PRP$ cord-016842-sow7k53m 203 35 case case NN cord-016842-sow7k53m 203 36 ( ( -LRB- cord-016842-sow7k53m 203 37 see see VB cord-016842-sow7k53m 203 38 7 7 CD cord-016842-sow7k53m 203 39 sections section NNS cord-016842-sow7k53m 203 40 in in IN cord-016842-sow7k53m 203 41 Fig Fig NNP cord-016842-sow7k53m 203 42 . . NNP cord-016842-sow7k53m 203 43 2 2 CD cord-016842-sow7k53m 203 44 ) ) -RRB- cord-016842-sow7k53m 203 45 . . . cord-016842-sow7k53m 204 1 The the DT cord-016842-sow7k53m 204 2 weight weight NN cord-016842-sow7k53m 204 3 w w NNP cord-016842-sow7k53m 204 4 s s NNP cord-016842-sow7k53m 204 5 , , , cord-016842-sow7k53m 204 6 g g NNP cord-016842-sow7k53m 204 7 was be VBD cord-016842-sow7k53m 204 8 computed compute VBN cord-016842-sow7k53m 204 9 by by IN cord-016842-sow7k53m 204 10 the the DT cord-016842-sow7k53m 204 11 proportion proportion NN cord-016842-sow7k53m 204 12 of of IN cord-016842-sow7k53m 204 13 the the DT cord-016842-sow7k53m 204 14 news news NN cord-016842-sow7k53m 204 15 items item NNS cord-016842-sow7k53m 204 16 in in IN cord-016842-sow7k53m 204 17 the the DT cord-016842-sow7k53m 204 18 section section NN cord-016842-sow7k53m 204 19 s s NN cord-016842-sow7k53m 204 20 for for IN cord-016842-sow7k53m 204 21 the the DT cord-016842-sow7k53m 204 22 group group NN cord-016842-sow7k53m 204 23 g. g. NNP cord-016842-sow7k53m 205 1 We -PRON- PRP cord-016842-sow7k53m 205 2 then then RB cord-016842-sow7k53m 205 3 computed compute VBD cord-016842-sow7k53m 205 4 the the DT cord-016842-sow7k53m 205 5 cosine cosine NN cord-016842-sow7k53m 205 6 similarity similarity NN cord-016842-sow7k53m 205 7 between between IN cord-016842-sow7k53m 205 8 two two CD cord-016842-sow7k53m 205 9 vectors vector NNS cord-016842-sow7k53m 205 10 to to TO cord-016842-sow7k53m 205 11 compare compare VB cord-016842-sow7k53m 205 12 the the DT cord-016842-sow7k53m 205 13 sectional sectional JJ cord-016842-sow7k53m 205 14 interests interest NNS cord-016842-sow7k53m 205 15 of of IN cord-016842-sow7k53m 205 16 two two CD cord-016842-sow7k53m 205 17 groups group NNS cord-016842-sow7k53m 205 18 . . . cord-016842-sow7k53m 206 1 The the DT cord-016842-sow7k53m 206 2 results result NNS cord-016842-sow7k53m 206 3 are be VBP cord-016842-sow7k53m 206 4 shown show VBN cord-016842-sow7k53m 206 5 in in IN cord-016842-sow7k53m 206 6 Fig Fig NNP cord-016842-sow7k53m 206 7 . . . cord-016842-sow7k53m 206 8 3(b 3(b LS cord-016842-sow7k53m 206 9 ) ) -RRB- cord-016842-sow7k53m 206 10 as as IN cord-016842-sow7k53m 206 11 a a DT cord-016842-sow7k53m 206 12 heatmap heatmap NN cord-016842-sow7k53m 206 13 . . . cord-016842-sow7k53m 207 1 For for IN cord-016842-sow7k53m 207 2 female female JJ cord-016842-sow7k53m 207 3 groups group NNS cord-016842-sow7k53m 207 4 , , , cord-016842-sow7k53m 207 5 we -PRON- PRP cord-016842-sow7k53m 207 6 find find VBP cord-016842-sow7k53m 207 7 high high JJ cord-016842-sow7k53m 207 8 similarity similarity NN cord-016842-sow7k53m 207 9 scores score NNS cord-016842-sow7k53m 207 10 between between IN cord-016842-sow7k53m 207 11 all all DT cord-016842-sow7k53m 207 12 pairs pair NNS cord-016842-sow7k53m 207 13 ( ( -LRB- cord-016842-sow7k53m 207 14 > > NFP cord-016842-sow7k53m 207 15 0.97 0.97 CD cord-016842-sow7k53m 207 16 ) ) -RRB- cord-016842-sow7k53m 207 17 , , , cord-016842-sow7k53m 207 18 showing show VBG cord-016842-sow7k53m 207 19 that that IN cord-016842-sow7k53m 207 20 the the DT cord-016842-sow7k53m 207 21 proportion proportion NN cord-016842-sow7k53m 207 22 of of IN cord-016842-sow7k53m 207 23 news news NN cord-016842-sow7k53m 207 24 items item NNS cord-016842-sow7k53m 207 25 in in IN cord-016842-sow7k53m 207 26 each each DT cord-016842-sow7k53m 207 27 section section NN cord-016842-sow7k53m 207 28 is be VBZ cord-016842-sow7k53m 207 29 similar similar JJ cord-016842-sow7k53m 207 30 in in IN cord-016842-sow7k53m 207 31 each each DT cord-016842-sow7k53m 207 32 group group NN cord-016842-sow7k53m 207 33 . . . cord-016842-sow7k53m 208 1 A a DT cord-016842-sow7k53m 208 2 similar similar JJ cord-016842-sow7k53m 208 3 pattern pattern NN cord-016842-sow7k53m 208 4 is be VBZ cord-016842-sow7k53m 208 5 also also RB cord-016842-sow7k53m 208 6 observed observe VBN cord-016842-sow7k53m 208 7 for for IN cord-016842-sow7k53m 208 8 male male JJ cord-016842-sow7k53m 208 9 groups group NNS cord-016842-sow7k53m 208 10 but but CC cord-016842-sow7k53m 208 11 to to IN cord-016842-sow7k53m 208 12 a a DT cord-016842-sow7k53m 208 13 lesser less JJR cord-016842-sow7k53m 208 14 extent extent NN cord-016842-sow7k53m 208 15 , , , cord-016842-sow7k53m 208 16 and and CC cord-016842-sow7k53m 208 17 with with IN cord-016842-sow7k53m 208 18 one one CD cord-016842-sow7k53m 208 19 exception exception NN cord-016842-sow7k53m 208 20 , , , cord-016842-sow7k53m 208 21 Age50 Age50 NNP cord-016842-sow7k53m 208 22 Male Male NNP cord-016842-sow7k53m 208 23 , , , cord-016842-sow7k53m 208 24 which which WDT cord-016842-sow7k53m 208 25 shows show VBZ cord-016842-sow7k53m 208 26 a a DT cord-016842-sow7k53m 208 27 very very RB cord-016842-sow7k53m 208 28 different different JJ cord-016842-sow7k53m 208 29 sectional sectional JJ cord-016842-sow7k53m 208 30 interest interest NN cord-016842-sow7k53m 208 31 . . . cord-016842-sow7k53m 209 1 The the DT cord-016842-sow7k53m 209 2 reason reason NN cord-016842-sow7k53m 209 3 is be VBZ cord-016842-sow7k53m 209 4 that that IN cord-016842-sow7k53m 209 5 they -PRON- PRP cord-016842-sow7k53m 209 6 exclusively exclusively RB cord-016842-sow7k53m 209 7 read read VBD cord-016842-sow7k53m 209 8 political political JJ cord-016842-sow7k53m 209 9 news news NN cord-016842-sow7k53m 209 10 -83 -83 NNP cord-016842-sow7k53m 209 11 % % NN cord-016842-sow7k53m 209 12 of of IN cord-016842-sow7k53m 209 13 the the DT cord-016842-sow7k53m 209 14 top top JJ cord-016842-sow7k53m 209 15 30 30 CD cord-016842-sow7k53m 209 16 news news NN cord-016842-sow7k53m 209 17 items item NNS cord-016842-sow7k53m 209 18 for for IN cord-016842-sow7k53m 209 19 a a DT cord-016842-sow7k53m 209 20 one one CD cord-016842-sow7k53m 209 21 - - HYPH cord-016842-sow7k53m 209 22 year year NN cord-016842-sow7k53m 209 23 period period NN cord-016842-sow7k53m 209 24 are be VBP cord-016842-sow7k53m 209 25 about about IN cord-016842-sow7k53m 209 26 politics politic NNS cord-016842-sow7k53m 209 27 ( ( -LRB- cord-016842-sow7k53m 209 28 see see VB cord-016842-sow7k53m 209 29 Fig Fig NNP cord-016842-sow7k53m 209 30 . . NNP cord-016842-sow7k53m 209 31 2 2 CD cord-016842-sow7k53m 209 32 ) ) -RRB- cord-016842-sow7k53m 209 33 . . . cord-016842-sow7k53m 210 1 Male male JJ cord-016842-sow7k53m 210 2 groups group NNS cord-016842-sow7k53m 210 3 are be VBP cord-016842-sow7k53m 210 4 further far RBR cord-016842-sow7k53m 210 5 split split VBN cord-016842-sow7k53m 210 6 into into IN cord-016842-sow7k53m 210 7 two two CD cord-016842-sow7k53m 210 8 groups group NNS cord-016842-sow7k53m 210 9 , , , cord-016842-sow7k53m 210 10 as as IN cord-016842-sow7k53m 210 11 Age10 Age10 NNP cord-016842-sow7k53m 210 12 Male Male NNP cord-016842-sow7k53m 210 13 and and CC cord-016842-sow7k53m 210 14 Age20 Age20 NNP cord-016842-sow7k53m 210 15 Male Male NNP cord-016842-sow7k53m 210 16 are be VBP cord-016842-sow7k53m 210 17 more more RBR cord-016842-sow7k53m 210 18 similar similar JJ cord-016842-sow7k53m 210 19 to to IN cord-016842-sow7k53m 210 20 female female JJ cord-016842-sow7k53m 210 21 groups group NNS cord-016842-sow7k53m 210 22 , , , cord-016842-sow7k53m 210 23 but but CC cord-016842-sow7k53m 210 24 Age30 Age30 NNP cord-016842-sow7k53m 210 25 Male Male NNP cord-016842-sow7k53m 210 26 and and CC cord-016842-sow7k53m 210 27 Age40 Age40 NNP cord-016842-sow7k53m 210 28 Male Male NNP cord-016842-sow7k53m 210 29 have have VBP cord-016842-sow7k53m 210 30 sectional sectional JJ cord-016842-sow7k53m 210 31 interests interest NNS cord-016842-sow7k53m 210 32 distinct distinct JJ cord-016842-sow7k53m 210 33 from from IN cord-016842-sow7k53m 210 34 those those DT cord-016842-sow7k53m 210 35 of of IN cord-016842-sow7k53m 210 36 female female JJ cord-016842-sow7k53m 210 37 groups group NNS cord-016842-sow7k53m 210 38 . . . cord-016842-sow7k53m 211 1 This this DT cord-016842-sow7k53m 211 2 partly partly RB cord-016842-sow7k53m 211 3 supports support VBZ cord-016842-sow7k53m 211 4 the the DT cord-016842-sow7k53m 211 5 traditional traditional JJ cord-016842-sow7k53m 211 6 sex sex NN cord-016842-sow7k53m 211 7 - - HYPH cord-016842-sow7k53m 211 8 typed type VBN cord-016842-sow7k53m 211 9 news news NN cord-016842-sow7k53m 211 10 consumption consumption NN cord-016842-sow7k53m 211 11 theory theory NN cord-016842-sow7k53m 211 12 -our -our . cord-016842-sow7k53m 212 1 data datum NNS cord-016842-sow7k53m 212 2 set set VBN cord-016842-sow7k53m 212 3 also also RB cord-016842-sow7k53m 212 4 shows show VBZ cord-016842-sow7k53m 212 5 different different JJ cord-016842-sow7k53m 212 6 sectional sectional JJ cord-016842-sow7k53m 212 7 preferences preference NNS cord-016842-sow7k53m 212 8 in in IN cord-016842-sow7k53m 212 9 different different JJ cord-016842-sow7k53m 212 10 gender gender NN cord-016842-sow7k53m 212 11 groups group NNS cord-016842-sow7k53m 212 12 . . . cord-016842-sow7k53m 213 1 However however RB cord-016842-sow7k53m 213 2 , , , cord-016842-sow7k53m 213 3 we -PRON- PRP cord-016842-sow7k53m 213 4 find find VBP cord-016842-sow7k53m 213 5 such such JJ cord-016842-sow7k53m 213 6 differences difference NNS cord-016842-sow7k53m 213 7 are be VBP cord-016842-sow7k53m 213 8 driven drive VBN cord-016842-sow7k53m 213 9 more more JJR cord-016842-sow7k53m 213 10 by by IN cord-016842-sow7k53m 213 11 Age30 Age30 NNP cord-016842-sow7k53m 213 12 Male Male NNP cord-016842-sow7k53m 213 13 and and CC cord-016842-sow7k53m 213 14 Age40 Age40 NNP cord-016842-sow7k53m 213 15 Male Male NNP cord-016842-sow7k53m 213 16 and and CC cord-016842-sow7k53m 213 17 less less JJR cord-016842-sow7k53m 213 18 by by IN cord-016842-sow7k53m 213 19 Age10 Age10 NNP cord-016842-sow7k53m 213 20 Male Male NNP cord-016842-sow7k53m 213 21 and and CC cord-016842-sow7k53m 213 22 Age20 Age20 NNP cord-016842-sow7k53m 213 23 Male Male NNP cord-016842-sow7k53m 213 24 . . . cord-016842-sow7k53m 214 1 In in IN cord-016842-sow7k53m 214 2 summary summary NN cord-016842-sow7k53m 214 3 , , , cord-016842-sow7k53m 214 4 the the DT cord-016842-sow7k53m 214 5 sectional sectional JJ cord-016842-sow7k53m 214 6 interests interest NNS cord-016842-sow7k53m 214 7 seem seem VBP cord-016842-sow7k53m 214 8 to to TO cord-016842-sow7k53m 214 9 be be VB cord-016842-sow7k53m 214 10 alike alike RB cord-016842-sow7k53m 214 11 across across IN cord-016842-sow7k53m 214 12 all all DT cord-016842-sow7k53m 214 13 groups group NNS cord-016842-sow7k53m 214 14 except except IN cord-016842-sow7k53m 214 15 Age50 Age50 NNP cord-016842-sow7k53m 214 16 Male Male NNP cord-016842-sow7k53m 214 17 . . . cord-016842-sow7k53m 215 1 Considering consider VBG cord-016842-sow7k53m 215 2 that that IN cord-016842-sow7k53m 215 3 news news NN cord-016842-sow7k53m 215 4 consumption consumption NN cord-016842-sow7k53m 215 5 largely largely RB cord-016842-sow7k53m 215 6 depends depend VBZ cord-016842-sow7k53m 215 7 on on IN cord-016842-sow7k53m 215 8 current current JJ cord-016842-sow7k53m 215 9 , , , cord-016842-sow7k53m 215 10 local local JJ cord-016842-sow7k53m 215 11 issues issue NNS cord-016842-sow7k53m 215 12 , , , cord-016842-sow7k53m 215 13 this this DT cord-016842-sow7k53m 215 14 could could MD cord-016842-sow7k53m 215 15 make make VB cord-016842-sow7k53m 215 16 sense sense NN cord-016842-sow7k53m 215 17 . . . cord-016842-sow7k53m 216 1 However however RB cord-016842-sow7k53m 216 2 , , , cord-016842-sow7k53m 216 3 given give VBN cord-016842-sow7k53m 216 4 the the DT cord-016842-sow7k53m 216 5 striking strike VBG cord-016842-sow7k53m 216 6 differences difference NNS cord-016842-sow7k53m 216 7 in in IN cord-016842-sow7k53m 216 8 common common JJ cord-016842-sow7k53m 216 9 news news NN cord-016842-sow7k53m 216 10 items item NNS cord-016842-sow7k53m 216 11 , , , cord-016842-sow7k53m 216 12 the the DT cord-016842-sow7k53m 216 13 fact fact NN cord-016842-sow7k53m 216 14 that that IN cord-016842-sow7k53m 216 15 groups group NNS cord-016842-sow7k53m 216 16 largely largely RB cord-016842-sow7k53m 216 17 share share VBP cord-016842-sow7k53m 216 18 sectional sectional JJ cord-016842-sow7k53m 216 19 interests interest NNS cord-016842-sow7k53m 216 20 is be VBZ cord-016842-sow7k53m 216 21 still still RB cord-016842-sow7k53m 216 22 surprising surprising JJ cord-016842-sow7k53m 216 23 . . . cord-016842-sow7k53m 217 1 We -PRON- PRP cord-016842-sow7k53m 217 2 now now RB cord-016842-sow7k53m 217 3 move move VBP cord-016842-sow7k53m 217 4 onto onto IN cord-016842-sow7k53m 217 5 the the DT cord-016842-sow7k53m 217 6 similarities similarity NNS cord-016842-sow7k53m 217 7 in in IN cord-016842-sow7k53m 217 8 the the DT cord-016842-sow7k53m 217 9 topics topic NNS cord-016842-sow7k53m 217 10 that that WDT cord-016842-sow7k53m 217 11 different different JJ cord-016842-sow7k53m 217 12 groups group NNS cord-016842-sow7k53m 217 13 consume consume VBP cord-016842-sow7k53m 217 14 . . . cord-016842-sow7k53m 218 1 Given give VBN cord-016842-sow7k53m 218 2 that that DT cord-016842-sow7k53m 218 3 sectional sectional JJ cord-016842-sow7k53m 218 4 interests interest NNS cord-016842-sow7k53m 218 5 are be VBP cord-016842-sow7k53m 218 6 similar similar JJ cord-016842-sow7k53m 218 7 among among IN cord-016842-sow7k53m 218 8 groups group NNS cord-016842-sow7k53m 218 9 , , , cord-016842-sow7k53m 218 10 but but CC cord-016842-sow7k53m 218 11 not not RB cord-016842-sow7k53m 218 12 the the DT cord-016842-sow7k53m 218 13 actual actual JJ cord-016842-sow7k53m 218 14 news news NN cord-016842-sow7k53m 218 15 items item NNS cord-016842-sow7k53m 218 16 , , , cord-016842-sow7k53m 218 17 it -PRON- PRP cord-016842-sow7k53m 218 18 is be VBZ cord-016842-sow7k53m 218 19 intuitive intuitive JJ cord-016842-sow7k53m 218 20 to to TO cord-016842-sow7k53m 218 21 think think VB cord-016842-sow7k53m 218 22 that that IN cord-016842-sow7k53m 218 23 even even RB cord-016842-sow7k53m 218 24 if if IN cord-016842-sow7k53m 218 25 two two CD cord-016842-sow7k53m 218 26 groups group NNS cord-016842-sow7k53m 218 27 are be VBP cord-016842-sow7k53m 