{"id":"https://openalex.org/W2154186630","doi":"https://doi.org/10.1145/1935826.1935915","title":"OOLAM","display_name":"OOLAM","publication_year":2011,"publication_date":"2011-02-01","ids":{"openalex":"https://openalex.org/W2154186630","doi":"https://doi.org/10.1145/1935826.1935915","mag":"2154186630"},"language":"en","primary_location":{"id":"doi:10.1145/1935826.1935915","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1935826.1935915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM international conference on Web search and data mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103348357","display_name":"Keke Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keke Cai","raw_affiliation_strings":["IBM Research - China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research - China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113685328","display_name":"Shenghua Bao","orcid":"https://orcid.org/0009-0001-3501-2437"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghua Bao","raw_affiliation_strings":["IBM Research - China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research - China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763270","display_name":"Zi Yang","orcid":"https://orcid.org/0000-0003-2653-7757"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zi Yang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044791875","display_name":"Jie Tang","orcid":"https://orcid.org/0000-0003-3487-4593"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tang","raw_affiliation_strings":["Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058975827","display_name":"Rui Ma","orcid":"https://orcid.org/0000-0002-3055-0527"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ma","raw_affiliation_strings":["IBM Research - China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research - China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425682","display_name":"Li Zhang","orcid":"https://orcid.org/0000-0003-0074-9030"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["IBM Research - China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research - China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010426520","display_name":"Zhong Su","orcid":"https://orcid.org/0000-0003-2303-9787"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Su","raw_affiliation_strings":["IBM Research - China, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Research - China, Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"645","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persona","display_name":"Persona","score":0.8784613609313965},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6725562214851379},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6146899461746216},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5974979996681213},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.566868245601654},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.4927721321582794},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.46143341064453125},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.4595232903957367},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4467577636241913},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4306374192237854},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34259021282196045},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3369910717010498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3054237365722656},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2652532458305359},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.21874400973320007},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.20620352029800415},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.10715392231941223}],"concepts":[{"id":"https://openalex.org/C313442","wikidata":"https://www.wikidata.org/wiki/Q778556","display_name":"Persona","level":2,"score":0.8784613609313965},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6725562214851379},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6146899461746216},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5974979996681213},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.566868245601654},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4927721321582794},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.46143341064453125},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.4595232903957367},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4467577636241913},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4306374192237854},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34259021282196045},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3369910717010498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3054237365722656},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2652532458305359},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.21874400973320007},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.20620352029800415},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10715392231941223},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1935826.1935915","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1935826.1935915","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the fourth ACM international conference on Web search and data mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W120301130","https://openalex.org/W1495750374","https://openalex.org/W1604792744","https://openalex.org/W1854214752","https://openalex.org/W2000938415","https://openalex.org/W2033615083","https://openalex.org/W2042123098","https://openalex.org/W2051650632","https://openalex.org/W2056944867","https://openalex.org/W2061820396","https://openalex.org/W2073415627","https://openalex.org/W2097726431","https://openalex.org/W2098479684","https://openalex.org/W2107559689","https://openalex.org/W2108858998","https://openalex.org/W2109469951","https://openalex.org/W2110082158","https://openalex.org/W2113889316","https://openalex.org/W2124039283","https://openalex.org/W2128269848","https://openalex.org/W2138621811","https://openalex.org/W2139146018","https://openalex.org/W2141403143","https://openalex.org/W2142517301","https://openalex.org/W2144780381","https://openalex.org/W2165190056","https://openalex.org/W2169495811","https://openalex.org/W2170502901","https://openalex.org/W2173213060","https://openalex.org/W2472315014","https://openalex.org/W3102050987","https://openalex.org/W4205184193","https://openalex.org/W4298299405","https://openalex.org/W6720620291"],"related_works":["https://openalex.org/W2952662149","https://openalex.org/W2793616590","https://openalex.org/W2183090405","https://openalex.org/W2065835655","https://openalex.org/W2075666982","https://openalex.org/W3160699245","https://openalex.org/W2782955270","https://openalex.org/W2349928170","https://openalex.org/W1594712698","https://openalex.org/W2499535628"],"abstract_inverted_index":{"Social":[0],"influence":[1,41,57,106,114,125,133,177],"is":[2,69,98,136],"a":[3,19,73],"complex":[4],"and":[5,65,85,129,148],"subtle":[6],"force":[7],"that":[8,40],"governs":[9],"the":[10,16,29,51,77,117,130,140,155,170,173],"dynamics":[11],"of":[12,21,32,37,53,56,124,132,172],"social":[13,33,47,74,78,118],"networks.":[14],"In":[15,120],"past":[17],"years,":[18],"lot":[20],"research":[22],"work":[23],"has":[24],"been":[25,166],"conducted":[26],"to":[27,103,110,153,168],"understand":[28],"spread":[30],"patterns":[31],"influence.":[34],"However,":[35],"most":[36],"approaches":[38],"assume":[39],"exists":[42],"between":[43,59],"users":[44],"with":[45],"active":[46],"interactions,":[48],"but":[49],"ignore":[50],"question":[52,68],"what":[54],"kind":[55],"happens":[58],"them.":[60],"As":[61],"such":[62],"one":[63],"interesting":[64],"also":[66],"fundamental":[67],"raised":[70],"here:":[71],"\"in":[72],"network,":[75],"could":[76],"connection":[79],"reflect":[80],"users'influence":[81],"from":[82,158],"both":[83],"positive":[84],"negative":[86],"aspects?\".":[87],"To":[88],"this":[89,101],"end,":[90],"an":[91],"Opinion":[92],"Oriented":[93],"Link":[94],"Analysis":[95],"Model":[96],"(OOLAM)":[97],"proposed":[99,174],"in":[100,108,116],"paper":[102],"characterize":[104],"users'":[105],"personae":[107,126],"order":[109],"exhibit":[111],"their":[112],"distinguishing":[113],"ability":[115],"network.":[119],"particular,":[121],"three":[122],"types":[123],"are":[127,151],"generalized":[128],"problem":[131],"persona":[134,156,178],"discovery":[135],"formally":[137],"defined.":[138],"Within":[139],"OOLAM":[141],"model,":[142],"two":[143],"factors,":[144],"i.e.,":[145],"opinion":[146,149,160],"consistency":[147],"creditability,":[150],"defined":[152],"capture":[154],"information":[157],"public":[159],"perspective.":[161],"Extensive":[162],"experimental":[163],"studies":[164],"have":[165],"performed":[167],"demonstrate":[169],"effectiveness":[171],"approach":[175],"on":[176],"analysis":[179],"using":[180],"real":[181],"web":[182],"data":[183],"sets.":[184]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2016-06-24T00:00:00"}