id sid tid token lemma pos 1r66j100v5f 1 1 networks network NOUN 1r66j100v5f 1 2 provide provide VERB 1r66j100v5f 1 3 a a DET 1r66j100v5f 1 4 natural natural ADJ 1r66j100v5f 1 5 and and CCONJ 1r66j100v5f 1 6 powerful powerful ADJ 1r66j100v5f 1 7 way way NOUN 1r66j100v5f 1 8 to to PART 1r66j100v5f 1 9 model model VERB 1r66j100v5f 1 10 complex complex ADJ 1r66j100v5f 1 11 real real ADJ 1r66j100v5f 1 12 - - PUNCT 1r66j100v5f 1 13 world world NOUN 1r66j100v5f 1 14 systems system NOUN 1r66j100v5f 1 15 in in ADP 1r66j100v5f 1 16 various various ADJ 1r66j100v5f 1 17 domains domain NOUN 1r66j100v5f 1 18 . . PUNCT 1r66j100v5f 2 1 studying study VERB 1r66j100v5f 2 2 structure structure NOUN 1r66j100v5f 2 3 of of ADP 1r66j100v5f 2 4 a a DET 1r66j100v5f 2 5 network network NOUN 1r66j100v5f 2 6 can can AUX 1r66j100v5f 2 7 help help VERB 1r66j100v5f 2 8 extract extract VERB 1r66j100v5f 2 9 functional functional ADJ 1r66j100v5f 2 10 knowledge knowledge NOUN 1r66j100v5f 2 11 about about ADP 1r66j100v5f 2 12 the the DET 1r66j100v5f 2 13 corresponding corresponding ADJ 1r66j100v5f 2 14 system system NOUN 1r66j100v5f 2 15 . . PUNCT 1r66j100v5f 3 1 as as SCONJ 1r66j100v5f 3 2 real real ADJ 1r66j100v5f 3 3 - - PUNCT 1r66j100v5f 3 4 world world NOUN 1r66j100v5f 3 5 networks network NOUN 1r66j100v5f 3 6 exhibit exhibit VERB 1r66j100v5f 3 7 non non ADJ 1r66j100v5f 3 8 - - ADJ 1r66j100v5f 3 9 trivial trivial ADJ 1r66j100v5f 3 10 organization organization NOUN 1r66j100v5f 3 11 at at ADP 1r66j100v5f 3 12 many many ADJ 1r66j100v5f 3 13 scales scale NOUN 1r66j100v5f 3 14 , , PUNCT 1r66j100v5f 3 15 this this DET 1r66j100v5f 3 16 extraction extraction NOUN 1r66j100v5f 3 17 can can AUX 1r66j100v5f 3 18 be be AUX 1r66j100v5f 3 19 done do VERB 1r66j100v5f 3 20 on on ADP 1r66j100v5f 3 21 different different ADJ 1r66j100v5f 3 22 levels level NOUN 1r66j100v5f 3 23 : : PUNCT 1r66j100v5f 3 24 from from ADP 1r66j100v5f 3 25 the the DET 1r66j100v5f 3 26 global global ADJ 1r66j100v5f 3 27 perspective perspective NOUN 1r66j100v5f 3 28 of of ADP 1r66j100v5f 3 29 the the DET 1r66j100v5f 3 30 whole whole ADJ 1r66j100v5f 3 31 network network NOUN 1r66j100v5f 3 32 to to ADP 1r66j100v5f 3 33 the the DET 1r66j100v5f 3 34 intermediate intermediate ADJ 1r66j100v5f 3 35 perspective perspective NOUN 1r66j100v5f 3 36 of of ADP 1r66j100v5f 3 37 node node NOUN 1r66j100v5f 3 38 groups group NOUN 1r66j100v5f 3 39 ( ( PUNCT 1r66j100v5f 3 40 or or CCONJ 1r66j100v5f 3 41 communities community NOUN 1r66j100v5f 3 42 ) ) PUNCT 1r66j100v5f 3 43 to to ADP 1r66j100v5f 3 44 the the DET 1r66j100v5f 3 45 local local ADJ 1r66j100v5f 3 46 perspective perspective NOUN 1r66j100v5f 3 47 of of ADP 1r66j100v5f 3 48 individual individual