218 28 visiting visit VBG cord-016842-sow7k53m 218 29 the the DT cord-016842-sow7k53m 218 30 same same JJ cord-016842-sow7k53m 218 31 news news NN cord-016842-sow7k53m 218 32 section section NN cord-016842-sow7k53m 218 33 , , , cord-016842-sow7k53m 218 34 such such JJ cord-016842-sow7k53m 218 35 as as IN cord-016842-sow7k53m 218 36 Society Society NNP cord-016842-sow7k53m 218 37 , , , cord-016842-sow7k53m 218 38 they -PRON- PRP cord-016842-sow7k53m 218 39 might may MD cord-016842-sow7k53m 218 40 consume consume VB cord-016842-sow7k53m 218 41 different different JJ cord-016842-sow7k53m 218 42 topics topic NNS cord-016842-sow7k53m 218 43 -older -older : cord-016842-sow7k53m 218 44 people people NNS cord-016842-sow7k53m 218 45 might may MD cord-016842-sow7k53m 218 46 read read VB cord-016842-sow7k53m 218 47 more more JJR cord-016842-sow7k53m 218 48 about about IN cord-016842-sow7k53m 218 49 " " `` cord-016842-sow7k53m 218 50 Baby Baby NNP cord-016842-sow7k53m 218 51 killer killer NN cord-016842-sow7k53m 218 52 " " '' cord-016842-sow7k53m 218 53 while while IN cord-016842-sow7k53m 218 54 young young JJ cord-016842-sow7k53m 218 55 people people NNS cord-016842-sow7k53m 218 56 read read VBD cord-016842-sow7k53m 218 57 more more JJR cord-016842-sow7k53m 218 58 about about IN cord-016842-sow7k53m 218 59 " " `` cord-016842-sow7k53m 218 60 Violence violence NN cord-016842-sow7k53m 218 61 at at IN cord-016842-sow7k53m 218 62 school school NN cord-016842-sow7k53m 218 63 . . . cord-016842-sow7k53m 219 1 " " '' cord-016842-sow7k53m 220 1 To to TO cord-016842-sow7k53m 220 2 investigate investigate VB cord-016842-sow7k53m 220 3 such such JJ cord-016842-sow7k53m 220 4 topic topic NN cord-016842-sow7k53m 220 5 - - HYPH cord-016842-sow7k53m 220 6 specific specific JJ cord-016842-sow7k53m 220 7 differences difference NNS cord-016842-sow7k53m 220 8 in in IN cord-016842-sow7k53m 220 9 news news NN cord-016842-sow7k53m 220 10 consumption consumption NN cord-016842-sow7k53m 220 11 , , , cord-016842-sow7k53m 220 12 we -PRON- PRP cord-016842-sow7k53m 220 13 map map VBP cord-016842-sow7k53m 220 14 each each DT cord-016842-sow7k53m 220 15 news news NN cord-016842-sow7k53m 220 16 item item NN cord-016842-sow7k53m 220 17 to to IN cord-016842-sow7k53m 220 18 a a DT cord-016842-sow7k53m 220 19 specific specific JJ cord-016842-sow7k53m 220 20 topic topic NN cord-016842-sow7k53m 220 21 . . . cord-016842-sow7k53m 221 1 The the DT cord-016842-sow7k53m 221 2 topics topic NNS cord-016842-sow7k53m 221 3 are be VBP cord-016842-sow7k53m 221 4 identified identify VBN cord-016842-sow7k53m 221 5 by by IN cord-016842-sow7k53m 221 6 the the DT cord-016842-sow7k53m 221 7 method method NN cord-016842-sow7k53m 221 8 we -PRON- PRP cord-016842-sow7k53m 221 9 described describe VBD cord-016842-sow7k53m 221 10 in in IN cord-016842-sow7k53m 221 11 Sect Sect NNP cord-016842-sow7k53m 221 12 . . . cord-016842-sow7k53m 222 1 4.3 4.3 CD cord-016842-sow7k53m 222 2 . . . cord-016842-sow7k53m 223 1 Then then RB cord-016842-sow7k53m 223 2 , , , cord-016842-sow7k53m 223 3 we -PRON- PRP cord-016842-sow7k53m 223 4 quantify quantify VBP cord-016842-sow7k53m 223 5 the the DT cord-016842-sow7k53m 223 6 importance importance NN cord-016842-sow7k53m 223 7 or or CC cord-016842-sow7k53m 223 8 the the DT cord-016842-sow7k53m 223 9 level level NN cord-016842-sow7k53m 223 10 of of IN cord-016842-sow7k53m 223 11 attention attention NN cord-016842-sow7k53m 223 12 to to IN cord-016842-sow7k53m 223 13 a a DT cord-016842-sow7k53m 223 14 specific specific JJ cord-016842-sow7k53m 223 15 topic topic NN cord-016842-sow7k53m 223 16 for for IN cord-016842-sow7k53m 223 17 a a DT cord-016842-sow7k53m 223 18 group group NN cord-016842-sow7k53m 223 19 by by IN cord-016842-sow7k53m 223 20 computing compute VBG cord-016842-sow7k53m 223 21 the the DT cord-016842-sow7k53m 223 22 lifespan lifespan NN cord-016842-sow7k53m 223 23 . . . cord-016842-sow7k53m 224 1 We -PRON- PRP cord-016842-sow7k53m 224 2 define define VBP cord-016842-sow7k53m 224 3 the the DT cord-016842-sow7k53m 224 4 lifespan lifespan NN cord-016842-sow7k53m 224 5 of of IN cord-016842-sow7k53m 224 6 a a DT cord-016842-sow7k53m 224 7 topic topic NN cord-016842-sow7k53m 224 8 as as IN cord-016842-sow7k53m 224 9 the the DT cord-016842-sow7k53m 224 10 longest long JJS cord-016842-sow7k53m 224 11 period period NN cord-016842-sow7k53m 224 12 of of IN cord-016842-sow7k53m 224 13 time time NN cord-016842-sow7k53m 224 14 when when WRB cord-016842-sow7k53m 224 15 that that DT cord-016842-sow7k53m 224 16 topic topic NN cord-016842-sow7k53m 224 17 appeared appear VBD cord-016842-sow7k53m 224 18 on on IN cord-016842-sow7k53m 224 19 the the DT cord-016842-sow7k53m 224 20 top top JJ cord-016842-sow7k53m 224 21 30 30 CD cord-016842-sow7k53m 224 22 list list NN cord-016842-sow7k53m 224 23 for for IN cord-016842-sow7k53m 224 24 each each DT cord-016842-sow7k53m 224 25 group group NN cord-016842-sow7k53m 224 26 . . . cord-016842-sow7k53m 225 1 We -PRON- PRP cord-016842-sow7k53m 225 2 then then RB cord-016842-sow7k53m 225 3 measure measure VBP cord-016842-sow7k53m 225 4 the the DT cord-016842-sow7k53m 225 5 similarities similarity NNS cord-016842-sow7k53m 225 6 between between IN cord-016842-sow7k53m 225 7 groups group NNS cord-016842-sow7k53m 225 8 based base VBN cord-016842-sow7k53m 225 9 on on IN cord-016842-sow7k53m 225 10 the the DT cord-016842-sow7k53m 225 11 importance importance NN cord-016842-sow7k53m 225 12 of of IN cord-016842-sow7k53m 225 13 the the DT cord-016842-sow7k53m 225 14 different different JJ cord-016842-sow7k53m 225 15 topics topic NNS cord-016842-sow7k53m 225 16 . . . cord-016842-sow7k53m 226 1 We -PRON- PRP cord-016842-sow7k53m 226 2 select select VBP cord-016842-sow7k53m 226 3 topics topic NNS cord-016842-sow7k53m 226 4 that that WDT cord-016842-sow7k53m 226 5 are be VBP cord-016842-sow7k53m 226 6 consumed consume VBN cord-016842-sow7k53m 226 7 by by IN cord-016842-sow7k53m 226 8 at at RB cord-016842-sow7k53m 226 9 least least RBS cord-016842-sow7k53m 226 10 two two CD cord-016842-sow7k53m 226 11 groups group NNS cord-016842-sow7k53m 226 12 , , , cord-016842-sow7k53m 226 13 resulting result VBG cord-016842-sow7k53m 226 14 in in IN cord-016842-sow7k53m 226 15 36,134 36,134 CD cord-016842-sow7k53m 226 16 topics topic NNS cord-016842-sow7k53m 226 17 and and CC cord-016842-sow7k53m 226 18 compute compute VB cord-016842-sow7k53m 226 19 each each DT cord-016842-sow7k53m 226 20 topic topic NN cord-016842-sow7k53m 226 21 's 's POS cord-016842-sow7k53m 226 22 lifespan lifespan NN cord-016842-sow7k53m 226 23 for for IN cord-016842-sow7k53m 226 24 each each DT cord-016842-sow7k53m 226 25 group group NN cord-016842-sow7k53m 226 26 . . . cord-016842-sow7k53m 227 1 This this DT cord-016842-sow7k53m 227 2 gives give VBZ cord-016842-sow7k53m 227 3 us -PRON- PRP cord-016842-sow7k53m 227 4 a a DT cord-016842-sow7k53m 227 5 ranked ranked JJ cord-016842-sow7k53m 227 6 list list NN cord-016842-sow7k53m 227 7 of of IN cord-016842-sow7k53m 227 8 topics topic NNS cord-016842-sow7k53m 227 9 for for IN cord-016842-sow7k53m 227 10 each each DT cord-016842-sow7k53m 227 11 group group NN cord-016842-sow7k53m 227 12 , , , cord-016842-sow7k53m 227 13 and and CC cord-016842-sow7k53m 227 14 we -PRON- PRP cord-016842-sow7k53m 227 15 use use VBP cord-016842-sow7k53m 227 16 Spearman Spearman NNP cord-016842-sow7k53m 227 17 's 's POS cord-016842-sow7k53m 227 18 rank rank NN cord-016842-sow7k53m 227 19 correlation correlation NN cord-016842-sow7k53m 227 20 coefficient coefficient NN cord-016842-sow7k53m 227 21 ( ( -LRB- cord-016842-sow7k53m 227 22 ρ ρ NFP cord-016842-sow7k53m 227 23 ) ) -RRB- cord-016842-sow7k53m 227 24 to to TO cord-016842-sow7k53m 227 25 compare compare VB cord-016842-sow7k53m 227 26 the the DT cord-016842-sow7k53m 227 27 two two CD cord-016842-sow7k53m 227 28 ranked rank VBN cord-016842-sow7k53m 227 29 lists list NNS cord-016842-sow7k53m 227 30 . . . cord-016842-sow7k53m 228 1 Figure figure NN cord-016842-sow7k53m 228 2 3(c 3(c CD cord-016842-sow7k53m 228 3 ) ) -RRB- cord-016842-sow7k53m 228 4 shows show VBZ cord-016842-sow7k53m 228 5 the the DT cord-016842-sow7k53m 228 6 results result NNS cord-016842-sow7k53m 228 7 as as IN cord-016842-sow7k53m 228 8 a a DT cord-016842-sow7k53m 228 9 heatmap heatmap NN cord-016842-sow7k53m 228 10 . . . cord-016842-sow7k53m 229 1 All all DT cord-016842-sow7k53m 229 2 pairs pair NNS cord-016842-sow7k53m 229 3 of of IN cord-016842-sow7k53m 229 4 rankings ranking NNS cord-016842-sow7k53m 229 5 are be VBP cord-016842-sow7k53m 229 6 statistically statistically RB cord-016842-sow7k53m 229 7 significantly significantly RB cord-016842-sow7k53m 229 8 different different JJ cord-016842-sow7k53m 229 9 ( ( -LRB- cord-016842-sow7k53m 229 10 p p NN cord-016842-sow7k53m 229 11 < < XX cord-016842-sow7k53m 229 12 0.05 0.05 CD cord-016842-sow7k53m 229 13 ) ) -RRB- cord-016842-sow7k53m 229 14 . . . cord-016842-sow7k53m 230 1 In in IN cord-016842-sow7k53m 230 2 this this DT cord-016842-sow7k53m 230 3 heatmap heatmap NN cord-016842-sow7k53m 230 4 , , , cord-016842-sow7k53m 230 5 we -PRON- PRP cord-016842-sow7k53m 230 6 compare compare VBP cord-016842-sow7k53m 230 7 pairs pair NNS cord-016842-sow7k53m 230 8 of of IN cord-016842-sow7k53m 230 9 values value NNS cord-016842-sow7k53m 230 10 . . . cord-016842-sow7k53m 231 1 For for IN cord-016842-sow7k53m 231 2 example example NN cord-016842-sow7k53m 231 3 , , , cord-016842-sow7k53m 231 4 a a DT cord-016842-sow7k53m 231 5 value value NN cord-016842-sow7k53m 231 6 of of IN cord-016842-sow7k53m 231 7 0.9 0.9 CD cord-016842-sow7k53m 231 8 between between IN cord-016842-sow7k53m 231 9 Age40 Age40 NNP cord-016842-sow7k53m 231 10 Female Female NNP cord-016842-sow7k53m 231 11 and and CC cord-016842-sow7k53m 231 12 Age40 Age40 NNP cord-016842-sow7k53m 231 13 Male Male NNP cord-016842-sow7k53m 231 14 is be VBZ cord-016842-sow7k53m 231 15 hard hard JJ cord-016842-sow7k53m 231 16 to to TO cord-016842-sow7k53m 231 17 interpret interpret VB cord-016842-sow7k53m 231 18 by by IN cord-016842-sow7k53m 231 19 itself -PRON- PRP cord-016842-sow7k53m 231 20 . . . cord-016842-sow7k53m 232 1 Comparing compare VBG cord-016842-sow7k53m 232 2 one one CD cord-016842-sow7k53m 232 3 similarity similarity NN cord-016842-sow7k53m 232 4 score score NN cord-016842-sow7k53m 232 5 to to IN cord-016842-sow7k53m 232 6 other other JJ cord-016842-sow7k53m 232 7 entries entry NNS cord-016842-sow7k53m 232 8 , , , cord-016842-sow7k53m 232 9 one one PRP cord-016842-sow7k53m 232 10 observes observe VBZ cord-016842-sow7k53m 232 11 that that IN cord-016842-sow7k53m 232 12 this this DT cord-016842-sow7k53m 232 13 value value NN cord-016842-sow7k53m 232 14 is be VBZ cord-016842-sow7k53m 232 15 higher high JJR cord-016842-sow7k53m 232 16 to to IN cord-016842-sow7k53m 232 17 that that DT cord-016842-sow7k53m 232 18 for for IN cord-016842-sow7k53m 232 19 the the DT cord-016842-sow7k53m 232 20 ' ' `` cord-016842-sow7k53m 232 21 Age40 Age40 NNP cord-016842-sow7k53m 232 22 Male Male NNP cord-016842-sow7k53m 232 23 ' ' POS cord-016842-sow7k53m 232 24 -'Age30 -'Age30 . cord-016842-sow7k53m 232 25 Male male JJ cord-016842-sow7k53m 232 26 ' ' POS cord-016842-sow7k53m 232 27 pair pair NN cord-016842-sow7k53m 232 28 or or CC cord-016842-sow7k53m 232 29 ' ' '' cord-016842-sow7k53m 232 30 Age40 Age40 NNP cord-016842-sow7k53m 232 31 Male Male NNP cord-016842-sow7k53m 232 32 ' ' POS cord-016842-sow7k53m 232 33 -'Age50 -'Age50 : cord-016842-sow7k53m 232 34 Male Male NNP cord-016842-sow7k53m 232 35 ' ' POS cord-016842-sow7k53m 232 36 pair pair NN cord-016842-sow7k53m 232 37 . . . cord-016842-sow7k53m 233 1 Simply simply RB cord-016842-sow7k53m 233 2 put put VBN cord-016842-sow7k53m 233 3 , , , cord-016842-sow7k53m 233 4 one one PRP cord-016842-sow7k53m 233 5 could could MD cord-016842-sow7k53m 233 6 claim claim VB cord-016842-sow7k53m 233 7 that that IN cord-016842-sow7k53m 233 8 gender gender NN cord-016842-sow7k53m 233 9 differences difference NNS cord-016842-sow7k53m 233 10 lead lead VBP cord-016842-sow7k53m 233 11 to to IN cord-016842-sow7k53m 233 12 more more RBR cord-016842-sow7k53m 233 13 strongly strongly RB cord-016842-sow7k53m 233 14 pronounced pronounce VBN cord-016842-sow7k53m 233 15 news news NN cord-016842-sow7k53m 233 16 consumption consumption NN cord-016842-sow7k53m 233 17 than than IN cord-016842-sow7k53m 233 18 10 10 CD cord-016842-sow7k53m 233 19 years year NNS cord-016842-sow7k53m 233 20 of of IN cord-016842-sow7k53m 233 21 age age NN cord-016842-sow7k53m 233 22 difference difference NN cord-016842-sow7k53m 233 23 . . . cord-016842-sow7k53m 234 1 By by IN cord-016842-sow7k53m 234 2 comparing compare VBG cord-016842-sow7k53m 234 3 pairs pair NNS cord-016842-sow7k53m 234 4 of of IN cord-016842-sow7k53m 234 5 values value NNS cord-016842-sow7k53m 234 6 , , , cord-016842-sow7k53m 234 7 we -PRON- PRP cord-016842-sow7k53m 234 8 observe observe VBP cord-016842-sow7k53m 234 9 that that IN cord-016842-sow7k53m 234 10 age age NN cord-016842-sow7k53m 234 11 differences difference NNS cord-016842-sow7k53m 234 12 play play VBP cord-016842-sow7k53m 234 13 important important JJ cord-016842-sow7k53m 234 14 roles role NNS cord-016842-sow7k53m 234 15 in in IN cord-016842-sow7k53m 234 16 news news NN cord-016842-sow7k53m 234 17 consumption consumption NN cord-016842-sow7k53m 234 18 -a -a , cord-016842-sow7k53m 234 19 similar similar JJ cord-016842-sow7k53m 234 20 pattern pattern NN cord-016842-sow7k53m 234 21 was be VBD cord-016842-sow7k53m 234 22 also also RB cord-016842-sow7k53m 234 23 found find VBN cord-016842-sow7k53m 234 24 when when WRB cord-016842-sow7k53m 234 25 looking look VBG cord-016842-sow7k53m 234 26 at at IN cord-016842-sow7k53m 234 27 common common JJ cord-016842-sow7k53m 234 28 news news NN cord-016842-sow7k53m 234 29 items item NNS cord-016842-sow7k53m 234 30 in in IN cord-016842-sow7k53m 234 31 Sect Sect NNP cord-016842-sow7k53m 234 32 . . . cord-016842-sow7k53m 235 1 5.1 5.1 CD cord-016842-sow7k53m 235 2 . . . cord-016842-sow7k53m 236 1 Given give VBN cord-016842-sow7k53m 236 2 that that IN cord-016842-sow7k53m 236 3 a a DT cord-016842-sow7k53m 236 4 pair pair NN cord-016842-sow7k53m 236 5 of of IN cord-016842-sow7k53m 236 6 different different JJ cord-016842-sow7k53m 236 7 sex