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