ADJ 1r66j100v5f 3 49 nodes node NOUN 1r66j100v5f 3 50 . . PUNCT 1r66j100v5f 4 1 with with ADP 1r66j100v5f 4 2 new new ADJ 1r66j100v5f 4 3 technological technological ADJ 1r66j100v5f 4 4 advances advance NOUN 1r66j100v5f 4 5 , , PUNCT 1r66j100v5f 4 6 the the DET 1r66j100v5f 4 7 amount amount NOUN 1r66j100v5f 4 8 of of ADP 1r66j100v5f 4 9 available available ADJ 1r66j100v5f 4 10 real real ADJ 1r66j100v5f 4 11 - - PUNCT 1r66j100v5f 4 12 world world NOUN 1r66j100v5f 4 13 network network NOUN 1r66j100v5f 4 14 data datum NOUN 1r66j100v5f 4 15 in in ADP 1r66j100v5f 4 16 different different ADJ 1r66j100v5f 4 17 domains domain NOUN 1r66j100v5f 4 18 rapidly rapidly ADV 1r66j100v5f 4 19 increases increase VERB 1r66j100v5f 4 20 . . PUNCT 1r66j100v5f 5 1 in in ADP 1r66j100v5f 5 2 addition addition NOUN 1r66j100v5f 5 3 , , PUNCT 1r66j100v5f 5 4 networks network NOUN 1r66j100v5f 5 5 are be AUX 1r66j100v5f 5 6 growing grow VERB 1r66j100v5f 5 7 in in ADP 1r66j100v5f 5 8 size size NOUN 1r66j100v5f 5 9 and and CCONJ 1r66j100v5f 5 10 complexity complexity NOUN 1r66j100v5f 5 11 . . PUNCT 1r66j100v5f 6 1 for for ADP 1r66j100v5f 6 2 example example NOUN 1r66j100v5f 6 3 , , PUNCT 1r66j100v5f 6 4 whereas whereas SCONJ 1r66j100v5f 6 5 traditional traditional ADJ 1r66j100v5f 6 6 network network NOUN 1r66j100v5f 6 7 data datum NOUN 1r66j100v5f 6 8 has have AUX 1r66j100v5f 6 9 been be AUX 1r66j100v5f 6 10 static static ADJ 1r66j100v5f 6 11 , , PUNCT 1r66j100v5f 6 12 because because SCONJ 1r66j100v5f 6 13 it it PRON 1r66j100v5f 6 14 has have AUX 1r66j100v5f 6 15 become become VERB 1r66j100v5f 6 16 easier easy ADJ 1r66j100v5f 6 17 to to PART 1r66j100v5f 6 18 record record VERB 1r66j100v5f 6 19 system system NOUN 1r66j100v5f 6 20 evolution evolution NOUN 1r66j100v5f 6 21 , , PUNCT 1r66j100v5f 6 22 more more ADJ 1r66j100v5f 6 23 of of ADP 1r66j100v5f 6 24 dynamic dynamic ADJ 1r66j100v5f 6 25 network network NOUN 1r66j100v5f 6 26 data datum NOUN 1r66j100v5f 6 27 is be AUX 1r66j100v5f 6 28 becoming become VERB 1r66j100v5f 6 29 available available ADJ 1r66j100v5f 6 30 . . PUNCT 1r66j100v5f 7 1 for for ADP 1r66j100v5f 7 2 these these DET 1r66j100v5f 7 3 reasons reason NOUN 1r66j100v5f 7 4 , , PUNCT 1r66j100v5f 7 5 it it PRON 1r66j100v5f 7 6 is be AUX 1r66j100v5f 7 7 critical critical ADJ 1r66j100v5f 7 8 to to PART 1r66j100v5f 7 9 develop develop VERB 1r66j100v5f 7 10 novel novel ADJ 1r66j100v5f 7 11 computational computational ADJ 1r66j100v5f 7 12 strategies strategy NOUN 1r66j100v5f 7 13 for for ADP 1r66j100v5f 7 14 efficient efficient ADJ 1r66j100v5f 7 15 extraction extraction NOUN 1r66j100v5f 7 16 of of ADP 1r66j100v5f 7 17 functional functional ADJ 1r66j100v5f 7 18 information information