sex NN cord-016842-sow7k53m 236 8 groups group NNS cord-016842-sow7k53m 236 9 have have VBP cord-016842-sow7k53m 236 10 few few JJ cord-016842-sow7k53m 236 11 common common JJ cord-016842-sow7k53m 236 12 news news NN cord-016842-sow7k53m 236 13 items item NNS cord-016842-sow7k53m 236 14 consumed consume VBN cord-016842-sow7k53m 236 15 , , , cord-016842-sow7k53m 236 16 the the DT cord-016842-sow7k53m 236 17 high high JJ cord-016842-sow7k53m 236 18 similarity similarity NN cord-016842-sow7k53m 236 19 between between IN cord-016842-sow7k53m 236 20 two two CD cord-016842-sow7k53m 236 21 ranked ranked JJ cord-016842-sow7k53m 236 22 list list NN cord-016842-sow7k53m 236 23 of of IN cord-016842-sow7k53m 236 24 topics topic NNS cord-016842-sow7k53m 236 25 ( ( -LRB- cord-016842-sow7k53m 236 26 ρ ρ XX cord-016842-sow7k53m 236 27 > > XX cord-016842-sow7k53m 236 28 0.8 0.8 CD cord-016842-sow7k53m 236 29 ) ) -RRB- cord-016842-sow7k53m 236 30 is be VBZ cord-016842-sow7k53m 236 31 striking strike VBG cord-016842-sow7k53m 236 32 . . . cord-016842-sow7k53m 237 1 This this DT cord-016842-sow7k53m 237 2 means mean VBZ cord-016842-sow7k53m 237 3 that that IN cord-016842-sow7k53m 237 4 all all DT cord-016842-sow7k53m 237 5 users user NNS cord-016842-sow7k53m 237 6 of of IN cord-016842-sow7k53m 237 7 Daum Daum NNP cord-016842-sow7k53m 237 8 News News NNP cord-016842-sow7k53m 237 9 are be VBP cord-016842-sow7k53m 237 10 interested interested JJ cord-016842-sow7k53m 237 11 in in IN cord-016842-sow7k53m 237 12 similar similar JJ cord-016842-sow7k53m 237 13 topics topic NNS cord-016842-sow7k53m 237 14 , , , cord-016842-sow7k53m 237 15 but but CC cord-016842-sow7k53m 237 16 what what WP cord-016842-sow7k53m 237 17 they -PRON- PRP cord-016842-sow7k53m 237 18 read read VBP cord-016842-sow7k53m 237 19 is be VBZ cord-016842-sow7k53m 237 20 different different JJ cord-016842-sow7k53m 237 21 ; ; : cord-016842-sow7k53m 237 22 less less JJR cord-016842-sow7k53m 237 23 than than IN cord-016842-sow7k53m 237 24 10 10 CD cord-016842-sow7k53m 237 25 % % NN cord-016842-sow7k53m 237 26 of of IN cord-016842-sow7k53m 237 27 news news NN cord-016842-sow7k53m 237 28 items item NNS cord-016842-sow7k53m 237 29 on on IN cord-016842-sow7k53m 237 30 average average JJ cord-016842-sow7k53m 237 31 were be VBD cord-016842-sow7k53m 237 32 in in IN cord-016842-sow7k53m 237 33 common common JJ cord-016842-sow7k53m 237 34 for for IN cord-016842-sow7k53m 237 35 those those DT cord-016842-sow7k53m 237 36 pairs pair NNS cord-016842-sow7k53m 237 37 of of IN cord-016842-sow7k53m 237 38 different different JJ cord-016842-sow7k53m 237 39 sex sex NN cord-016842-sow7k53m 237 40 groups group NNS cord-016842-sow7k53m 237 41 while while IN cord-016842-sow7k53m 237 42 the the DT cord-016842-sow7k53m 237 43 average average JJ cord-016842-sow7k53m 237 44 ρ ρ NN cord-016842-sow7k53m 237 45 is be VBZ cord-016842-sow7k53m 237 46 0.65 0.65 CD cord-016842-sow7k53m 237 47 for for IN cord-016842-sow7k53m 237 48 these these DT cord-016842-sow7k53m 237 49 pairs pair NNS cord-016842-sow7k53m 237 50 . . . cord-016842-sow7k53m 238 1 We -PRON- PRP cord-016842-sow7k53m 238 2 also also RB cord-016842-sow7k53m 238 3 find find VBP cord-016842-sow7k53m 238 4 that that IN cord-016842-sow7k53m 238 5 two two CD cord-016842-sow7k53m 238 6 groups group NNS cord-016842-sow7k53m 238 7 , , , cord-016842-sow7k53m 238 8 Age10 Age10 NNP cord-016842-sow7k53m 238 9 Male Male NNP cord-016842-sow7k53m 238 10 and and CC cord-016842-sow7k53m 238 11 Age10 Age10 NNP cord-016842-sow7k53m 238 12 Female Female NNP cord-016842-sow7k53m 238 13 , , , cord-016842-sow7k53m 238 14 are be VBP cord-016842-sow7k53m 238 15 generally generally RB cord-016842-sow7k53m 238 16 more more RBR cord-016842-sow7k53m 238 17 different different JJ cord-016842-sow7k53m 238 18 from from IN cord-016842-sow7k53m 238 19 other other JJ cord-016842-sow7k53m 238 20 groups group NNS cord-016842-sow7k53m 238 21 , , , cord-016842-sow7k53m 238 22 confirming confirm VBG cord-016842-sow7k53m 238 23 the the DT cord-016842-sow7k53m 238 24 existence existence NN cord-016842-sow7k53m 238 25 of of IN cord-016842-sow7k53m 238 26 an an DT cord-016842-sow7k53m 238 27 age age NN cord-016842-sow7k53m 238 28 gap gap NN cord-016842-sow7k53m 238 29 between between IN cord-016842-sow7k53m 238 30 10-year 10-year CD cord-016842-sow7k53m 238 31 - - HYPH cord-016842-sow7k53m 238 32 olds old NNS cord-016842-sow7k53m 238 33 and and CC cord-016842-sow7k53m 238 34 others other NNS cord-016842-sow7k53m 238 35 . . . cord-016842-sow7k53m 239 1 We -PRON- PRP cord-016842-sow7k53m 239 2 also also RB cord-016842-sow7k53m 239 3 note note VBP cord-016842-sow7k53m 239 4 that that IN cord-016842-sow7k53m 239 5 while while IN cord-016842-sow7k53m 239 6 the the DT cord-016842-sow7k53m 239 7 Age50 Age50 NNP cord-016842-sow7k53m 239 8 Male Male NNP cord-016842-sow7k53m 239 9 group group NN cord-016842-sow7k53m 239 10 has have VBZ cord-016842-sow7k53m 239 11 very very RB cord-016842-sow7k53m 239 12 different different JJ cord-016842-sow7k53m 239 13 sectional sectional JJ cord-016842-sow7k53m 239 14 interests interest NNS cord-016842-sow7k53m 239 15 , , , cord-016842-sow7k53m 239 16 it -PRON- PRP cord-016842-sow7k53m 239 17 has have VBZ cord-016842-sow7k53m 239 18 similar similar JJ cord-016842-sow7k53m 239 19 topic topic NN cord-016842-sow7k53m 239 20 preferences preference NNS cord-016842-sow7k53m 239 21 to to IN cord-016842-sow7k53m 239 22 those those DT cord-016842-sow7k53m 239 23 of of IN cord-016842-sow7k53m 239 24 other other JJ cord-016842-sow7k53m 239 25 groups group NNS cord-016842-sow7k53m 239 26 . . . cord-016842-sow7k53m 240 1 We -PRON- PRP cord-016842-sow7k53m 240 2 firstly firstly RB cord-016842-sow7k53m 240 3 observed observe VBD cord-016842-sow7k53m 240 4 that that IN cord-016842-sow7k53m 240 5 demographic demographic JJ cord-016842-sow7k53m 240 6 groups group NNS cord-016842-sow7k53m 240 7 show show VBP cord-016842-sow7k53m 240 8 such such JJ cord-016842-sow7k53m 240 9 different different JJ cord-016842-sow7k53m 240 10 news news NN cord-016842-sow7k53m 240 11 consumption consumption NN cord-016842-sow7k53m 240 12 patterns pattern NNS cord-016842-sow7k53m 240 13 at at IN cord-016842-sow7k53m 240 14 news news NN cord-016842-sow7k53m 240 15 item item NN cord-016842-sow7k53m 240 16 level level NN cord-016842-sow7k53m 240 17 . . . cord-016842-sow7k53m 241 1 Then then RB cord-016842-sow7k53m 241 2 , , , cord-016842-sow7k53m 241 3 the the DT cord-016842-sow7k53m 241 4 high high JJ cord-016842-sow7k53m 241 5 similarity similarity NN cord-016842-sow7k53m 241 6 scores score NNS cord-016842-sow7k53m 241 7 at at IN cord-016842-sow7k53m 241 8 section section NN cord-016842-sow7k53m 241 9 and and CC cord-016842-sow7k53m 241 10 topic topic NN cord-016842-sow7k53m 241 11 levels level NNS cord-016842-sow7k53m 241 12 tell tell VBP cord-016842-sow7k53m 241 13 us -PRON- PRP cord-016842-sow7k53m 241 14 that that IN cord-016842-sow7k53m 241 15 the the DT cord-016842-sow7k53m 241 16 overall overall JJ cord-016842-sow7k53m 241 17 news news NN cord-016842-sow7k53m 241 18 consumption consumption NN cord-016842-sow7k53m 241 19 is be VBZ cord-016842-sow7k53m 241 20 largely largely RB cord-016842-sow7k53m 241 21 driven drive VBN cord-016842-sow7k53m 241 22 by by IN cord-016842-sow7k53m 241 23 current current JJ cord-016842-sow7k53m 241 24 issues issue NNS cord-016842-sow7k53m 241 25 . . . cord-016842-sow7k53m 242 1 However however RB cord-016842-sow7k53m 242 2 , , , cord-016842-sow7k53m 242 3 groups group NNS cord-016842-sow7k53m 242 4 still still RB cord-016842-sow7k53m 242 5 have have VBP cord-016842-sow7k53m 242 6 distinct distinct JJ cord-016842-sow7k53m 242 7 news news NN cord-016842-sow7k53m 242 8 consumption consumption NN cord-016842-sow7k53m 242 9 patterns pattern NNS cord-016842-sow7k53m 242 10 . . . cord-016842-sow7k53m 243 1 This this DT cord-016842-sow7k53m 243 2 suggests suggest VBZ cord-016842-sow7k53m 243 3 that that IN cord-016842-sow7k53m 243 4 news news NN cord-016842-sow7k53m 243 5 consumption consumption NN cord-016842-sow7k53m 243 6 even even RB cord-016842-sow7k53m 243 7 for for IN cord-016842-sow7k53m 243 8 one one CD cord-016842-sow7k53m 243 9 particular particular JJ cord-016842-sow7k53m 243 10 topic topic NN cord-016842-sow7k53m 243 11 may may MD cord-016842-sow7k53m 243 12 be be VB cord-016842-sow7k53m 243 13 very very RB cord-016842-sow7k53m 243 14 different different JJ cord-016842-sow7k53m 243 15 across across IN cord-016842-sow7k53m 243 16 groups group NNS cord-016842-sow7k53m 243 17 . . . cord-016842-sow7k53m 244 1 For for IN cord-016842-sow7k53m 244 2 this this DT cord-016842-sow7k53m 244 3 analysis analysis NN cord-016842-sow7k53m 244 4 , , , cord-016842-sow7k53m 244 5 we -PRON- PRP cord-016842-sow7k53m 244 6 use use VBP cord-016842-sow7k53m 244 7 our -PRON- PRP$ cord-016842-sow7k53m 244 8 evaluation evaluation NN cord-016842-sow7k53m 244 9 data datum NNS cord-016842-sow7k53m 244 10 set set VBN cord-016842-sow7k53m 244 11 and and CC cord-016842-sow7k53m 244 12 focus focus VB cord-016842-sow7k53m 244 13 on on IN cord-016842-sow7k53m 244 14 the the DT cord-016842-sow7k53m 244 15 subtopic subtopic NN cord-016842-sow7k53m 244 16 consumption consumption NN cord-016842-sow7k53m 244 17 regarding regard VBG cord-016842-sow7k53m 244 18 the the DT cord-016842-sow7k53m 244 19 MERS MERS NNP cord-016842-sow7k53m 244 20 outbreak outbreak NN cord-016842-sow7k53m 244 21 . . . cord-016842-sow7k53m 245 1 The the DT cord-016842-sow7k53m 245 2 MERS MERS NNP cord-016842-sow7k53m 245 3 outbreak outbreak NN cord-016842-sow7k53m 245 4 was be VBD cord-016842-sow7k53m 245 5 a a DT cord-016842-sow7k53m 245 6 deviant deviant JJ cord-016842-sow7k53m 245 7 event event NN cord-016842-sow7k53m 245 8 , , , cord-016842-sow7k53m 245 9 and and CC cord-016842-sow7k53m 245 10 all all DT cord-016842-sow7k53m 245 11 ten ten CD cord-016842-sow7k53m 245 12 demographic demographic JJ cord-016842-sow7k53m 245 13 groups group NNS cord-016842-sow7k53m 245 14 have have VBP cord-016842-sow7k53m 245 15 at at RB cord-016842-sow7k53m 245 16 least least RBS cord-016842-sow7k53m 245 17 one one CD cord-016842-sow7k53m 245 18 news news NN cord-016842-sow7k53m 245 19 item item NN cord-016842-sow7k53m 245 20 about about IN cord-016842-sow7k53m 245 21 MERS MERS NNP cord-016842-sow7k53m 245 22 . . . cord-016842-sow7k53m 246 1 However however RB cord-016842-sow7k53m 246 2 , , , cord-016842-sow7k53m 246 3 the the DT cord-016842-sow7k53m 246 4 volume volume NN cord-016842-sow7k53m 246 5 of of IN cord-016842-sow7k53m 246 6 news news NN cord-016842-sow7k53m 246 7 items item NNS cord-016842-sow7k53m 246 8 about about IN cord-016842-sow7k53m 246 9 MERS MERS NNP cord-016842-sow7k53m 246 10 is be VBZ cord-016842-sow7k53m 246 11 different different JJ cord-016842-sow7k53m 246 12 across across IN cord-016842-sow7k53m 246 13 groups group NNS cord-016842-sow7k53m 246 14 . . . cord-016842-sow7k53m 247 1 News news NN cord-016842-sow7k53m 247 2 items item NNS cord-016842-sow7k53m 247 3 about about IN cord-016842-sow7k53m 247 4 MERS MERS NNPS cord-016842-sow7k53m 247 5 are be VBP cord-016842-sow7k53m 247 6 more more RBR cord-016842-sow7k53m 247 7 popular popular JJ cord-016842-sow7k53m 247 8 in in IN cord-016842-sow7k53m 247 9 female female JJ cord-016842-sow7k53m 247 10 groups group NNS cord-016842-sow7k53m 247 11 than than IN cord-016842-sow7k53m 247 12 in in IN cord-016842-sow7k53m 247 13 male male JJ cord-016842-sow7k53m 247 14 groups group NNS cord-016842-sow7k53m 247 15 - - , cord-016842-sow7k53m 247 16 on on RP cord-016842-sow7k53m 247 17 average average JJ cord-016842-sow7k53m 247 18 , , , cord-016842-sow7k53m 247 19 the the DT cord-016842-sow7k53m 247 20 female female JJ cord-016842-sow7k53m 247 21 group group NN cord-016842-sow7k53m 247 22 has have VBZ cord-016842-sow7k53m 247 23 427.4 427.4 CD cord-016842-sow7k53m 247 24 popular popular JJ cord-016842-sow7k53m 247 25 news news NN cord-016842-sow7k53m 247 26 items item NNS cord-016842-sow7k53m 247 27 about about IN cord-016842-sow7k53m 247 28 MERS MERS NNPS cord-016842-sow7k53m 247 29 while while IN cord-016842-sow7k53m 247 30 that that DT cord-016842-sow7k53m 247 31 of of IN cord-016842-sow7k53m 247 32 the the DT cord-016842-sow7k53m 247 33 male male JJ cord-016842-sow7k53m 247 34 group group NN cord-016842-sow7k53m 247 35 is be VBZ cord-016842-sow7k53m 247 36 123.8 123.8 CD cord-016842-sow7k53m 247 37 . . . cord-016842-sow7k53m 248 1 We -PRON- PRP cord-016842-sow7k53m 248 2 then then RB cord-016842-sow7k53m 248 3 quantify quantify VBP cord-016842-sow7k53m 248 4 the the DT cord-016842-sow7k53m 248 5 differences difference NNS cord-016842-sow7k53m 248 6 in in IN cord-016842-sow7k53m 248 7 MERS MERS NNP cord-016842-sow7k53m 248 8 news news NN cord-016842-sow7k53m 248 9 consumption consumption NN cord-016842-sow7k53m 248 10 in in IN cord-016842-sow7k53m 248 11 terms term NNS cord-016842-sow7k53m 248 12 of of IN cord-016842-sow7k53m 248 13 the the DT cord-016842-sow7k53m 248 14 content content NN cord-016842-sow7k53m 248 15 between between IN cord-016842-sow7k53m 248 16 two two CD cord-016842-sow7k53m 248 17 groups group NNS cord-016842-sow7k53m 248 18 . . . cord-016842-sow7k53m 249 1 To to TO cord-016842-sow7k53m 249 2 do do VB cord-016842-sow7k53m 249 3 this this DT cord-016842-sow7k53m 249 4 , , , cord-016842-sow7k53m 249 5 for for IN cord-016842-sow7k53m 249 6 each each DT cord-016842-sow7k53m 249 7 group group NN cord-016842-sow7k53m 249 8 , , , cord-016842-sow7k53m 249 9 we -PRON- PRP cord-016842-sow7k53m 249 10 rank rank VBP cord-016842-sow7k53m 249 11 the the DT cord-016842-sow7k53m 249 12 subtopics subtopic NNS cord-016842-sow7k53m 249 13 of of IN cord-016842-sow7k53m 249 14 MERS MERS NNP cord-016842-sow7k53m 249 15 outbreak outbreak NN cord-016842-sow7k53m 249 16 in in IN cord-016842-sow7k53m 249 17 Table Table NNP cord-016842-sow7k53m 249 18 1 1 CD cord-016842-sow7k53m 249 19 by by IN cord-016842-sow7k53m 249 20 the the DT cord-016842-sow7k53m 249 21 number number NN cord-016842-sow7k53m 249 22 of of IN cord-016842-sow7k53m 249 23 news news NN cord-016842-sow7k53m 249 24 items item NNS cord-016842-sow7k53m 249 25 . . . cord-016842-sow7k53m 250 1 Then then RB cord-016842-sow7k53m 250 2 , , , cord-016842-sow7k53m 250 3 