{"id":"https://openalex.org/W2030412038","doi":"https://doi.org/10.1145/2817946.2817951","title":"Mining User Deliberation and Bias in Online Newsgroups","display_name":"Mining User Deliberation and Bias in Online Newsgroups","publication_year":2015,"publication_date":"2015-10-27","ids":{"openalex":"https://openalex.org/W2030412038","doi":"https://doi.org/10.1145/2817946.2817951","mag":"2030412038"},"language":"en","primary_location":{"id":"doi:10.1145/2817946.2817951","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2817946.2817951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on Conference on Online Social Networks","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/A5100348943","display_name":"Teng Wang","orcid":"https://orcid.org/0000-0002-5049-3101"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng Wang","raw_affiliation_strings":["University of California, Davis, Davis, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001037881","display_name":"Fredrik Erlandsson","orcid":"https://orcid.org/0000-0003-3219-9598"},"institutions":[{"id":"https://openalex.org/I52719799","display_name":"Blekinge Institute of Technology","ror":"https://ror.org/0093a8w51","country_code":"SE","type":"education","lineage":["https://openalex.org/I52719799"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fredrik Erlandsson","raw_affiliation_strings":["Blekinge Institute of Technology, Karlskrona, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Blekinge Institute of Technology, Karlskrona, Sweden","institution_ids":["https://openalex.org/I52719799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103825456","display_name":"Shyhtsun Felix Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shyhtsun Felix Wu","raw_affiliation_strings":["University of California, Davis, Davis, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9991000294685364,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.8257594108581543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7064732909202576},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5159083604812622},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44338905811309814},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.43964773416519165},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3694308400154114},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3691049814224243},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3628902733325958},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3414531946182251},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.23443317413330078},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1258334219455719}],"concepts":[{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.8257594108581543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064732909202576},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5159083604812622},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44338905811309814},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.43964773416519165},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3694308400154114},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3691049814224243},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3628902733325958},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3414531946182251},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.23443317413330078},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1258334219455719},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2817946.2817951","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2817946.2817951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM on Conference on Online Social Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W44826545","https://openalex.org/W84889933","https://openalex.org/W192714392","https://openalex.org/W226959768","https://openalex.org/W646670893","https://openalex.org/W1534728038","https://openalex.org/W1543632889","https://openalex.org/W1929289458","https://openalex.org/W1971421925","https://openalex.org/W1981194654","https://openalex.org/W1982839492","https://openalex.org/W2002667402","https://openalex.org/W2012528968","https://openalex.org/W2029181554","https://openalex.org/W2040335018","https://openalex.org/W2047940964","https://openalex.org/W2079225985","https://openalex.org/W2089946007","https://openalex.org/W2089985547","https://openalex.org/W2090518341","https://openalex.org/W2097480711","https://openalex.org/W2115048421","https://openalex.org/W2123402141","https://openalex.org/W2127411301","https://openalex.org/W2138351915","https://openalex.org/W2140910804","https://openalex.org/W2145977038","https://openalex.org/W2150375325","https://openalex.org/W2154637800","https://openalex.org/W2156025305","https://openalex.org/W2156539182","https://openalex.org/W2165840237","https://openalex.org/W2167704725","https://openalex.org/W2398001095","https://openalex.org/W2398784698","https://openalex.org/W3102103731","https://openalex.org/W3122515792","https://openalex.org/W3123570947","https://openalex.org/W3124105495","https://openalex.org/W4213329890"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2753773138","https://openalex.org/W3204354834","https://openalex.org/W6292469","https://openalex.org/W2801092833","https://openalex.org/W2901193592","https://openalex.org/W156167186","https://openalex.org/W2223796429","https://openalex.org/W2503756621","https://openalex.org/W2916315332"],"abstract_inverted_index":{"Social":[0],"media":[1],"is":[2,129],"changing":[3],"many":[4],"different":[5,152],"aspects":[6],"of":[7,46,58,117,124,138,151,197,206],"our":[8,82,93],"lives.":[9],"By":[10],"participating":[11],"in":[12,51,75,92,145,157,209,215,243],"online":[13,39,52,76,111,185,216,229,247],"discussions,":[14],"people":[15,224],"exchange":[16],"opinions":[17],"on":[18,121,166],"various":[19],"topics,":[20],"shape":[21],"their":[22,27],"stances,":[23],"and":[24,42,49,72,88,133,163,180,213,227,238,246],"gradually":[25],"form":[26],"own":[28],"characteristics.":[29,126],"In":[30,54,78,100],"this":[31,90,106,167],"paper,":[32,60],"we":[33,61,80,113,169],"propose":[34,62],"a":[35,63,97,136,172],"framework":[36],"for":[37,68,223],"identifying":[38],"user":[40,47,70,125,131,178,211],"characteristics":[41],"understanding":[43],"the":[44,55,59,101,115,122,193],"formation":[45,123],"deliberation":[48,71,132,179,212],"bias":[50,73,134,181,214],"newsgroups.":[53,77,217,230],"first":[56,194],"section":[57],"dynamic":[64],"user-like":[65],"graph":[66],"model":[67,91,107,175],"recognizing":[69],"automatically":[74],"addition,":[79],"evaluate":[81],"identification":[83],"results":[84,188],"with":[85],"linguistic":[86],"features":[87],"implement":[89],"SINCERE":[94],"system":[95],"as":[96],"real-time":[98],"service.":[99],"second":[102],"section,":[103],"after":[104],"applying":[105],"to":[108,176],"two":[109],"large":[110],"newsgroups,":[112],"analyze":[114],"influence":[116],"early":[118,184],"discussion":[119],"context":[120],"Our":[127,187],"conclusion":[128],"that":[130,190],"are":[135],"product":[137],"situations,":[139],"not":[140],"simply":[141],"dispositions:":[142],"confronting":[143],"disagreement":[144],"unfamiliar":[146],"circumstances":[147,159],"promotes":[148],"more":[149],"consideration":[150],"opinions,":[153],"while":[154],"recurring":[155],"conflict":[156],"familiar":[158],"evokes":[160],"close-minded":[161],"behavior":[162],"bias.":[164],"Based":[165],"observation,":[168],"also":[170],"build":[171],"supervised":[173],"learning":[174],"predict":[177],"at":[182],"an":[183,202],"life-stage.":[186],"show":[189],"having":[191],"only":[192],"three":[195],"months":[196],"users'":[198],"interaction":[199],"data":[200],"generates":[201],"F1":[203],"accuracy":[204],"level":[205],"around":[207],"70%":[208],"predicting":[210],"This":[218],"work":[219],"has":[220,239],"practical":[221],"significance":[222],"who":[225],"design":[226],"maintain":[228],"It":[231],"yields":[232],"new":[233],"insights":[234],"into":[235],"opinion":[236],"diffusion":[237],"wide":[240],"potential":[241],"applications":[242],"politics,":[244],"education,":[245],"social":[248],"media.":[249]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