NOUN 1r66j100v5f 7 19 from from ADP 1r66j100v5f 7 20 the the DET 1r66j100v5f 7 21 structure structure NOUN 1r66j100v5f 7 22 of of ADP 1r66j100v5f 7 23 such such ADJ 1r66j100v5f 7 24 complex complex NOUN 1r66j100v5f 7 25 ( ( PUNCT 1r66j100v5f 7 26 e.g. e.g. ADJ 1r66j100v5f 7 27 , , PUNCT 1r66j100v5f 7 28 dynamic dynamic ADJ 1r66j100v5f 7 29 ) ) PUNCT 1r66j100v5f 7 30 networks network NOUN 1r66j100v5f 7 31 . . PUNCT 1r66j100v5f 8 1 and and CCONJ 1r66j100v5f 8 2 this this PRON 1r66j100v5f 8 3 is be AUX 1r66j100v5f 8 4 the the DET 1r66j100v5f 8 5 main main ADJ 1r66j100v5f 8 6 focus focus NOUN 1r66j100v5f 8 7 of of ADP 1r66j100v5f 8 8 this this DET 1r66j100v5f 8 9 dissertation dissertation NOUN 1r66j100v5f 8 10 . . PUNCT 1r66j100v5f 9 1 we we PRON 1r66j100v5f 9 2 achieve achieve VERB 1r66j100v5f 9 3 this this DET 1r66j100v5f 9 4 goal goal NOUN 1r66j100v5f 9 5 in in ADP 1r66j100v5f 9 6 two two NUM 1r66j100v5f 9 7 different different ADJ 1r66j100v5f 9 8 ways way NOUN 1r66j100v5f 9 9 , , PUNCT 1r66j100v5f 9 10 by by ADP 1r66j100v5f 9 11 : : PUNCT 1r66j100v5f 9 12 1 1 NUM 1r66j100v5f 9 13 ) ) PUNCT 1r66j100v5f 9 14 answering answer VERB 1r66j100v5f 9 15 novel novel ADJ 1r66j100v5f 9 16 research research NOUN 1r66j100v5f 9 17 questions question NOUN 1r66j100v5f 9 18 via via ADP 1r66j100v5f 9 19 established establish VERB 1r66j100v5f 9 20 network network NOUN 1r66j100v5f 9 21 approaches approach NOUN 1r66j100v5f 9 22 , , PUNCT 1r66j100v5f 9 23 and and CCONJ 1r66j100v5f 9 24 2 2 X 1r66j100v5f 9 25 ) ) PUNCT 1r66j100v5f 9 26 developing develop VERB 1r66j100v5f 9 27 novel novel NOUN 1r66j100v5f 9 28 network network NOUN 1r66j100v5f 9 29 approaches approach NOUN 1r66j100v5f 9 30 for for ADP 1r66j100v5f 9 31 established establish VERB 1r66j100v5f 9 32 research research NOUN 1r66j100v5f 9 33 questions.in questions.in NUM 1r66j100v5f 9 34 the the DET 1r66j100v5f 9 35 first first ADJ 1r66j100v5f 9 36 context context NOUN 1r66j100v5f 9 37 , , PUNCT 1r66j100v5f 9 38 we we PRON 1r66j100v5f 9 39 apply apply VERB 1r66j100v5f 9 40 global global ADJ 1r66j100v5f 9 41 network network NOUN 1r66j100v5f 9 42 analysis analysis NOUN 1r66j100v5f 9 43 to to PART 1r66j100v5f 9 44 answer answer VERB 1r66j100v5f 9 45 a a DET 1r66j100v5f 9 46 novel novel ADJ 1r66j100v5f 9 47 question question NOUN 1r66j100v5f 9 48 in in ADP 1r66j100v5f 9 49 a a DET 1r66j100v5f 9 50 novel novel ADJ 1r66j100v5f 9 51 domain domain NOUN 1r66j100v5f 9 52 in in ADP 1r66j100v5f 9 53 which which PRON 1r66j100v5f 9 54 network network NOUN 1r66j100v5f 9 55 research research NOUN 1r66j100v5f 9 56 has have AUX 1r66j100v5f 9 57 not not PART 1r66j100v5f 9 58 been be AUX 1r66j100v5f 9 59 used use VERB 1r66j100v5f 9 60 to to