we -PRON- PRP cord-016842-sow7k53m 250 4 test test VBP cord-016842-sow7k53m 250 5 the the DT cord-016842-sow7k53m 250 6 similarity similarity NN cord-016842-sow7k53m 250 7 between between IN cord-016842-sow7k53m 250 8 two two CD cord-016842-sow7k53m 250 9 groups group NNS cord-016842-sow7k53m 250 10 by by IN cord-016842-sow7k53m 250 11 computing compute VBG cord-016842-sow7k53m 250 12 the the DT cord-016842-sow7k53m 250 13 Spearman Spearman NNP cord-016842-sow7k53m 250 14 's 's POS cord-016842-sow7k53m 250 15 ranking rank VBG cord-016842-sow7k53m 250 16 correlation correlation NN cord-016842-sow7k53m 250 17 coefficient coefficient NN cord-016842-sow7k53m 250 18 . . . cord-016842-sow7k53m 251 1 This this DT cord-016842-sow7k53m 251 2 will will MD cord-016842-sow7k53m 251 3 tell tell VB cord-016842-sow7k53m 251 4 us -PRON- PRP cord-016842-sow7k53m 251 5 which which WDT cord-016842-sow7k53m 251 6 two two CD cord-016842-sow7k53m 251 7 groups group NNS cord-016842-sow7k53m 251 8 have have VBP cord-016842-sow7k53m 251 9 the the DT cord-016842-sow7k53m 251 10 most most RBS cord-016842-sow7k53m 251 11 similar similar JJ cord-016842-sow7k53m 251 12 consumption consumption NN cord-016842-sow7k53m 251 13 of of IN cord-016842-sow7k53m 251 14 subtopics subtopic NNS cord-016842-sow7k53m 251 15 about about IN cord-016842-sow7k53m 251 16 MERS MERS NNP cord-016842-sow7k53m 251 17 . . . cord-016842-sow7k53m 252 1 Figure figure NN cord-016842-sow7k53m 252 2 3(d 3(d CD cord-016842-sow7k53m 252 3 ) ) -RRB- cord-016842-sow7k53m 252 4 shows show VBZ cord-016842-sow7k53m 252 5 the the DT cord-016842-sow7k53m 252 6 results result NNS cord-016842-sow7k53m 252 7 as as IN cord-016842-sow7k53m 252 8 a a DT cord-016842-sow7k53m 252 9 heatmap heatmap NN cord-016842-sow7k53m 252 10 . . . cord-016842-sow7k53m 253 1 All all DT cord-016842-sow7k53m 253 2 pairs pair NNS cord-016842-sow7k53m 253 3 of of IN cord-016842-sow7k53m 253 4 rankings ranking NNS cord-016842-sow7k53m 253 5 are be VBP cord-016842-sow7k53m 253 6 statistically statistically RB cord-016842-sow7k53m 253 7 significantly significantly RB cord-016842-sow7k53m 253 8 different different JJ cord-016842-sow7k53m 253 9 ( ( -LRB- cord-016842-sow7k53m 253 10 p p NN cord-016842-sow7k53m 253 11 < < XX cord-016842-sow7k53m 253 12 0.05 0.05 CD cord-016842-sow7k53m 253 13 ) ) -RRB- cord-016842-sow7k53m 253 14 . . . cord-016842-sow7k53m 254 1 From from IN cord-016842-sow7k53m 254 2 the the DT cord-016842-sow7k53m 254 3 heatmap heatmap NN cord-016842-sow7k53m 254 4 , , , cord-016842-sow7k53m 254 5 we -PRON- PRP cord-016842-sow7k53m 254 6 observe observe VBP cord-016842-sow7k53m 254 7 that that DT cord-016842-sow7k53m 254 8 ( ( -LRB- cord-016842-sow7k53m 254 9 1 1 LS cord-016842-sow7k53m 254 10 ) ) -RRB- cord-016842-sow7k53m 254 11 the the DT cord-016842-sow7k53m 254 12 popular popular JJ cord-016842-sow7k53m 254 13 news news NN cord-016842-sow7k53m 254 14 is be VBZ cord-016842-sow7k53m 254 15 more more RBR cord-016842-sow7k53m 254 16 similar similar JJ cord-016842-sow7k53m 254 17 within within IN cord-016842-sow7k53m 254 18 the the DT cord-016842-sow7k53m 254 19 same same JJ cord-016842-sow7k53m 254 20 sex sex NN cord-016842-sow7k53m 254 21 groups group NNS cord-016842-sow7k53m 254 22 than than IN cord-016842-sow7k53m 254 23 within within IN cord-016842-sow7k53m 254 24 the the DT cord-016842-sow7k53m 254 25 different different JJ cord-016842-sow7k53m 254 26 sex sex NN cord-016842-sow7k53m 254 27 groups group NNS cord-016842-sow7k53m 254 28 ; ; , cord-016842-sow7k53m 254 29 ( ( -LRB- cord-016842-sow7k53m 254 30 2 2 LS cord-016842-sow7k53m 254 31 ) ) -RRB- cord-016842-sow7k53m 254 32 female female JJ cord-016842-sow7k53m 254 33 groups group NNS cord-016842-sow7k53m 254 34 are be VBP cord-016842-sow7k53m 254 35 more more RBR cord-016842-sow7k53m 254 36 similar similar JJ cord-016842-sow7k53m 254 37 to to IN cord-016842-sow7k53m 254 38 each each DT cord-016842-sow7k53m 254 39 group group NN cord-016842-sow7k53m 254 40 than than IN cord-016842-sow7k53m 254 41 male male JJ cord-016842-sow7k53m 254 42 groups group NNS cord-016842-sow7k53m 254 43 are be VBP cord-016842-sow7k53m 254 44 ; ; : cord-016842-sow7k53m 254 45 and and CC cord-016842-sow7k53m 254 46 ( ( -LRB- cord-016842-sow7k53m 254 47 3 3 LS cord-016842-sow7k53m 254 48 ) ) -RRB- cord-016842-sow7k53m 254 49 age age NN cord-016842-sow7k53m 254 50 differences difference NNS cord-016842-sow7k53m 254 51 matter matter VBP cord-016842-sow7k53m 254 52 , , , cord-016842-sow7k53m 254 53 except except IN cord-016842-sow7k53m 254 54 in in IN cord-016842-sow7k53m 254 55 the the DT cord-016842-sow7k53m 254 56 Age10 Age10 NNP cord-016842-sow7k53m 254 57 Male Male NNP cord-016842-sow7k53m 254 58 and and CC cord-016842-sow7k53m 254 59 Age10 Age10 NNP cord-016842-sow7k53m 254 60 Female female JJ cord-016842-sow7k53m 254 61 groups group NNS cord-016842-sow7k53m 254 62 . . . cord-016842-sow7k53m 255 1 Interestingly interestingly RB cord-016842-sow7k53m 255 2 , , , cord-016842-sow7k53m 255 3 all all DT cord-016842-sow7k53m 255 4 three three CD cord-016842-sow7k53m 255 5 of of IN cord-016842-sow7k53m 255 6 these these DT cord-016842-sow7k53m 255 7 observations observation NNS cord-016842-sow7k53m 255 8 are be VBP cord-016842-sow7k53m 255 9 also also RB cord-016842-sow7k53m 255 10 found find VBN cord-016842-sow7k53m 255 11 in in IN cord-016842-sow7k53m 255 12 our -PRON- PRP$ cord-016842-sow7k53m 255 13 previous previous JJ cord-016842-sow7k53m 255 14 analysis analysis NN cord-016842-sow7k53m 255 15 that that WDT cord-016842-sow7k53m 255 16 compares compare VBZ cord-016842-sow7k53m 255 17 actual actual JJ cord-016842-sow7k53m 255 18 news news NN cord-016842-sow7k53m 255 19 items item NNS cord-016842-sow7k53m 255 20 in in IN cord-016842-sow7k53m 255 21 Sect Sect NNP cord-016842-sow7k53m 255 22 . . . cord-016842-sow7k53m 256 1 5.1 5.1 CD cord-016842-sow7k53m 256 2 . . . cord-016842-sow7k53m 257 1 All all PDT cord-016842-sow7k53m 257 2 these these DT cord-016842-sow7k53m 257 3 results result NNS cord-016842-sow7k53m 257 4 lead lead VBP cord-016842-sow7k53m 257 5 us -PRON- PRP cord-016842-sow7k53m 257 6 to to TO cord-016842-sow7k53m 257 7 conclude conclude VB cord-016842-sow7k53m 257 8 that that IN cord-016842-sow7k53m 257 9 all all DT cord-016842-sow7k53m 257 10 groups group NNS cord-016842-sow7k53m 257 11 are be VBP cord-016842-sow7k53m 257 12 generally generally RB cord-016842-sow7k53m 257 13 interested interested JJ cord-016842-sow7k53m 257 14 in in IN cord-016842-sow7k53m 257 15 similar similar JJ cord-016842-sow7k53m 257 16 news news NN cord-016842-sow7k53m 257 17 sections section NNS cord-016842-sow7k53m 257 18 or or CC cord-016842-sow7k53m 257 19 topics topic NNS cord-016842-sow7k53m 257 20 ; ; : cord-016842-sow7k53m 257 21 however however RB cord-016842-sow7k53m 257 22 , , , cord-016842-sow7k53m 257 23 for for IN cord-016842-sow7k53m 257 24 the the DT cord-016842-sow7k53m 257 25 same same JJ cord-016842-sow7k53m 257 26 topic topic NN cord-016842-sow7k53m 257 27 , , , cord-016842-sow7k53m 257 28 they -PRON- PRP cord-016842-sow7k53m 257 29 are be VBP cord-016842-sow7k53m 257 30 attracted attract VBN cord-016842-sow7k53m 257 31 to to IN cord-016842-sow7k53m 257 32 different different JJ cord-016842-sow7k53m 257 33 subtopics subtopic NNS cord-016842-sow7k53m 257 34 , , , cord-016842-sow7k53m 257 35 leading lead VBG cord-016842-sow7k53m 257 36 to to IN cord-016842-sow7k53m 257 37 the the DT cord-016842-sow7k53m 257 38 big big JJ cord-016842-sow7k53m 257 39 differences difference NNS cord-016842-sow7k53m 257 40 in in IN cord-016842-sow7k53m 257 41 popular popular JJ cord-016842-sow7k53m 257 42 news news NN cord-016842-sow7k53m 257 43 among among IN cord-016842-sow7k53m 257 44 groups group NNS cord-016842-sow7k53m 257 45 . . . cord-016842-sow7k53m 258 1 To to TO cord-016842-sow7k53m 258 2 gain gain VB cord-016842-sow7k53m 258 3 insights insight NNS cord-016842-sow7k53m 258 4 into into IN cord-016842-sow7k53m 258 5 how how WRB cord-016842-sow7k53m 258 6 popular popular JJ cord-016842-sow7k53m 258 7 news news NN cord-016842-sow7k53m 258 8 items item NNS cord-016842-sow7k53m 258 9 about about IN cord-016842-sow7k53m 258 10 MERS MERS NNP cord-016842-sow7k53m 258 11 differ differ VBP cord-016842-sow7k53m 258 12 between between IN cord-016842-sow7k53m 258 13 different different JJ cord-016842-sow7k53m 258 14 demographic demographic JJ cord-016842-sow7k53m 258 15 groups group NNS cord-016842-sow7k53m 258 16 , , , cord-016842-sow7k53m 258 17 we -PRON- PRP cord-016842-sow7k53m 258 18 extract extract VBP cord-016842-sow7k53m 258 19 the the DT cord-016842-sow7k53m 258 20 most most RBS cord-016842-sow7k53m 258 21 discriminative discriminative JJ cord-016842-sow7k53m 258 22 words word NNS cord-016842-sow7k53m 258 23 in in IN cord-016842-sow7k53m 258 24 news news NN cord-016842-sow7k53m 258 25 titles title NNS cord-016842-sow7k53m 258 26 for for IN cord-016842-sow7k53m 258 27 each each DT cord-016842-sow7k53m 258 28 group group NN cord-016842-sow7k53m 258 29 . . . cord-016842-sow7k53m 259 1 We -PRON- PRP cord-016842-sow7k53m 259 2 focus focus VBP cord-016842-sow7k53m 259 3 on on IN cord-016842-sow7k53m 259 4 the the DT cord-016842-sow7k53m 259 5 group group NN cord-016842-sow7k53m 259 6 - - HYPH cord-016842-sow7k53m 259 7 specific specific JJ cord-016842-sow7k53m 259 8 words word NNS cord-016842-sow7k53m 259 9 of of IN cord-016842-sow7k53m 259 10 news news NN cord-016842-sow7k53m 259 11 titles title NNS cord-016842-sow7k53m 259 12 , , , cord-016842-sow7k53m 259 13 specifically specifically RB cord-016842-sow7k53m 259 14 on on IN cord-016842-sow7k53m 259 15 those those DT cord-016842-sow7k53m 259 16 with with IN cord-016842-sow7k53m 259 17 a a DT cord-016842-sow7k53m 259 18 high high JJ cord-016842-sow7k53m 259 19 phi phi NN cord-016842-sow7k53m 259 20 score score NN cord-016842-sow7k53m 259 21 , , , cord-016842-sow7k53m 259 22 the the DT cord-016842-sow7k53m 259 23 Chi Chi NNP cord-016842-sow7k53m 259 24 - - HYPH cord-016842-sow7k53m 259 25 square square JJ cord-016842-sow7k53m 259 26 test test NN cord-016842-sow7k53m 259 27 statistics statistic NNS cord-016842-sow7k53m 259 28 [ [ -LRB- cord-016842-sow7k53m 259 29 12 12 CD cord-016842-sow7k53m 259 30 ] ] -RRB- cord-016842-sow7k53m 259 31 , , , cord-016842-sow7k53m 259 32 for for IN cord-016842-sow7k53m 259 33 discriminating discriminate VBG cord-016842-sow7k53m 259 34 between between IN cord-016842-sow7k53m 259 35 one one CD cord-016842-sow7k53m 259 36 group group NN cord-016842-sow7k53m 259 37 and and CC cord-016842-sow7k53m 259 38 others other NNS cord-016842-sow7k53m 259 39 ( ( -LRB- cord-016842-sow7k53m 259 40 e.g. e.g. RB cord-016842-sow7k53m 259 41 , , , cord-016842-sow7k53m 259 42 Age10 Age10 NNP cord-016842-sow7k53m 259 43 Female Female NNP cord-016842-sow7k53m 259 44 vs. vs. FW cord-016842-sow7k53m 259 45 Non Non NNP cord-016842-sow7k53m 259 46 - - NNP cord-016842-sow7k53m 259 47 Age10 Age10 NNP cord-016842-sow7k53m 259 48 Female female NN cord-016842-sow7k53m 259 49 ( ( -LRB- cord-016842-sow7k53m 259 50 all all DT cord-016842-sow7k53m 259 51 other other JJ cord-016842-sow7k53m 259 52 groups group NNS cord-016842-sow7k53m 259 53 ) ) -RRB- cord-016842-sow7k53m 259 54 ) ) -RRB- cord-016842-sow7k53m 259 55 . . . cord-016842-sow7k53m 260 1 Table table NN cord-016842-sow7k53m 260 2 2 2 CD cord-016842-sow7k53m 260 3 shows show VBZ cord-016842-sow7k53m 260 4 the the DT cord-016842-sow7k53m 260 5 top top JJ cord-016842-sow7k53m 260 6 20 20 CD cord-016842-sow7k53m 260 7 words word NNS cord-016842-sow7k53m 260 8 ranked rank VBN cord-016842-sow7k53m 260 9 by by IN cord-016842-sow7k53m 260 10 phi phi NNP cord-016842-sow7k53m 260 11 . . . cord-016842-sow7k53m 261 1 Two two CD cord-016842-sow7k53m 261 2 authors author NNS cord-016842-sow7k53m 261 3 of of IN cord-016842-sow7k53m 261 4 this this DT cord-016842-sow7k53m 261 5 work work NN cord-016842-sow7k53m 261 6 translated translate VBD cord-016842-sow7k53m 261 7 Korean korean JJ cord-016842-sow7k53m 261 8 words word NNS cord-016842-sow7k53m 261 9 to to IN cord-016842-sow7k53m 261 10 English english JJ cord-016842-sow7k53m 261 11 words word NNS cord-016842-sow7k53m 261 12 . . . cord-016842-sow7k53m 262 1 Some some DT cord-016842-sow7k53m 262 2 interesting interesting JJ cord-016842-sow7k53m 262 3 differences difference NNS cord-016842-sow7k53m 262 4 were be VBD cord-016842-sow7k53m 262 5 observed observe VBN cord-016842-sow7k53m 262 6 . . . cord-016842-sow7k53m 263 1 Overall overall JJ cord-016842-sow7k53m 263 2 , , , cord-016842-sow7k53m 263 3 female female JJ cord-016842-sow7k53m 263 4 groups group NNS cord-016842-sow7k53m 263 5 are be VBP cord-016842-sow7k53m 263 6 likely likely JJ cord-016842-sow7k53m 263 7 to to TO cord-016842-sow7k53m 263 8 check check VB cord-016842-sow7k53m 263 9 the the DT cord-016842-sow7k53m 263 10 status status NN cord-016842-sow7k53m 263 11 of of IN cord-016842-sow7k53m 263 12 the the DT cord-016842-sow7k53m 263 13 MERS MERS NNP cord-016842-sow7k53m 263 14 outbreak outbreak NN cord-016842-sow7k53m 263 15 , , , cord-016842-sow7k53m 263 16 such such JJ cord-016842-sow7k53m 263 17 as as IN cord-016842-sow7k53m 263 18 how how WRB cord-016842-sow7k53m 263 19 many many JJ cord-016842-sow7k53m 263 20 people people NNS cord-016842-sow7k53m 263 21 are be VBP cord-016842-sow7k53m 263 22 infected infect VBN cord-016842-sow7k53m 263 23 ( ( -LRB- cord-016842-sow7k53m 263 24 the the DT cord-016842-sow7k53m 263 25 number number NN cord-016842-sow7k53m 263 26 of of IN cord-016842-sow7k53m 263 27 patients patient NNS cord-016842-sow7k53m 263 28 , , , cord-016842-sow7k53m 263 29 death death NN cord-016842-sow7k53m 263 30 , , , cord-016842-sow7k53m 263 31 this this DT cord-016842-sow7k53m 263 32 week week NN cord-016842-sow7k53m 263 33 ) ) -RRB- cord-016842-sow7k53m 263 34 , , , cord-016842-sow7k53m 263 35 the the DT cord-016842-sow7k53m 263 36 symptoms symptom NNS cord-016842-sow7k53m 263 37 of of IN cord-016842-sow7k53m 263 38 MERS MERS NNP cord-016842-sow7k53m 263 39 ( ( -LRB- cord-016842-sow7k53m 263 40 high high JJ cord-016842-sow7k53m 263 41 fever fever NN cord-016842-sow7k53m 263 42 , , , cord-016842-sow7k53m 263 43 cytokine cytokine NN cord-016842-sow7k53m 263 44 storm storm NN cord-016842-sow7k53m 263 45 ) ) -RRB- cord-016842-sow7k53m 263 46 , , , cord-016842-sow7k53m 263 47 and and CC cord-016842-sow7k53m 263 48 the the DT cord-016842-sow7k53m 263 49 protection protection NN cord-016842-sow7k53m 263 50 against against IN cord-016842-sow7k53m 263 51 MERS MERS NNP cord-016842-sow7k53m 263 52 ( ( -LRB- cord-016842-sow7k53m 263 53 mask mask NN cord-016842-sow7k53m 263 54 , , , cord-016842-sow7k53m 263 55 gloves glove NNS cord-016842-sow7k53m 263 56 ) ) -RRB- cord-016842-sow7k53m 263 57 . . . cord-016842-sow7k53m 264 1 The the DT cord-016842-sow7k53m 264 2 Age30 Age30 NNP cord-016842-sow7k53m 264 3 Female Female NNP cord-016842-sow7k53m 264 4 group group NN cord-016842-sow7k53m 264 5 showed show VBD cord-016842-sow7k53m 264 6 an an DT cord-016842-sow7k53m 264 7 interest interest NN cord-016842-sow7k53m 264 8 in in IN cord-016842-sow7k53m 264 9 news news NN cord-016842-sow7k53m 264 10 about about IN cord-016842-sow7k53m 264 11 pregnant pregnant JJ cord-016842-sow7k53m 264 12 women woman NNS cord-016842-sow7k53m 264 13 who who WP cord-016842-sow7k53m 264 14 had have VBD cord-016842-sow7k53m 264 15 been be VBN cord-016842-sow7k53m 264 16 diagnosed diagnose VBN cord-016842-sow7k53m 264 17 with with IN cord-016842-sow7k53m 264 18 MERS MERS NNPS cord-016842-sow7k53m 264 19 and and CC cord-016842-sow7k53m 264 20 other other JJ cord-016842-sow7k53m 264 21 women woman NNS cord-016842-sow7k53m 264 22 's 's POS cord-016842-sow7k53m 264 23 cases case NNS cord-016842-sow7k53m 264 24 . . . cord-016842-sow7k53m 265 1 The the DT cord-016842-sow7k53m 265 2 Age40 Age40 NNP cord-016842-sow7k53m 265 3 Female Female NNP cord-016842-sow7k53m 265 4 group group NN cord-016842-sow7k53m 265 5 , , , cord-016842-sow7k53m 265 6 in in IN cord-016842-sow7k53m 265 7 particular particular JJ cord-016842-sow7k53m 265 8 , , , cord-016842-sow7k53m 265 9 was be VBD cord-016842-sow7k53m 265 10 more more RBR cord-016842-sow7k53m 265 11 interested interested JJ cord-016842-sow7k53m 265 12 in in IN cord-016842-sow7k53m 265 13 the the DT cord-016842-sow7k53m 265 14 status status NN cord-016842-sow7k53m 265 15 of of IN cord-016842-sow7k53m 265 16 closed closed JJ cord-016842-sow7k53m 265 17 schools school NNS cord-016842-sow7k53m 265 18 and and CC cord-016842-sow7k53m 265 19 other other JJ cord-016842-sow7k53m 265 20 education education NN cord-016842-sow7k53m 265 21 - - HYPH cord-016842-sow7k53m 265 22 related relate VBN cord-016842-sow7k53m 265 23 topics topic NNS cord-016842-sow7k53m 265 24 . . . cord-016842-sow7k53m 266 1 On on IN cord-016842-sow7k53m 266 2 the the DT cord-016842-sow7k53m 266 3 other other JJ cord-016842-sow7k53m 266 4 hand hand NN cord-016842-sow7k53m 266 5 , , , cord-016842-sow7k53m 266 6 the the DT cord-016842-sow7k53m 266 7 male male JJ cord-016842-sow7k53m 266 8 groups group NNS cord-016842-sow7k53m 266 9 were be VBD cord-016842-sow7k53m 266 10 more more RBR cord-016842-sow7k53m 266 11 interested interested JJ cord-016842-sow7k53m 266 12 in in IN cord-016842-sow7k53m 266 13 the the DT cord-016842-sow7k53m 266 14 political political JJ cord-016842-sow7k53m 266 15 issues issue NNS cord-016842-sow7k53m 266 16 surrounding surround VBG cord-016842-sow7k53m 266 17 the the DT cord-016842-sow7k53m 266 18 MERS MERS NNP cord-016842-sow7k53m 266 19 outbreak outbreak NN cord-016842-sow7k53m 266 20 , , , cord-016842-sow7k53m 266 21 the the DT cord-016842-sow7k53m 266 22 accusations accusation NNS cord-016842-sow7k53m 266 23 towards towards IN cord-016842-sow7k53m 266 24 the the DT cord-016842-sow7k53m 266 25 government government NN cord-016842-sow7k53m 266 26 's 's POS cord-016842-sow7k53m 266 27 response response NN cord-016842-sow7k53m 266 28 to to IN cord-016842-sow7k53m 266 29 the the DT cord-016842-sow7k53m 266 30 MERS MERS NNP cord-016842-sow7k53m 266 31 outbreak outbreak NN cord-016842-sow7k53m 266 32 ( ( -LRB- cord-016842-sow7k53m 266 33 e.g. e.g. RB cord-016842-sow7k53m 266 34 , , , cord-016842-sow7k53m 266 35 ruling ruling NN cord-016842-sow7k53m 266 36 and and CC cord-016842-sow7k53m 266 37 opposition opposition NN cord-016842-sow7k53m 266 38 parties party NNS cord-016842-sow7k53m 266 39 , , , cord-016842-sow7k53m 266 40 the the DT cord-016842-sow7k53m 266 41 lack lack NN cord-016842-sow7k53m 266 42 of of IN cord-016842-sow7k53m 266 43 a a DT cord-016842-sow7k53m 266 44 proper proper JJ cord-016842-sow7k53m 266 45 response response NN cord-016842-sow7k53m 266 46 , , , cord-016842-sow7k53m 266 47 misreporting misreporte VBG cord-016842-sow7k53m 266 48 , , , cord-016842-sow7k53m 266 49 false false JJ cord-016842-sow7k53m 266 50 propaganda propaganda NN cord-016842-sow7k53m 266 51 ) ) -RRB- cord-016842-sow7k53m 266 52 , , , cord-016842-sow7k53m 266 53 and and CC cord-016842-sow7k53m 266 54 the the DT cord-016842-sow7k53m 266 55 responsibility responsibility NN cord-016842-sow7k53m 266 56 of of IN cord-016842-sow7k53m 266 57 politicians politician NNS cord-016842-sow7k53m 266 58 . . . cord-016842-sow7k53m 267 1 News2Vec News2Vec NNP cord-016842-sow7k53m 267 2 offers offer VBZ cord-016842-sow7k53m 267 3 an an DT cord-016842-sow7k53m 267 4 opportunity opportunity NN cord-016842-sow7k53m 267 5 to to TO cord-016842-sow7k53m 267 6 visualize visualize VB cord-016842-sow7k53m 267 7 each each DT cord-016842-sow7k53m 267 8 news news NN cord-016842-sow7k53m 267 9 item item NN cord-016842-sow7k53m 267 10 in in IN cord-016842-sow7k53m 267 11 the the DT cord-016842-sow7k53m 267 12 vector vector NN cord-016842-sow7k53m 267 13 space space NN cord-016842-sow7k53m 267 14 by by IN cord-016842-sow7k53m 267 15 applying apply VBG cord-016842-sow7k53m 267 16 t t NNP cord-016842-sow7k53m 267 17 - - HYPH cord-016842-sow7k53m 267 18 SNE SNE NNP cord-016842-sow7k53m 267 19 , , , cord-016842-sow7k53m 267 20 a a DT cord-016842-sow7k53m 267 21 widely widely RB cord-016842-sow7k53m 267 22 - - HYPH cord-016842-sow7k53m 267 23 used use VBN cord-016842-sow7k53m 267 24 dimensionality dimensionality NN cord-016842-sow7k53m 267 25 reduction reduction NN cord-016842-sow7k53m 267 26 based base VBN cord-016842-sow7k53m 267 27 on on IN cord-016842-sow7k53m 267 28 manifold manifold JJ cord-016842-sow7k53m 267 29 learning learning NN cord-016842-sow7k53m 267 30 [ [ -LRB- cord-016842-sow7k53m 267 31 32 32 CD cord-016842-sow7k53m 267 32 ] ] -RRB- cord-016842-sow7k53m 267 33 . . . cord-016842-sow7k53m 268 1 Figure figure NN cord-016842-sow7k53m 268 2 4 4 CD cord-016842-sow7k53m 268 3 shows show NNS cord-016842-sow7k53m 268 4 where where WRB cord-016842-sow7k53m 268 5 each each DT cord-016842-sow7k53m 268 6 news news NN cord-016842-sow7k53m 268 7 item item NN cord-016842-sow7k53m 268 8 ( ( -LRB- cord-016842-sow7k53m 268 9 colored colored JJ cord-016842-sow7k53m 268 10 circle circle NN cord-016842-sow7k53m 268 11 ) ) -RRB- cord-016842-sow7k53m 268 12 consumed consume VBN cord-016842-sow7k53m 268 13 by by IN cord-016842-sow7k53m 268 14 each each DT cord-016842-sow7k53m 268 15 gender gender NN cord-016842-sow7k53m 268 16 ( ( -LRB- cord-016842-sow7k53m 268 17 Fig Fig NNP cord-016842-sow7k53m 268 18 . . . cord-016842-sow7k53m 268 19 4(a 4(a CD cord-016842-sow7k53m 268 20 ) ) -RRB- cord-016842-sow7k53m 268 21 ) ) -RRB- cord-016842-sow7k53m 268 22 or or CC cord-016842-sow7k53m 268 23 age age NN cord-016842-sow7k53m 268 24 ( ( -LRB- cord-016842-sow7k53m 268 25 Fig fig NN cord-016842-sow7k53m 268 26 . . . cord-016842-sow7k53m 268 27 4(b 4(b CD cord-016842-sow7k53m 268 28 ) ) -RRB- cord-016842-sow7k53m 268 29 ) ) -RRB- cord-016842-sow7k53m 268 30 group group NN cord-016842-sow7k53m 268 31 is be VBZ cord-016842-sow7k53m 268 32 located locate VBN cord-016842-sow7k53m 268 33 in in IN cord-016842-sow7k53m 268 34 the the DT cord-016842-sow7k53m 268 35 vector vector NN cord-016842-sow7k53m 268 36 space space NN cord-016842-sow7k53m 268 37 . . . cord-016842-sow7k53m 269 1 In in IN cord-016842-sow7k53m 269 2 the the DT cord-016842-sow7k53m 269 3 figure figure NN cord-016842-sow7k53m 269 4 , , , cord-016842-sow7k53m 269 5 closed closed JJ cord-016842-sow7k53m 269 6 circles circle NNS cord-016842-sow7k53m 269 7 are be VBP cord-016842-sow7k53m 269 8 that that IN cord-016842-sow7k53m 269 9 news news NN cord-016842-sow7k53m 269 10 items item NNS cord-016842-sow7k53m 269 11 have have VBP cord-016842-sow7k53m 269 12 similar similar JJ cord-016842-sow7k53m 269 13 representations representation NNS cord-016842-sow7k53m 269 14 in in IN cord-016842-sow7k53m 269 15 the the DT cord-016842-sow7k53m 269 16 vector vector NN cord-016842-sow7k53m 269 17 space space NN cord-016842-sow7k53m 269 18 and and CC cord-016842-sow7k53m 269 19 thus thus RB cord-016842-sow7k53m 269 20 fall fall VB cord-016842-sow7k53m 269 21 in in IN cord-016842-sow7k53m 269 22 similar similar JJ cord-016842-sow7k53m 269 23 subtopics subtopic NNS cord-016842-sow7k53m 269 24 . . . cord-016842-sow7k53m 270 1 For for IN cord-016842-sow7k53m 270 2 the the DT cord-016842-sow7k53m 270 3 clarity clarity NN cord-016842-sow7k53m 270 4 of of IN cord-016842-sow7k53m 270 5 the the DT cord-016842-sow7k53m 270 6 visualization visualization NN cord-016842-sow7k53m 270 7 , , , cord-016842-sow7k53m 270 8 we -PRON- PRP cord-016842-sow7k53m 270 9 focus focus VBP cord-016842-sow7k53m 270 10 on on IN cord-016842-sow7k53m 270 11 the the DT cord-016842-sow7k53m 270 12 news news NN cord-016842-sow7k53m 270 13 items item NNS cord-016842-sow7k53m 270 14 consumed consume VBN cord-016842-sow7k53m 270 15 by by IN cord-016842-sow7k53m 270 16 a a DT cord-016842-sow7k53m 270 17 single single JJ cord-016842-sow7k53m 270 18 demographic demographic JJ cord-016842-sow7k53m 270 19 gender gender NN cord-016842-sow7k53m 270 20 or or CC cord-016842-sow7k53m 270 21 age age NN cord-016842-sow7k53m 270 22 group group NN cord-016842-sow7k53m 270 23 . . . cord-016842-sow7k53m 271 1 Figure figure NN cord-016842-sow7k53m 271 2 4 4 CD cord-016842-sow7k53m 271 3 ( ( -LRB- cord-016842-sow7k53m 271 4 a a NN cord-016842-sow7k53m 271 5 ) ) -RRB- cord-016842-sow7k53m 271 6 shows show VBZ cord-016842-sow7k53m 271 7 a a DT cord-016842-sow7k53m 271 8 better well JJR cord-016842-sow7k53m 271 9 clustered cluster VBN cord-016842-sow7k53m 271 10 structure structure NN cord-016842-sow7k53m 271 11 than than IN cord-016842-sow7k53m 271 12 Fig Fig NNP cord-016842-sow7k53m 271 13 . . . cord-016842-sow7k53m 271 14 4(b 4(b CD cord-016842-sow7k53m 271 15 ) ) -RRB- cord-016842-sow7k53m 272 1 , , , cord-016842-sow7k53m 272 2 meaning mean VBG cord-016842-sow7k53m 272 3 that that IN cord-016842-sow7k53m 272 4 gender gender NN cord-016842-sow7k53m 272 5 difference difference NN cord-016842-sow7k53m 272 6 is be VBZ cord-016842-sow7k53m 272 7 well well RB cord-016842-sow7k53m 272 8 aligned align VBN cord-016842-sow7k53m 272 9 with with IN cord-016842-sow7k53m 272 10 the the DT cord-016842-sow7k53m 272 11 difference difference NN cord-016842-sow7k53m 272 12 of of IN cord-016842-sow7k53m 272 13 vector vector NN cord-016842-sow7k53m 272 14 representation representation NN cord-016842-sow7k53m 272 15 of of IN cord-016842-sow7k53m 272 16 news news NN cord-016842-sow7k53m 272 17 items item NNS cord-016842-sow7k53m 272 18 than than IN cord-016842-sow7k53m 272 19 age age NN cord-016842-sow7k53m 272 20 difference difference NN cord-016842-sow7k53m 272 21 . . . cord-016842-sow7k53m 273 1 In in IN cord-016842-sow7k53m 273 2 Fig Fig NNP cord-016842-sow7k53m 273 3 . . . cord-016842-sow7k53m 273 4 4(b 4(b CD cord-016842-sow7k53m 273 5 ) ) -RRB- cord-016842-sow7k53m 273 6 , , , cord-016842-sow7k53m 273 7 we -PRON- PRP cord-016842-sow7k53m 273 8 can can MD cord-016842-sow7k53m 273 9 also also RB cord-016842-sow7k53m 273 10 see see VB cord-016842-sow7k53m 273 11 some some DT cord-016842-sow7k53m 273 12 clustered clustered JJ cord-016842-sow7k53m 273 13 structures structure NNS cord-016842-sow7k53m 273 14 , , , cord-016842-sow7k53m 273 15 such such JJ cord-016842-sow7k53m 273 16 as as IN cord-016842-sow7k53m 273 17 groups group NNS cord-016842-sow7k53m 273 18 of of IN cord-016842-sow7k53m 273 19 green green JJ cord-016842-sow7k53m 273 20 circles circle NNS cord-016842-sow7k53m 273 21 ( ( -LRB- cord-016842-sow7k53m 273 22 news news NN cord-016842-sow7k53m 273 23 on on IN cord-016842-sow7k53m 273 24 patients patient NNS cord-016842-sow7k53m 273 25 ' ' POS cord-016842-sow7k53m 273 26 deaths death NNS cord-016842-sow7k53m 273 27 read read VBN cord-016842-sow7k53m 273 28 by by IN cord-016842-sow7k53m 273 29 30s 30 NNS cord-016842-sow7k53m 273 30 ) ) -RRB- cord-016842-sow7k53m 273 31 , , , cord-016842-sow7k53m 273 32 blue blue JJ cord-016842-sow7k53m 273 33 circles circle NNS cord-016842-sow7k53m 273 34 ( ( -LRB- cord-016842-sow7k53m 273 35 news news NN cord-016842-sow7k53m 273 36 on on IN cord-016842-sow7k53m 273 37 Choongbuk Choongbuk NNP cord-016842-sow7k53m 273 38 - - HYPH cord-016842-sow7k53m 273 39 Daejeon Daejeon NNP cord-016842-sow7k53m 273 40 regions region NNS cord-016842-sow7k53m 273 41 read read VBN cord-016842-sow7k53m 273 42 by by IN cord-016842-sow7k53m 273 43 10s 10 NNS cord-016842-sow7k53m 273 44 ) ) -RRB- cord-016842-sow7k53m 273 45 , , , cord-016842-sow7k53m 273 46 red red JJ cord-016842-sow7k53m 273 47 circles circle NNS cord-016842-sow7k53m 273 48 ( ( -LRB- cord-016842-sow7k53m 273 49 news news NN cord-016842-sow7k53m 273 50 on on IN cord-016842-sow7k53m 273 51 the the DT cord-016842-sow7k53m 273 52 closing closing NN cord-016842-sow7k53m 273 53 of of IN cord-016842-sow7k53m 273 54 schools school NNS cord-016842-sow7k53m 273 55 read read VBN cord-016842-sow7k53m 273 56 by by IN cord-016842-sow7k53m 273 57 40s 40 NNS cord-016842-sow7k53m 273 58 ) ) -RRB- cord-016842-sow7k53m 273 59 , , , cord-016842-sow7k53m 273 60 and and CC cord-016842-sow7k53m 273 61 purple purple JJ cord-016842-sow7k53m 273 62 circles circle NNS cord-016842-sow7k53m 273 63 ( ( -LRB- cord-016842-sow7k53m 273 64 news news NN cord-016842-sow7k53m 273 65 on on IN cord-016842-sow7k53m 273 66 the the DT cord-016842-sow7k53m 273 67 prime prime JJ cord-016842-sow7k53m 273 68 minister minister NN cord-016842-sow7k53m 273 69 read read VBN cord-016842-sow7k53m 273 70 by by IN cord-016842-sow7k53m 273 71 50s 50 NNS cord-016842-sow7k53m 273 72 ) ) -RRB- cord-016842-sow7k53m 273 73 from from IN cord-016842-sow7k53m 273 74 the the DT cord-016842-sow7k53m 273 75 top top NN cord-016842-sow7k53m 273 76 to to IN