ADP 1r66j100v5f 9 61 date date NOUN 1r66j100v5f 9 62 -interpreting -interprete VERB 1r66j100v5f 9 63 affective affective ADJ 1r66j100v5f 9 64 physiological physiological ADJ 1r66j100v5f 9 65 data datum NOUN 1r66j100v5f 9 66 . . PUNCT 1r66j100v5f 10 1 in in ADP 1r66j100v5f 10 2 addition addition NOUN 1r66j100v5f 10 3 , , PUNCT 1r66j100v5f 10 4 we we PRON 1r66j100v5f 10 5 employ employ VERB 1r66j100v5f 10 6 local local ADJ 1r66j100v5f 10 7 network network NOUN 1r66j100v5f 10 8 analysis analysis NOUN 1r66j100v5f 10 9 to to PART 1r66j100v5f 10 10 study study VERB 1r66j100v5f 10 11 the the DET 1r66j100v5f 10 12 interplay interplay NOUN 1r66j100v5f 10 13 between between ADP 1r66j100v5f 10 14 individuals individual NOUN 1r66j100v5f 10 15 ' ' PART 1r66j100v5f 10 16 social social ADJ 1r66j100v5f 10 17 interactions interaction NOUN 1r66j100v5f 10 18 and and CCONJ 1r66j100v5f 10 19 traits trait NOUN 1r66j100v5f 10 20 from from ADP 1r66j100v5f 10 21 a a DET 1r66j100v5f 10 22 new new ADJ 1r66j100v5f 10 23 dynamic dynamic NOUN 1r66j100v5f 10 24 ( ( PUNCT 1r66j100v5f 10 25 rather rather ADV 1r66j100v5f 10 26 than than ADP 1r66j100v5f 10 27 traditional traditional ADJ 1r66j100v5f 10 28 static static NOUN 1r66j100v5f 10 29 ) ) PUNCT 1r66j100v5f 10 30 network network NOUN 1r66j100v5f 10 31 viewpoint.in viewpoint.in ADP 1r66j100v5f 10 32 the the DET 1r66j100v5f 10 33 second second ADJ 1r66j100v5f 10 34 context context NOUN 1r66j100v5f 10 35 , , PUNCT 1r66j100v5f 10 36 we we PRON 1r66j100v5f 10 37 take take VERB 1r66j100v5f 10 38 a a DET 1r66j100v5f 10 39 well well ADV 1r66j100v5f 10 40 - - PUNCT 1r66j100v5f 10 41 established establish VERB 1r66j100v5f 10 42 local local ADJ 1r66j100v5f 10 43 analysis analysis NOUN 1r66j100v5f 10 44 approach approach NOUN 1r66j100v5f 10 45 for for ADP 1r66j100v5f 10 46 static static ADJ 1r66j100v5f 10 47 networks network NOUN 1r66j100v5f 10 48 to to PART 1r66j100v5f 10 49 develop develop VERB 1r66j100v5f 10 50 a a DET 1r66j100v5f 10 51 novel novel ADJ 1r66j100v5f 10 52 method method NOUN 1r66j100v5f 10 53 for for ADP 1r66j100v5f 10 54 the the DET 1r66j100v5f 10 55 problem problem NOUN 1r66j100v5f 10 56 of of ADP 1r66j100v5f 10 57 link link NOUN 1r66j100v5f 10 58 prediction prediction NOUN 1r66j100v5f 10 59 , , PUNCT 1r66j100v5f 10 60 which which PRON 1r66j100v5f 10 61 we we PRON 1r66j100v5f 10 62 use use VERB 1r66j100v5f 10 63 for for ADP 1r66j100v5f 10 64 de de ADJ 1r66j100v5f 10 65 - - ADJ 1r66j100v5f 10 66 noising noise VERB 1r66j100v5f 10 67 biological biological ADJ 1r66j100v5f 10 68 networks network NOUN 1r66j100v5f 10 69 . . PUNCT 1r66j100v5f 11 1 moreover moreover ADV 1r66j100v5f 11 2 , , PUNCT 1r66j100v5f 11 3 we we PRON 1r66j100v5f 11 4 