cord-016842-sow7k53m 273 77 the the DT cord-016842-sow7k53m 273 78 bottom bottom NN cord-016842-sow7k53m 273 79 , , , cord-016842-sow7k53m 273 80 while while IN cord-016842-sow7k53m 273 81 colored colored JJ cord-016842-sow7k53m 273 82 circles circle NNS cord-016842-sow7k53m 273 83 are be VBP cord-016842-sow7k53m 273 84 mostly mostly RB cord-016842-sow7k53m 273 85 dispersed disperse VBN cord-016842-sow7k53m 273 86 over over IN cord-016842-sow7k53m 273 87 the the DT cord-016842-sow7k53m 273 88 space space NN cord-016842-sow7k53m 273 89 mostly mostly RB cord-016842-sow7k53m 273 90 . . . cord-016842-sow7k53m 274 1 This this DT cord-016842-sow7k53m 274 2 is be VBZ cord-016842-sow7k53m 274 3 another another DT cord-016842-sow7k53m 274 4 evidence evidence NN cord-016842-sow7k53m 274 5 that that DT cord-016842-sow7k53m 274 6 gender gender NN cord-016842-sow7k53m 274 7 difference difference NN cord-016842-sow7k53m 274 8 is be VBZ cord-016842-sow7k53m 274 9 more more RBR cord-016842-sow7k53m 274 10 noticeable noticeable JJ cord-016842-sow7k53m 274 11 than than IN cord-016842-sow7k53m 274 12 age age NN cord-016842-sow7k53m 274 13 difference difference NN cord-016842-sow7k53m 274 14 at at IN cord-016842-sow7k53m 274 15 the the DT cord-016842-sow7k53m 274 16 subtopic subtopic NN cord-016842-sow7k53m 274 17 level level NN cord-016842-sow7k53m 274 18 . . . cord-016842-sow7k53m 275 1 To to IN cord-016842-sow7k53m 275 2 the the DT cord-016842-sow7k53m 275 3 best good JJS cord-016842-sow7k53m 275 4 of of IN cord-016842-sow7k53m 275 5 our -PRON- PRP$ cord-016842-sow7k53m 275 6 knowledge knowledge NN cord-016842-sow7k53m 275 7 , , , cord-016842-sow7k53m 275 8 this this DT cord-016842-sow7k53m 275 9 is be VBZ cord-016842-sow7k53m 275 10 the the DT cord-016842-sow7k53m 275 11 first first JJ cord-016842-sow7k53m 275 12 study study NN cord-016842-sow7k53m 275 13 to to TO cord-016842-sow7k53m 275 14 conduct conduct VB cord-016842-sow7k53m 275 15 a a DT cord-016842-sow7k53m 275 16 multidimensional multidimensional JJ cord-016842-sow7k53m 275 17 analysis analysis NN cord-016842-sow7k53m 275 18 of of IN cord-016842-sow7k53m 275 19 the the DT cord-016842-sow7k53m 275 20 news news NN cord-016842-sow7k53m 275 21 consumption consumption NN cord-016842-sow7k53m 275 22 of of IN cord-016842-sow7k53m 275 23 different different JJ cord-016842-sow7k53m 275 24 demographic demographic JJ cord-016842-sow7k53m 275 25 groups group NNS cord-016842-sow7k53m 275 26 on on IN cord-016842-sow7k53m 275 27 a a DT cord-016842-sow7k53m 275 28 nationwide nationwide JJ cord-016842-sow7k53m 275 29 scale scale NN cord-016842-sow7k53m 275 30 . . . cord-016842-sow7k53m 276 1 Differences difference NNS cord-016842-sow7k53m 276 2 in in IN cord-016842-sow7k53m 276 3 news news NN cord-016842-sow7k53m 276 4 consumption consumption NN cord-016842-sow7k53m 276 5 between between IN cord-016842-sow7k53m 276 6 different different JJ cord-016842-sow7k53m 276 7 demographic demographic JJ cord-016842-sow7k53m 276 8 groups group NNS cord-016842-sow7k53m 276 9 exist exist VBP cord-016842-sow7k53m 276 10 among among IN cord-016842-sow7k53m 276 11 South South NNPS cord-016842-sow7k53m 276 12 Koreans Koreans NNPS cord-016842-sow7k53m 276 13 . . . cord-016842-sow7k53m 277 1 We -PRON- PRP cord-016842-sow7k53m 277 2 look look VBP cord-016842-sow7k53m 277 3 into into IN cord-016842-sow7k53m 277 4 news news NN cord-016842-sow7k53m 277 5 consumption consumption NN cord-016842-sow7k53m 277 6 at at IN cord-016842-sow7k53m 277 7 different different JJ cord-016842-sow7k53m 277 8 levels level NNS cord-016842-sow7k53m 277 9 and and CC cord-016842-sow7k53m 277 10 find find VB cord-016842-sow7k53m 277 11 that that DT cord-016842-sow7k53m 277 12 section section NN cord-016842-sow7k53m 277 13 and and CC cord-016842-sow7k53m 277 14 topic topic NN cord-016842-sow7k53m 277 15 preferences preference NNS cord-016842-sow7k53m 277 16 are be VBP cord-016842-sow7k53m 277 17 similar similar JJ cord-016842-sow7k53m 277 18 across across IN cord-016842-sow7k53m 277 19 groups group NNS cord-016842-sow7k53m 277 20 , , , cord-016842-sow7k53m 277 21 but but CC cord-016842-sow7k53m 277 22 subtopic subtopic NN cord-016842-sow7k53m 277 23 preferences preference NNS cord-016842-sow7k53m 277 24 are be VBP cord-016842-sow7k53m 277 25 not not RB cord-016842-sow7k53m 277 26 . . . cord-016842-sow7k53m 278 1 This this DT cord-016842-sow7k53m 278 2 means mean VBZ cord-016842-sow7k53m 278 3 that that IN cord-016842-sow7k53m 278 4 only only RB cord-016842-sow7k53m 278 5 the the DT cord-016842-sow7k53m 278 6 behavioral behavioral JJ cord-016842-sow7k53m 278 7 differences difference NNS cord-016842-sow7k53m 278 8 in in IN cord-016842-sow7k53m 278 9 the the DT cord-016842-sow7k53m 278 10 subtopic subtopic NN cord-016842-sow7k53m 278 11 level level NN cord-016842-sow7k53m 278 12 can can MD cord-016842-sow7k53m 278 13 explain explain VB cord-016842-sow7k53m 278 14 the the DT cord-016842-sow7k53m 278 15 strikingly strikingly RB cord-016842-sow7k53m 278 16 low low JJ cord-016842-sow7k53m 278 17 numbers number NNS cord-016842-sow7k53m 278 18 of of IN cord-016842-sow7k53m 278 19 common common JJ cord-016842-sow7k53m 278 20 news news NN cord-016842-sow7k53m 278 21 items item NNS cord-016842-sow7k53m 278 22 across across IN cord-016842-sow7k53m 278 23 different different JJ cord-016842-sow7k53m 278 24 demographic demographic JJ cord-016842-sow7k53m 278 25 groups group NNS cord-016842-sow7k53m 278 26 , , , cord-016842-sow7k53m 278 27 whereas whereas IN cord-016842-sow7k53m 278 28 the the DT cord-016842-sow7k53m 278 29 differences difference NNS cord-016842-sow7k53m 278 30 in in IN cord-016842-sow7k53m 278 31 the the DT cord-016842-sow7k53m 278 32 news news NN cord-016842-sow7k53m 278 33 section section NN cord-016842-sow7k53m 278 34 or or CC cord-016842-sow7k53m 278 35 topic topic NN cord-016842-sow7k53m 278 36 levels level NNS cord-016842-sow7k53m 278 37 can can MD cord-016842-sow7k53m 278 38 not not RB cord-016842-sow7k53m 278 39 . . . cord-016842-sow7k53m 279 1 In in IN cord-016842-sow7k53m 279 2 summary summary NN cord-016842-sow7k53m 279 3 , , , cord-016842-sow7k53m 279 4 while while IN cord-016842-sow7k53m 279 5 different different JJ cord-016842-sow7k53m 279 6 demographic demographic JJ cord-016842-sow7k53m 279 7 groups group NNS cord-016842-sow7k53m 279 8 are be VBP cord-016842-sow7k53m 279 9 interested interested JJ cord-016842-sow7k53m 279 10 in in IN cord-016842-sow7k53m 279 11 similar similar JJ cord-016842-sow7k53m 279 12 topics topic NNS cord-016842-sow7k53m 279 13 , , , cord-016842-sow7k53m 279 14 they -PRON- PRP cord-016842-sow7k53m 279 15 read read VBD cord-016842-sow7k53m 279 16 news news NN cord-016842-sow7k53m 279 17 articles article NNS cord-016842-sow7k53m 279 18 belonging belong VBG cord-016842-sow7k53m 279 19 to to IN cord-016842-sow7k53m 279 20 different different JJ cord-016842-sow7k53m 279 21 subtopics subtopic NNS cord-016842-sow7k53m 279 22 , , , cord-016842-sow7k53m 279 23 indicating indicate VBG cord-016842-sow7k53m 279 24 that that IN cord-016842-sow7k53m 279 25 subtopics subtopic NNS cord-016842-sow7k53m 279 26 make make VBP cord-016842-sow7k53m 279 27 the the DT cord-016842-sow7k53m 279 28 news news NN cord-016842-sow7k53m 279 29 consumption consumption NN cord-016842-sow7k53m 279 30 of of IN cord-016842-sow7k53m 279 31 the the DT cord-016842-sow7k53m 279 32 different different JJ cord-016842-sow7k53m 279 33 groups group NNS cord-016842-sow7k53m 279 34 different different JJ cord-016842-sow7k53m 279 35 . . . cord-016842-sow7k53m 280 1 For for IN cord-016842-sow7k53m 280 2 the the DT cord-016842-sow7k53m 280 3 following follow VBG cord-016842-sow7k53m 280 4 studies study NNS cord-016842-sow7k53m 280 5 , , , cord-016842-sow7k53m 280 6 our -PRON- PRP$ cord-016842-sow7k53m 280 7 work work NN cord-016842-sow7k53m 280 8 suggests suggest VBZ cord-016842-sow7k53m 280 9 that that IN cord-016842-sow7k53m 280 10 the the DT cord-016842-sow7k53m 280 11 differences difference NNS cord-016842-sow7k53m 280 12 between between IN cord-016842-sow7k53m 280 13 demographic demographic JJ cord-016842-sow7k53m 280 14 groups group NNS cord-016842-sow7k53m 280 15 should should MD cord-016842-sow7k53m 280 16 be be VB cord-016842-sow7k53m 280 17 examined examine VBN cord-016842-sow7k53m 280 18 at at IN cord-016842-sow7k53m 280 19 the the DT cord-016842-sow7k53m 280 20 appropriate appropriate JJ cord-016842-sow7k53m 280 21 level level NN cord-016842-sow7k53m 280 22 . . . cord-016842-sow7k53m 281 1 One one CD cord-016842-sow7k53m 281 2 potential potential JJ cord-016842-sow7k53m 281 3 limitation limitation NN cord-016842-sow7k53m 281 4 is be VBZ cord-016842-sow7k53m 281 5 that that IN cord-016842-sow7k53m 281 6 we -PRON- PRP cord-016842-sow7k53m 281 7 analyze analyze VBP cord-016842-sow7k53m 281 8 a a DT cord-016842-sow7k53m 281 9 single single JJ cord-016842-sow7k53m 281 10 news news NN cord-016842-sow7k53m 281 11 portal portal NN cord-016842-sow7k53m 281 12 service service NN cord-016842-sow7k53m 281 13 , , , cord-016842-sow7k53m 281 14 even even RB cord-016842-sow7k53m 281 15 though though IN cord-016842-sow7k53m 281 16 it -PRON- PRP cord-016842-sow7k53m 281 17 is be VBZ cord-016842-sow7k53m 281 18 an an DT cord-016842-sow7k53m 281 19 extremely extremely RB cord-016842-sow7k53m 281 20 popular popular JJ cord-016842-sow7k53m 281 21 service service NN cord-016842-sow7k53m 281 22 in in IN cord-016842-sow7k53m 281 23 South South NNP cord-016842-sow7k53m 281 24 Korea Korea NNP cord-016842-sow7k53m 281 25 . . . cord-016842-sow7k53m 282 1 To to IN cord-016842-sow7k53m 282 2 the the DT cord-016842-sow7k53m 282 3 best good JJS cord-016842-sow7k53m 282 4 of of IN cord-016842-sow7k53m 282 5 our -PRON- PRP$ cord-016842-sow7k53m 282 6 knowledge knowledge NN cord-016842-sow7k53m 282 7 , , , cord-016842-sow7k53m 282 8 Daum Daum NNP cord-016842-sow7k53m 282 9 is be VBZ cord-016842-sow7k53m 282 10 the the DT cord-016842-sow7k53m 282 11 only only JJ cord-016842-sow7k53m 282 12 data data NN cord-016842-sow7k53m 282 13 source source NN cord-016842-sow7k53m 282 14 where where WRB cord-016842-sow7k53m 282 15 ( ( -LRB- cord-016842-sow7k53m 282 16 1 1 LS cord-016842-sow7k53m 282 17 ) ) -RRB- cord-016842-sow7k53m 282 18 the the DT cord-016842-sow7k53m 282 19 user user NN cord-016842-sow7k53m 282 20 - - HYPH cord-016842-sow7k53m 282 21 registered register VBN cord-016842-sow7k53m 282 22 demographic demographic JJ cord-016842-sow7k53m 282 23 information information NN cord-016842-sow7k53m 282 24 is be VBZ cord-016842-sow7k53m 282 25 credible credible JJ cord-016842-sow7k53m 282 26 , , , cord-016842-sow7k53m 282 27 and and CC cord-016842-sow7k53m 282 28 ( ( -LRB- cord-016842-sow7k53m 282 29 2 2 LS cord-016842-sow7k53m 282 30 ) ) -RRB- cord-016842-sow7k53m 282 31 the the DT cord-016842-sow7k53m 282 32 user user NN cord-016842-sow7k53m 282 33 base base NN cord-016842-sow7k53m 282 34 spans span VBZ cord-016842-sow7k53m 282 35 all all DT cord-016842-sow7k53m 282 36 generations generation NNS cord-016842-sow7k53m 282 37 and and CC cord-016842-sow7k53m 282 38 parties party NNS cord-016842-sow7k53m 282 39 . . . cord-016842-sow7k53m 283 1 We -PRON- PRP cord-016842-sow7k53m 283 2 are be VBP cord-016842-sow7k53m 283 3 willing willing JJ cord-016842-sow7k53m 283 4 to to TO cord-016842-sow7k53m 283 5 extend extend VB cord-016842-sow7k53m 283 6 our -PRON- PRP$ cord-016842-sow7k53m 283 7 approach approach NN cord-016842-sow7k53m 283 8 to to IN cord-016842-sow7k53m 283 9 new new JJ cord-016842-sow7k53m 283 10 data datum NNS cord-016842-sow7k53m 283 11 sources source NNS cord-016842-sow7k53m 283 12 that that WDT cord-016842-sow7k53m 283 13 satisfy satisfy VBP cord-016842-sow7k53m 283 14 above above IN cord-016842-sow7k53m 283 15 two two CD cord-016842-sow7k53m 283 16 conditions condition NNS cord-016842-sow7k53m 283 17 so so IN cord-016842-sow7k53m 283 18 that that IN cord-016842-sow7k53m 283 19 we -PRON- PRP cord-016842-sow7k53m 283 20 can can MD cord-016842-sow7k53m 283 21 find find VB cord-016842-sow7k53m 283 22 demographic demographic JJ cord-016842-sow7k53m 283 23 differences difference NNS cord-016842-sow7k53m 283 24 in in IN cord-016842-sow7k53m 283 25 news news NN cord-016842-sow7k53m 283 26 consumption consumption NN cord-016842-sow7k53m 283 27 . . . cord-016842-sow7k53m 284 1 We -PRON- PRP cord-016842-sow7k53m 284 2 note note VBP cord-016842-sow7k53m 284 3 that that IN cord-016842-sow7k53m 284 4 all all PDT cord-016842-sow7k53m 284 5 the the DT cord-016842-sow7k53m 284 6 users user NNS cord-016842-sow7k53m 284 7 are be VBP cord-016842-sow7k53m 284 8 exposed expose VBN cord-016842-sow7k53m 284 9 to to IN cord-016842-sow7k53m 284 10 the the DT cord-016842-sow7k53m 284 11 same same JJ cord-016842-sow7k53m 284 12 layout layout NN cord-016842-sow7k53m 284 13 and and CC cord-016842-sow7k53m 284 14 the the DT cord-016842-sow7k53m 284 15 same same JJ cord-016842-sow7k53m 284 16 items item NNS cord-016842-sow7k53m 284 17 if if IN cord-016842-sow7k53m 284 18 they -PRON- PRP cord-016842-sow7k53m 284 19 visit visit VBP cord-016842-sow7k53m 284 20 the the DT cord-016842-sow7k53m 284 21 website website NN cord-016842-sow7k53m 284 22 at at IN cord-016842-sow7k53m 284 23 the the DT cord-016842-sow7k53m 284 24 same same JJ cord-016842-sow7k53m 284 25 time time NN cord-016842-sow7k53m 284 26 . . . cord-016842-sow7k53m 285 1 Thus thus RB cord-016842-sow7k53m 285 2 , , , cord-016842-sow7k53m 285 3 the the DT cord-016842-sow7k53m 285 4 ways way NNS cord-016842-sow7k53m 285 5 to to TO cord-016842-sow7k53m 285 6 show show VB cord-016842-sow7k53m 285 7 news news NN cord-016842-sow7k53m 285 8 , , , cord-016842-sow7k53m 285 9 such such JJ cord-016842-sow7k53m 285 10 as as IN cord-016842-sow7k53m 285 11 news news NN cord-016842-sow7k53m 285 12 clustering clustering NN cord-016842-sow7k53m 285 13 or or CC cord-016842-sow7k53m 285 14 adaptive adaptive JJ cord-016842-sow7k53m 285 15 layout layout NN cord-016842-sow7k53m 285 16 , , , cord-016842-sow7k53m 285 17 can can MD cord-016842-sow7k53m 285 18 not not RB cord-016842-sow7k53m 285 19 selectively selectively RB cord-016842-sow7k53m 285 20 influence influence VB cord-016842-sow7k53m 285 21 on on IN cord-016842-sow7k53m 285 22 a a DT cord-016842-sow7k53m 285 23 certain certain JJ cord-016842-sow7k53m 285 24 user user NN cord-016842-sow7k53m 285 25 segment segment NN cord-016842-sow7k53m 285 26 . . . cord-016842-sow7k53m 286 1 While while IN cord-016842-sow7k53m 286 2 the the DT cord-016842-sow7k53m 286 3 differences difference NNS cord-016842-sow7k53m 286 4 in in IN cord-016842-sow7k53m 286 5 news news NN cord-016842-sow7k53m 286 6 consumption consumption NN cord-016842-sow7k53m 286 7 between between IN cord-016842-sow7k53m 286 8 demographic demographic JJ cord-016842-sow7k53m 286 9 groups group NNS cord-016842-sow7k53m 286 10 can can MD cord-016842-sow7k53m 286 11 be be VB cord-016842-sow7k53m 286 12 explained explain VBN cord-016842-sow7k53m 286 13 partly partly RB cord-016842-sow7k53m 286 14 by by IN cord-016842-sow7k53m 286 15 different different JJ cord-016842-sow7k53m 286 16 interests interest NNS cord-016842-sow7k53m 286 17 on on IN cord-016842-sow7k53m 286 18 subtopics subtopic NNS cord-016842-sow7k53m 286 19 , , , cord-016842-sow7k53m 286 20 there there EX cord-016842-sow7k53m 286 21 could could MD cord-016842-sow7k53m 286 22 be be VB cord-016842-sow7k53m 286 23 other other JJ cord-016842-sow7k53m 286 24 latent latent JJ cord-016842-sow7k53m 286 25 factors factor NNS cord-016842-sow7k53m 286 26 such such JJ cord-016842-sow7k53m 286 27 as as IN cord-016842-sow7k53m 286 28 sentiments sentiment NNS cord-016842-sow7k53m 286 29 or or CC cord-016842-sow7k53m 286 30 frames frame NNS cord-016842-sow7k53m 286 31 of of IN cord-016842-sow7k53m 286 32 news news NN cord-016842-sow7k53m 286 33 . . . cord-016842-sow7k53m 287 1 For for IN cord-016842-sow7k53m 287 2 instance instance NN cord-016842-sow7k53m 287 3 , , , cord-016842-sow7k53m 287 4 Grabe Grabe NNP cord-016842-sow7k53m 287 5 and and CC cord-016842-sow7k53m 287 6 Kamhawi Kamhawi NNP cord-016842-sow7k53m 287 7 found find VBD cord-016842-sow7k53m 287 8 that that IN cord-016842-sow7k53m 287 9 men man NNS cord-016842-sow7k53m 287 10 recognize recognize VB cord-016842-sow7k53m 287 11 and and CC cord-016842-sow7k53m 287 12 respond respond VBP cord-016842-sow7k53m 287 13 more more RBR cord-016842-sow7k53m 287 14 to to TO cord-016842-sow7k53m 287 15 negatively negatively RB cord-016842-sow7k53m 287 16 framed frame VBN cord-016842-sow7k53m 287 17 messages message NNS cord-016842-sow7k53m 287 18 , , , cord-016842-sow7k53m 287 19 while while IN cord-016842-sow7k53m 287 20 women woman NNS cord-016842-sow7k53m 287 21 are be VBP cord-016842-sow7k53m 287 22 more more RBR cord-016842-sow7k53m 287 23 aroused arouse VBN cord-016842-sow7k53m 287 24 by by IN cord-016842-sow7k53m 287 25 and and CC cord-016842-sow7k53m 287 26 engaged engage VBN cord-016842-sow7k53m 287 27 with with IN cord-016842-sow7k53m 287 28 positively positively RB cord-016842-sow7k53m 287 29 framed frame VBN cord-016842-sow7k53m 287 30 messages message NNS cord-016842-sow7k53m 287 31 [ [ -LRB- cord-016842-sow7k53m 287 32 20 20 CD cord-016842-sow7k53m 287 33 ] ] -RRB- cord-016842-sow7k53m 287 34 . . . cord-016842-sow7k53m 288 1 By by IN cord-016842-sow7k53m 288 2 adding add VBG cord-016842-sow7k53m 288 3 another another DT cord-016842-sow7k53m 288 4 dimension dimension NN cord-016842-sow7k53m 288 5 to to IN cord-016842-sow7k53m 288 6 our -PRON- PRP$ cord-016842-sow7k53m 288 7 news news NN cord-016842-sow7k53m 288 8 dimensions dimension NNS cord-016842-sow7k53m 288 9 , , , cord-016842-sow7k53m 288 10 we -PRON- PRP cord-016842-sow7k53m 288 11 can can MD cord-016842-sow7k53m 288 12 understand understand VB cord-016842-sow7k53m 288 13 human human JJ cord-016842-sow7k53m 288 14 behavior behavior NN cord-016842-sow7k53m 288 15 on on IN cord-016842-sow7k53m 288 16 consuming consume VBG cord-016842-sow7k53m 288 17 news news NN cord-016842-sow7k53m 288 18 in in IN cord-016842-sow7k53m 288 19 depth depth NN cord-016842-sow7k53m 288 20 . . . cord-016842-sow7k53m 289 1 In in IN cord-016842-sow7k53m 289 2 this this DT cord-016842-sow7k53m 289 3 work work NN cord-016842-sow7k53m 289 4 , , , cord-016842-sow7k53m 289 5 we -PRON- PRP cord-016842-sow7k53m 289 6 examined examine VBD cord-016842-sow7k53m 289 7 the the DT cord-016842-sow7k53m 289 8 most most RBS cord-016842-sow7k53m 289 9 critical critical JJ cord-016842-sow7k53m 289 10 aspects aspect NNS cord-016842-sow7k53m 289 11 of of IN cord-016842-sow7k53m 289 12 news news NN cord-016842-sow7k53m 289 13 , , , cord-016842-sow7k53m 289 14 which which WDT cord-016842-sow7k53m 289 15 are be VBP cord-016842-sow7k53m 289 16 section section NN cord-016842-sow7k53m 289 17 , , , cord-016842-sow7k53m 289 18 topic topic NN cord-016842-sow7k53m 289 19 , , , cord-016842-sow7k53m 289 20 and and CC cord-016842-sow7k53m 289 21 subtopic subtopic NN cord-016842-sow7k53m 289 22 , , , cord-016842-sow7k53m 289 23 and and CC cord-016842-sow7k53m 289 24 saved save VBD cord-016842-sow7k53m 289 25 the the DT cord-016842-sow7k53m 289 26 other other JJ cord-016842-sow7k53m 289 27 dimensions dimension NNS cord-016842-sow7k53m 289 28 for for IN cord-016842-sow7k53m 289 29 the the DT cord-016842-sow7k53m 289 30 future future JJ cord-016842-sow7k53m 289 31 work work NN cord-016842-sow7k53m 289 32 . . . cord-016842-sow7k53m 290 1 Our -PRON- PRP$ cord-016842-sow7k53m 290 2 results result NNS cord-016842-sow7k53m 290 3 also also RB cord-016842-sow7k53m 290 4 bring bring VBP cord-016842-sow7k53m 290 5 the the DT cord-016842-sow7k53m 290 6 practical practical JJ cord-016842-sow7k53m 290 7 implications implication NNS cord-016842-sow7k53m 290 8 for for IN cord-016842-sow7k53m 290 9 news news NN cord-016842-sow7k53m 290 10 organizations organization NNS cord-016842-sow7k53m 290 11 . . . cord-016842-sow7k53m 291 1 Our -PRON- PRP$ cord-016842-sow7k53m 291 2 characterization characterization NN cord-016842-sow7k53m 291 3 of of IN cord-016842-sow7k53m 291 4 user user NN cord-016842-sow7k53m 291 5 behavior behavior NN cord-016842-sow7k53m 291 6 allows allow VBZ cord-016842-sow7k53m 291 7 them -PRON- PRP cord-016842-sow7k53m 291 8 ( ( -LRB- cord-016842-sow7k53m 291 9 1 1 CD cord-016842-sow7k53m 291 10 ) ) -RRB- cord-016842-sow7k53m 291 11 to to TO cord-016842-sow7k53m 291 12 gain gain VB cord-016842-sow7k53m 291 13 a a DT cord-016842-sow7k53m 291 14 better well JJR cord-016842-sow7k53m 291 15 understanding understanding NN cord-016842-sow7k53m 291 16 of of IN cord-016842-sow7k53m 291 17 what what WP cord-016842-sow7k53m 291 18 people people NNS cord-016842-sow7k53m 291 19 consume consume VBP cord-016842-sow7k53m 291 20 and and CC cord-016842-sow7k53m 291 21 ( ( -LRB- cord-016842-sow7k53m 291 22 2 2 LS cord-016842-sow7k53m 291 23 ) ) -RRB- cord-016842-sow7k53m 291 24 to to TO cord-016842-sow7k53m 291 25 produce produce VB cord-016842-sow7k53m 291 26 more more RBR cord-016842-sow7k53m 291 27 relevant relevant JJ cord-016842-sow7k53m 291 28 and and CC cord-016842-sow7k53m 291 29 engaging engaging JJ cord-016842-sow7k53m 291 30 content content NN cord-016842-sow7k53m 291 31 for for IN cord-016842-sow7k53m 291 32 different different JJ cord-016842-sow7k53m 291 33 demographic demographic JJ cord-016842-sow7k53m 291 34 groups group NNS cord-016842-sow7k53m 291 35 . . . cord-016842-sow7k53m 292 1 Such such JJ cord-016842-sow7k53m 292 2 demographic demographic NN cord-016842-sow7k53m 292 3 - - HYPH cord-016842-sow7k53m 292 4 based base VBN cord-016842-sow7k53m 292 5 profiling profiling NN cord-016842-sow7k53m 292 6 can can MD cord-016842-sow7k53m 292 7 help help VB cord-016842-sow7k53m 292 8 tackle tackle VB cord-016842-sow7k53m 292 9 the the DT cord-016842-sow7k53m 292 10 cold cold JJ cord-016842-sow7k53m 292 11 - - HYPH cord-016842-sow7k53m 292 12 start start NN cord-016842-sow7k53m 292 13 problem problem NN cord-016842-sow7k53m 292 14 for for IN cord-016842-sow7k53m 292 15 new new JJ cord-016842-sow7k53m 292 16 users user NNS cord-016842-sow7k53m 292 17 . . . cord-016842-sow7k53m 293 1 By by IN cord-016842-sow7k53m 293 2 simply simply RB cord-016842-sow7k53m 293 3 knowing know VBG cord-016842-sow7k53m 293 4 the the DT cord-016842-sow7k53m 293 5 gender gender NN cord-016842-sow7k53m 293 6 and and CC cord-016842-sow7k53m 293 7 age age NN cord-016842-sow7k53m 293 8 of of IN cord-016842-sow7k53m 293 9 a a DT cord-016842-sow7k53m 293 10 new new JJ cord-016842-sow7k53m 293 11 user user NN cord-016842-sow7k53m 293 12 , , , cord-016842-sow7k53m 293 13 one one PRP cord-016842-sow7k53m 293 14 can can MD cord-016842-sow7k53m 293 15 provide provide VB cord-016842-sow7k53m 293 16 a a DT cord-016842-sow7k53m 293 17 better well JJR cord-016842-sow7k53m 293 18 user user NN cord-016842-sow7k53m 293 19 experience experience NN cord-016842-sow7k53m 293 20 when when WRB cord-016842-sow7k53m 293 21 reading read VBG cord-016842-sow7k53m 293 22 online online JJ cord-016842-sow7k53m 293 23 news news NN cord-016842-sow7k53m 293 24 . . . cord-016842-sow7k53m 294 1 The the DT cord-016842-sow7k53m 294 2 opposite opposite JJ cord-016842-sow7k53m 294 3 direction direction NN cord-016842-sow7k53m 294 4 of of IN cord-016842-sow7k53m 294 5 the the DT cord-016842-sow7k53m 294 6 inference inference NN cord-016842-sow7k53m 294 7 can can MD cord-016842-sow7k53m 294 8 also also RB cord-016842-sow7k53m 294 9 be be VB cord-016842-sow7k53m 294 10 useful useful JJ cord-016842-sow7k53m 294 11 . . . cord-016842-sow7k53m 295 1 Given give VBN cord-016842-sow7k53m 295 2 the the DT cord-016842-sow7k53m 295 3 first first JJ cord-016842-sow7k53m 295 4 few few JJ cord-016842-sow7k53m 295 5 sets set NNS cord-016842-sow7k53m 295 6 of of IN cord-016842-sow7k53m 295 7 news news NN cord-016842-sow7k53m 295 8 articles article NNS cord-016842-sow7k53m 295 9 , , , cord-016842-sow7k53m 295 10 one one PRP cord-016842-sow7k53m 295 11 can can MD cord-016842-sow7k53m 295 12 infer infer VB cord-016842-sow7k53m 295 13 the the DT cord-016842-sow7k53m 295 14 demographics demographic NNS cord-016842-sow7k53m 295 15 of of IN cord-016842-sow7k53m 295 16 the the DT cord-016842-sow7k53m 295 17 reader reader NN cord-016842-sow7k53m 295 18 . . . cord-016842-sow7k53m 296 1 This this DT cord-016842-sow7k53m 296 2 will will MD cord-016842-sow7k53m 296 3 be be VB cord-016842-sow7k53m 296 4 particularly particularly RB cord-016842-sow7k53m 296 5 useful useful JJ cord-016842-sow7k53m 296 6 if if IN cord-016842-sow7k53m 296 7 the the DT cord-016842-sow7k53m 296 8 demographics demographic NNS cord-016842-sow7k53m 296 9 of of IN cord-016842-sow7k53m 296 10 users user NNS cord-016842-sow7k53m 296 11 are be VBP cord-016842-sow7k53m 296 12 not not RB cord-016842-sow7k53m 296 13 readily readily RB cord-016842-sow7k53m 296 14 available available JJ cord-016842-sow7k53m 296 15 on on IN cord-016842-sow7k53m 296 16 news news NN cord-016842-sow7k53m 296 17 sites site NNS cord-016842-sow7k53m 296 18 . . . cord-016842-sow7k53m 297 1 Tracking track VBG cord-016842-sow7k53m 297 2 information information NN cord-016842-sow7k53m 297 3 epidemics epidemic NNS cord-016842-sow7k53m 297 4 in in IN cord-016842-sow7k53m 297 5 blogspace blogspace NNP cord-016842-sow7k53m 297 6 A a DT cord-016842-sow7k53m 297 7 peek peek NN cord-016842-sow7k53m 297 8 into into IN cord-016842-sow7k53m 297 9 the the DT cord-016842-sow7k53m 297 10 future future NN cord-016842-sow7k53m 297 11 : : : cord-016842-sow7k53m 297 12 predicting predict VBG cord-016842-sow7k53m 297 13 the the DT cord-016842-sow7k53m 297 14 evolution evolution NN cord-016842-sow7k53m 297 15 of of IN cord-016842-sow7k53m 297 16 popularity popularity NN cord-016842-sow7k53m 297 17 in in IN cord-016842-sow7k53m 297 18 user user NN cord-016842-sow7k53m 297 19 generated generate VBN cord-016842-sow7k53m 297 20 content content NN cord-016842-sow7k53m 297 21 ICWSM ICWSM NNP cord-016842-sow7k53m 297 22 2011 2011 CD cord-016842-sow7k53m 297 23 : : : cord-016842-sow7k53m 298 1 Proceedings proceeding NNS cord-016842-sow7k53m 298 2 of of IN cord-016842-sow7k53m 298 3 the the DT cord-016842-sow7k53m 298 4 5th 5th JJ cord-016842-sow7k53m 298 5 International International NNP cord-016842-sow7k53m 298 6 AAAI AAAI NNP cord-016842-sow7k53m 298 7 Conference Conference NNP cord-016842-sow7k53m 298 8 on on IN cord-016842-sow7k53m 298 9 Weblogs Weblogs NNP cord-016842-sow7k53m 298 10 and and CC cord-016842-sow7k53m 298 11 Social Social NNP cord-016842-sow7k53m 298 12 Media Media NNP cord-016842-sow7k53m 298 13 Sharing Sharing NNP cord-016842-sow7k53m 298 14 political political JJ cord-016842-sow7k53m 298 15 news news NN cord-016842-sow7k53m 298 16 : : : cord-016842-sow7k53m 298 17 the the DT cord-016842-sow7k53m 298 18 balancing balancing NN cord-016842-sow7k53m 298 19 act act NN cord-016842-sow7k53m 298 20 of of IN cord-016842-sow7k53m 298 21 intimacy intimacy NN cord-016842-sow7k53m 298 22 and and CC cord-016842-sow7k53m 298 23 socialization socialization NN cord-016842-sow7k53m 298 24 in in IN cord-016842-sow7k53m 298 25 selective selective JJ cord-016842-sow7k53m 298 26 exposure exposure NN cord-016842-sow7k53m 298 27 Partisan partisan JJ cord-016842-sow7k53m 298 28 sharing sharing NN cord-016842-sow7k53m 298 29 : : : cord-016842-sow7k53m 299 1 Facebook Facebook NNP cord-016842-sow7k53m 299 2 evidence evidence NN cord-016842-sow7k53m 299 3 and and CC cord-016842-sow7k53m 299 4 societal societal JJ cord-016842-sow7k53m 299 5 consequences consequence NNS cord-016842-sow7k53m 299 6 Trends trend NNS cord-016842-sow7k53m 299 7 in in IN cord-016842-sow7k53m 299 8 social social JJ cord-016842-sow7k53m 299 9 media medium NNS cord-016842-sow7k53m 299 10 : : : cord-016842-sow7k53m 299 11 persistence persistence NN cord-016842-sow7k53m 299 12 and and CC cord-016842-sow7k53m 299 13 decay decay VB cord-016842-sow7k53m 300 1 The the DT cord-016842-sow7k53m 300 2 role role NN cord-016842-sow7k53m 300 3 of of IN cord-016842-sow7k53m 300 4 social social JJ cord-016842-sow7k53m 300 5 networks network NNS cord-016842-sow7k53m 300 6 in in IN cord-016842-sow7k53m 300 7 information information NN cord-016842-sow7k53m 300 8 diffusion diffusion NN cord-016842-sow7k53m 301 1 The the DT cord-016842-sow7k53m 301 2 pulse pulse NN cord-016842-sow7k53m 301 3 of of IN cord-016842-sow7k53m 301 4 news news NN cord-016842-sow7k53m 301 5 in in IN cord-016842-sow7k53m 301 6 social social JJ cord-016842-sow7k53m 301 7 media medium NNS cord-016842-sow7k53m 301 8 : : : cord-016842-sow7k53m 301 9 forecasting forecasting NN cord-016842-sow7k53m 301 10 popularity