take take VERB 1r66j100v5f 11 5 the the DET 1r66j100v5f 11 6 same same ADJ 1r66j100v5f 11 7 static static ADJ 1r66j100v5f 11 8 local local ADJ 1r66j100v5f 11 9 approach approach NOUN 1r66j100v5f 11 10 and and CCONJ 1r66j100v5f 11 11 develop develop VERB 1r66j100v5f 11 12 new new ADJ 1r66j100v5f 11 13 theory theory NOUN 1r66j100v5f 11 14 for for ADP 1r66j100v5f 11 15 dynamic dynamic ADJ 1r66j100v5f 11 16 network network NOUN 1r66j100v5f 11 17 analysis analysis NOUN 1r66j100v5f 11 18 . . PUNCT 1r66j100v5f 12 1 we we PRON 1r66j100v5f 12 2 demonstrate demonstrate VERB 1r66j100v5f 12 3 that that SCONJ 1r66j100v5f 12 4 accounting account VERB 1r66j100v5f 12 5 for for ADP 1r66j100v5f 12 6 temporal temporal ADJ 1r66j100v5f 12 7 information information NOUN 1r66j100v5f 12 8 helps help VERB 1r66j100v5f 12 9 and and CCONJ 1r66j100v5f 12 10 use use VERB 1r66j100v5f 12 11 our our PRON 1r66j100v5f 12 12 method method NOUN 1r66j100v5f 12 13 to to PART 1r66j100v5f 12 14 study study VERB 1r66j100v5f 12 15 human human ADJ 1r66j100v5f 12 16 aging aging NOUN 1r66j100v5f 12 17 from from ADP 1r66j100v5f 12 18 biological biological ADJ 1r66j100v5f 12 19 networks network NOUN 1r66j100v5f 12 20 . . PUNCT 1r66j100v5f 13 1 finally finally ADV 1r66j100v5f 13 2 , , PUNCT 1r66j100v5f 13 3 we we PRON 1r66j100v5f 13 4 introduce introduce VERB 1r66j100v5f 13 5 a a DET 1r66j100v5f 13 6 new new ADJ 1r66j100v5f 13 7 approach approach NOUN 1r66j100v5f 13 8 for for ADP 1r66j100v5f 13 9 studying study VERB 1r66j100v5f 13 10 dynamic dynamic ADJ 1r66j100v5f 13 11 networks network NOUN 1r66j100v5f 13 12 from from ADP 1r66j100v5f 13 13 the the DET 1r66j100v5f 13 14 intermediate intermediate ADJ 1r66j100v5f 13 15 perspective perspective NOUN 1r66j100v5f 13 16 , , PUNCT 1r66j100v5f 13 17 which which PRON 1r66j100v5f 13 18 deals deal VERB 1r66j100v5f 13 19 with with ADP 1r66j100v5f 13 20 the the DET 1r66j100v5f 13 21 problem problem NOUN 1r66j100v5f 13 22 of of ADP 1r66j100v5f 13 23 segment segment ADJ 1r66j100v5f 13 24 community community NOUN 1r66j100v5f 13 25 detection detection NOUN 1r66j100v5f 13 26 . . PUNCT 1r66j100v5f 14 1 we we PRON 1r66j100v5f 14 2 show show VERB 1r66j100v5f 14 3 that that SCONJ 1r66j100v5f 14 4 our our PRON 1r66j100v5f 14 5 approach approach NOUN 1r66j100v5f 14 6 outperforms outperform VERB 1r66j100v5f 14 7 existing exist VERB 1r66j100v5f 14 8 methods method NOUN 1r66j100v5f 14 9 in in ADP 1r66j100v5f 14 10 terms term NOUN 1r66j100v5f 14 11 of of ADP 1r66j100v5f 14 12 both both CCONJ 1r66j100v5f 14 13 accuracy accuracy NOUN 1r66j100v5f 14 14 and and CCONJ 1r66j100v5f 14 15 computational computational ADJ 1r66j100v5f 14 16 complexity complexity NOUN 1r66j100v5f 14 17 . . PUNCT