popularity NN cord-016842-sow7k53m 301 11 A a DT cord-016842-sow7k53m 301 12 neural neural JJ cord-016842-sow7k53m 301 13 probabilistic probabilistic JJ cord-016842-sow7k53m 301 14 language language NN cord-016842-sow7k53m 301 15 model model NN cord-016842-sow7k53m 301 16 Contextual Contextual NNP cord-016842-sow7k53m 301 17 Design Design NNP cord-016842-sow7k53m 301 18 : : : cord-016842-sow7k53m 302 1 Defining define VBG cord-016842-sow7k53m 302 2 Customer customer NN cord-016842-sow7k53m 302 3 - - HYPH cord-016842-sow7k53m 302 4 Centered Centered NNP cord-016842-sow7k53m 302 5 Systems Systems NNP cord-016842-sow7k53m 302 6 Latent Latent NNP cord-016842-sow7k53m 302 7 dirichlet dirichlet JJ cord-016842-sow7k53m 302 8 allocation allocation NN cord-016842-sow7k53m 302 9 Statistical statistical JJ cord-016842-sow7k53m 302 10 Inference inference NN cord-016842-sow7k53m 302 11 Can Can MD cord-016842-sow7k53m 302 12 cascades cascade NNS cord-016842-sow7k53m 302 13 be be VB cord-016842-sow7k53m 302 14 predicted predict VBN cord-016842-sow7k53m 302 15 ? ? . cord-016842-sow7k53m 303 1 Personalized personalized JJ cord-016842-sow7k53m 303 2 recommendation recommendation NN cord-016842-sow7k53m 303 3 on on IN cord-016842-sow7k53m 303 4 dynamic dynamic JJ cord-016842-sow7k53m 303 5 content content NN cord-016842-sow7k53m 303 6 using use VBG cord-016842-sow7k53m 303 7 predictive predictive JJ cord-016842-sow7k53m 303 8 bilinear bilinear JJ cord-016842-sow7k53m 303 9 models model NNS cord-016842-sow7k53m 303 10 Online online JJ cord-016842-sow7k53m 303 11 news news NN cord-016842-sow7k53m 303 12 consumption consumption NN cord-016842-sow7k53m 303 13 : : : cord-016842-sow7k53m 303 14 a a DT cord-016842-sow7k53m 303 15 structural structural JJ cord-016842-sow7k53m 303 16 model model NN cord-016842-sow7k53m 303 17 linking link VBG cord-016842-sow7k53m 303 18 preference preference NN cord-016842-sow7k53m 303 19 , , , cord-016842-sow7k53m 303 20 use use NN cord-016842-sow7k53m 303 21 , , , cord-016842-sow7k53m 303 22 and and CC cord-016842-sow7k53m 303 23 paying pay VBG cord-016842-sow7k53m 303 24 intent intent NN cord-016842-sow7k53m 303 25 Models model NNS cord-016842-sow7k53m 303 26 of of IN cord-016842-sow7k53m 303 27 the the DT cord-016842-sow7k53m 303 28 self self NN cord-016842-sow7k53m 303 29 : : : cord-016842-sow7k53m 303 30 self self NN cord-016842-sow7k53m 303 31 - - HYPH cord-016842-sow7k53m 303 32 construals construal NNS cord-016842-sow7k53m 303 33 and and CC cord-016842-sow7k53m 303 34 gender gender NN cord-016842-sow7k53m 304 1 The the DT cord-016842-sow7k53m 304 2 anatomy anatomy NN cord-016842-sow7k53m 304 3 of of IN cord-016842-sow7k53m 304 4 large large JJ cord-016842-sow7k53m 304 5 Facebook Facebook NNP cord-016842-sow7k53m 304 6 cascades cascade VBZ cord-016842-sow7k53m 304 7 News News NNP cord-016842-sow7k53m 304 8 in in IN cord-016842-sow7k53m 304 9 online online NN cord-016842-sow7k53m 304 10 and and CC cord-016842-sow7k53m 304 11 print print NN cord-016842-sow7k53m 304 12 newspapers newspaper NNS cord-016842-sow7k53m 304 13 : : : cord-016842-sow7k53m 304 14 differences difference NNS cord-016842-sow7k53m 304 15 in in IN cord-016842-sow7k53m 304 16 reader reader NN cord-016842-sow7k53m 304 17 consumption consumption NN cord-016842-sow7k53m 304 18 and and CC cord-016842-sow7k53m 304 19 recall recall VB cord-016842-sow7k53m 304 20 The the DT cord-016842-sow7k53m 304 21 structural structural JJ cord-016842-sow7k53m 304 22 virality virality NN cord-016842-sow7k53m 304 23 of of IN cord-016842-sow7k53m 304 24 online online JJ cord-016842-sow7k53m 304 25 diffusion diffusion NN cord-016842-sow7k53m 304 26 Hard hard RB cord-016842-sow7k53m 304 27 wired wire VBD cord-016842-sow7k53m 304 28 for for IN cord-016842-sow7k53m 304 29 negative negative JJ cord-016842-sow7k53m 304 30 news news NN cord-016842-sow7k53m 304 31 ? ? . cord-016842-sow7k53m 305 1 Gender gender NN cord-016842-sow7k53m 305 2 differences difference NNS cord-016842-sow7k53m 305 3 in in IN cord-016842-sow7k53m 305 4 processing process VBG cord-016842-sow7k53m 305 5 broadcast broadcast NN cord-016842-sow7k53m 305 6 news news NN cord-016842-sow7k53m 305 7 Music music NN cord-016842-sow7k53m 305 8 and and CC cord-016842-sow7k53m 305 9 music music NN cord-016842-sow7k53m 305 10 videos video NNS cord-016842-sow7k53m 305 11 Distributed distribute VBN cord-016842-sow7k53m 305 12 representations representation NNS cord-016842-sow7k53m 305 13 Probabilistic probabilistic JJ cord-016842-sow7k53m 305 14 latent latent JJ cord-016842-sow7k53m 305 15 semantic semantic JJ cord-016842-sow7k53m 305 16 indexing indexing NN cord-016842-sow7k53m 306 1 The the DT cord-016842-sow7k53m 306 2 gender gender NN cord-016842-sow7k53m 306 3 news news NN cord-016842-sow7k53m 306 4 use use NN cord-016842-sow7k53m 306 5 divide divide NN cord-016842-sow7k53m 306 6 : : : cord-016842-sow7k53m 306 7 Americans Americans NNPS cord-016842-sow7k53m 306 8 ' ' POS cord-016842-sow7k53m 306 9 sextyped sextyped JJ cord-016842-sow7k53m 306 10 selective selective JJ cord-016842-sow7k53m 306 11 exposure exposure NN cord-016842-sow7k53m 306 12 to to IN cord-016842-sow7k53m 306 13 online online JJ cord-016842-sow7k53m 306 14 news news NN cord-016842-sow7k53m 306 15 topics topic NNS cord-016842-sow7k53m 306 16 Prediction Prediction NNP cord-016842-sow7k53m 306 17 of of IN cord-016842-sow7k53m 306 18 retweet retweet NNP cord-016842-sow7k53m 306 19 cascade cascade NN cord-016842-sow7k53m 306 20 size size NN cord-016842-sow7k53m 306 21 over over IN cord-016842-sow7k53m 306 22 time time NN cord-016842-sow7k53m 307 1 What what WP cord-016842-sow7k53m 307 2 is be VBZ cord-016842-sow7k53m 307 3 Twitter Twitter NNP cord-016842-sow7k53m 307 4 Distributed distribute VBN cord-016842-sow7k53m 307 5 representations representation NNS cord-016842-sow7k53m 307 6 of of IN cord-016842-sow7k53m 307 7 sentences sentence NNS cord-016842-sow7k53m 307 8 and and CC cord-016842-sow7k53m 307 9 documents document NNS cord-016842-sow7k53m 307 10 Using use VBG cord-016842-sow7k53m 307 11 a a DT cord-016842-sow7k53m 307 12 model model NN cord-016842-sow7k53m 307 13 of of IN cord-016842-sow7k53m 307 14 social social JJ cord-016842-sow7k53m 307 15 dynamics dynamic NNS cord-016842-sow7k53m 307 16 to to TO cord-016842-sow7k53m 307 17 predict predict VB cord-016842-sow7k53m 307 18 popularity popularity NN cord-016842-sow7k53m 307 19 of of IN cord-016842-sow7k53m 307 20 news news NN cord-016842-sow7k53m 307 21 Meme meme NN cord-016842-sow7k53m 307 22 - - HYPH cord-016842-sow7k53m 307 23 tracking tracking NN cord-016842-sow7k53m 307 24 and and CC cord-016842-sow7k53m 307 25 the the DT cord-016842-sow7k53m 307 26 dynamics dynamic NNS cord-016842-sow7k53m 307 27 of of IN cord-016842-sow7k53m 307 28 the the DT cord-016842-sow7k53m 307 29 news news NN cord-016842-sow7k53m 307 30 cycle cycle NN cord-016842-sow7k53m 308 1 The the DT cord-016842-sow7k53m 308 2 Delphi Delphi NNP cord-016842-sow7k53m 308 3 Method Method NNP cord-016842-sow7k53m 308 4 : : : cord-016842-sow7k53m 308 5 Techniques technique NNS cord-016842-sow7k53m 308 6 and and CC cord-016842-sow7k53m 308 7 Applications Applications NNPS cord-016842-sow7k53m 308 8 Personalized Personalized NNP cord-016842-sow7k53m 308 9 news news NN cord-016842-sow7k53m 308 10 recommendation recommendation NN cord-016842-sow7k53m 308 11 based base VBN cord-016842-sow7k53m 308 12 on on IN cord-016842-sow7k53m 308 13 click click NN cord-016842-sow7k53m 308 14 behavior behavior NN cord-016842-sow7k53m 308 15 Visualizing visualize VBG cord-016842-sow7k53m 308 16 data datum NNS cord-016842-sow7k53m 308 17 using use VBG cord-016842-sow7k53m 308 18 t t NN cord-016842-sow7k53m 308 19 - - HYPH cord-016842-sow7k53m 308 20 SNE SNE NNP cord-016842-sow7k53m 308 21 Gender Gender NNP cord-016842-sow7k53m 308 22 as as IN cord-016842-sow7k53m 308 23 a a DT cord-016842-sow7k53m 308 24 social social JJ cord-016842-sow7k53m 308 25 category category NN cord-016842-sow7k53m 308 26 Efficient efficient JJ cord-016842-sow7k53m 308 27 estimation estimation NN cord-016842-sow7k53m 308 28 of of IN cord-016842-sow7k53m 308 29 word word NN cord-016842-sow7k53m 308 30 representations representation NNS cord-016842-sow7k53m 308 31 in in IN cord-016842-sow7k53m 308 32 vector vector NN cord-016842-sow7k53m 308 33 space space NN cord-016842-sow7k53m 309 1 Distributed distribute VBN cord-016842-sow7k53m 309 2 representations representation NNS cord-016842-sow7k53m 309 3 of of IN cord-016842-sow7k53m 309 4 words word NNS cord-016842-sow7k53m 309 5 and and CC cord-016842-sow7k53m 309 6 phrases phrase NNS cord-016842-sow7k53m 309 7 and and CC cord-016842-sow7k53m 309 8 their -PRON- PRP$ cord-016842-sow7k53m 309 9 compositionality compositionality NN cord-016842-sow7k53m 309 10 Information information NN cord-016842-sow7k53m 309 11 diffusion diffusion NN cord-016842-sow7k53m 309 12 and and CC cord-016842-sow7k53m 309 13 external external JJ cord-016842-sow7k53m 309 14 influence influence NN cord-016842-sow7k53m 309 15 in in IN cord-016842-sow7k53m 309 16 networks network NNS cord-016842-sow7k53m 309 17 Exploring explore VBG cord-016842-sow7k53m 309 18 the the DT cord-016842-sow7k53m 309 19 paradox paradox NN cord-016842-sow7k53m 309 20 of of IN cord-016842-sow7k53m 309 21 the the DT cord-016842-sow7k53m 309 22 enjoyment enjoyment NN cord-016842-sow7k53m 309 23 of of IN cord-016842-sow7k53m 309 24 sad sad JJ cord-016842-sow7k53m 309 25 films film NNS cord-016842-sow7k53m 310 1 The the DT cord-016842-sow7k53m 310 2 respondent respondent NN cord-016842-sow7k53m 310 3 gender gender NN cord-016842-sow7k53m 310 4 gap gap NN cord-016842-sow7k53m 311 1 A a DT cord-016842-sow7k53m 311 2 framework framework NN cord-016842-sow7k53m 311 3 for for IN cord-016842-sow7k53m 311 4 collaborative collaborative JJ cord-016842-sow7k53m 311 5 , , , cord-016842-sow7k53m 311 6 content content NN cord-016842-sow7k53m 311 7 - - HYPH cord-016842-sow7k53m 311 8 based base VBN cord-016842-sow7k53m 311 9 and and CC cord-016842-sow7k53m 311 10 demographic demographic JJ cord-016842-sow7k53m 311 11 filtering filter VBG cord-016842-sow7k53m 311 12 News news NN cord-016842-sow7k53m 311 13 audiences audience NNS cord-016842-sow7k53m 312 1 increasingly increasingly RB cord-016842-sow7k53m 312 2 politicized politicize VBN cord-016842-sow7k53m 312 3 - - HYPH cord-016842-sow7k53m 312 4 Online online JJ cord-016842-sow7k53m 312 5 news news NN cord-016842-sow7k53m 312 6 audience audience NN cord-016842-sow7k53m 312 7 larger large JJR cord-016842-sow7k53m 312 8 , , , cord-016842-sow7k53m 312 9 more more RBR cord-016842-sow7k53m 312 10 diverse diverse JJ cord-016842-sow7k53m 312 11 : : : cord-016842-sow7k53m 312 12 Biennial biennial JJ cord-016842-sow7k53m 312 13 media media NN cord-016842-sow7k53m 312 14 consumption consumption NN cord-016842-sow7k53m 312 15 Sensation sensation NN cord-016842-sow7k53m 312 16 seeking seeking NN cord-016842-sow7k53m 312 17 , , , cord-016842-sow7k53m 312 18 television television NN cord-016842-sow7k53m 312 19 viewing view VBG cord-016842-sow7k53m 312 20 motives motive NNS cord-016842-sow7k53m 312 21 , , , cord-016842-sow7k53m 312 22 and and CC cord-016842-sow7k53m 312 23 home home NN cord-016842-sow7k53m 312 24 television television NN cord-016842-sow7k53m 312 25 viewing viewing NN cord-016842-sow7k53m 312 26 patterns pattern NNS cord-016842-sow7k53m 313 1 Selective selective JJ cord-016842-sow7k53m 313 2 viewing viewing NN cord-016842-sow7k53m 313 3 : : : cord-016842-sow7k53m 313 4 cognition cognition NN cord-016842-sow7k53m 313 5 , , , cord-016842-sow7k53m 313 6 personality personality NN cord-016842-sow7k53m 313 7 and and CC cord-016842-sow7k53m 313 8 television television NN cord-016842-sow7k53m 313 9 genres genre NNS cord-016842-sow7k53m 314 1 Clustering Clustering NNP cord-016842-sow7k53m 314 2 Methods Methods NNPS cord-016842-sow7k53m 314 3 Differences difference NNS cord-016842-sow7k53m 314 4 in in IN cord-016842-sow7k53m 314 5 the the DT cord-016842-sow7k53m 314 6 mechanics mechanic NNS cord-016842-sow7k53m 314 7 of of IN cord-016842-sow7k53m 314 8 information information NN cord-016842-sow7k53m 314 9 diffusion diffusion NN cord-016842-sow7k53m 314 10 across across IN cord-016842-sow7k53m 314 11 topics topic NNS cord-016842-sow7k53m 314 12 : : : cord-016842-sow7k53m 314 13 idioms idiom NNS cord-016842-sow7k53m 314 14 , , , cord-016842-sow7k53m 314 15 political political JJ cord-016842-sow7k53m 314 16 hashtags hashtag NNS cord-016842-sow7k53m 314 17 , , , cord-016842-sow7k53m 314 18 and and CC cord-016842-sow7k53m 314 19 complex complex JJ cord-016842-sow7k53m 314 20 contagion contagion NN cord-016842-sow7k53m 314 21 on on IN cord-016842-sow7k53m 314 22 Twitter Twitter NNP cord-016842-sow7k53m 314 23 Continuous continuous JJ cord-016842-sow7k53m 314 24 space space NN cord-016842-sow7k53m 314 25 language language NN cord-016842-sow7k53m 314 26 models model NNS cord-016842-sow7k53m 314 27 Sharing share VBG cord-016842-sow7k53m 314 28 clusters cluster NNS cord-016842-sow7k53m 314 29 among among IN cord-016842-sow7k53m 314 30 related related JJ cord-016842-sow7k53m 314 31 groups group NNS cord-016842-sow7k53m 314 32 : : : cord-016842-sow7k53m 314 33 hierarchical hierarchical JJ cord-016842-sow7k53m 314 34 dirichlet dirichlet JJ cord-016842-sow7k53m 314 35 processes process NNS cord-016842-sow7k53m 314 36 Qualitative Qualitative NNP cord-016842-sow7k53m 314 37 Research Research NNP cord-016842-sow7k53m 314 38 : : : cord-016842-sow7k53m 315 1 Analysis analysis NN cord-016842-sow7k53m 315 2 Types Types NNPS cord-016842-sow7k53m 315 3 and and CC cord-016842-sow7k53m 315 4 Software Software NNP cord-016842-sow7k53m 315 5 Tools Tools NNPS cord-016842-sow7k53m 316 1 A a DT cord-016842-sow7k53m 316 2 biterm biterm NNP cord-016842-sow7k53m 316 3 topic topic NN cord-016842-sow7k53m 316 4 model model NN cord-016842-sow7k53m 316 5 for for IN cord-016842-sow7k53m 316 6 short short JJ cord-016842-sow7k53m 316 7 texts text NNS cord-016842-sow7k53m 316 8 Modeling model VBG cord-016842-sow7k53m 316 9 information information NN cord-016842-sow7k53m 316 10 diffusion diffusion NN cord-016842-sow7k53m 316 11 in in IN cord-016842-sow7k53m 316 12 implicit implicit JJ cord-016842-sow7k53m 316 13 networks network NNS