{"id":"https://openalex.org/W3000155280","doi":"https://doi.org/10.1145/3341161.3342927","title":"The role of user profiles for fake news detection","display_name":"The role of user profiles for fake news detection","publication_year":2019,"publication_date":"2019-08-27","ids":{"openalex":"https://openalex.org/W3000155280","doi":"https://doi.org/10.1145/3341161.3342927","mag":"3000155280"},"language":"en","primary_location":{"id":"doi:10.1145/3341161.3342927","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3341161.3342927","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3341161.3342927","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3341161.3342927","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058670321","display_name":"Kai Shu","orcid":"https://orcid.org/0000-0002-6043-1764"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Shu","raw_affiliation_strings":["Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008404864","display_name":"Xinyi Zhou","orcid":"https://orcid.org/0009-0007-4780-7636"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyi Zhou","raw_affiliation_strings":["Penn State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011048500","display_name":"Suhang Wang","orcid":"https://orcid.org/0000-0003-3448-4878"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suhang Wang","raw_affiliation_strings":["Syracuse University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University","institution_ids":["https://openalex.org/I70983195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021992851","display_name":"Reza Zafarani","orcid":"https://orcid.org/0000-0002-0352-848X"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Reza Zafarani","raw_affiliation_strings":["Penn State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338946","display_name":"Huan Liu","orcid":"https://orcid.org/0000-0002-3264-7904"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan Liu","raw_affiliation_strings":["Arizona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":86.3264,"has_fulltext":true,"cited_by_count":221,"citation_normalized_percentile":{"value":0.99925909,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"436","last_page":"439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11147","display_name":"Misinformation and Its Impacts","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9944999814033508,"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/fake-news","display_name":"Fake news","score":0.747638463973999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7302316427230835},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7094103097915649},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7063324451446533},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5410488843917847},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47517648339271545},{"id":"https://openalex.org/keywords/news-media","display_name":"News media","score":0.4377746880054474},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.41529062390327454},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.27334800362586975},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14770397543907166},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10426977276802063}],"concepts":[{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.747638463973999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7302316427230835},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7094103097915649},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7063324451446533},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5410488843917847},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47517648339271545},{"id":"https://openalex.org/C529147693","wikidata":"https://www.wikidata.org/wiki/Q1193236","display_name":"News media","level":2,"score":0.4377746880054474},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41529062390327454},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.27334800362586975},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14770397543907166},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10426977276802063},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3341161.3342927","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3341161.3342927","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3341161.3342927","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3341161.3342927","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3341161.3342927","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3341161.3342927","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1602731932","display_name":null,"funder_award_id":"N000141812108","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4583649847","display_name":null,"funder_award_id":"N000141812108","funder_id":"https://openalex.org/F4320338298","funder_display_name":"Office of Naval Research Global"}],"funders":[{"id":"https://openalex.org/F4320309532","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"},{"id":"https://openalex.org/F4320338298","display_name":"Office of Naval Research Global","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3000155280.pdf","grobid_xml":"https://content.openalex.org/works/W3000155280.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W607660676","https://openalex.org/W1526882625","https://openalex.org/W1796766288","https://openalex.org/W2084591134","https://openalex.org/W2119595472","https://openalex.org/W2188365844","https://openalex.org/W2251293245","https://openalex.org/W2263846226","https://openalex.org/W2424495361","https://openalex.org/W2513719735","https://openalex.org/W2587944871","https://openalex.org/W2593408211","https://openalex.org/W2742330194","https://openalex.org/W2810026022","https://openalex.org/W2891453035","https://openalex.org/W2902998547","https://openalex.org/W2915177913","https://openalex.org/W2949813784","https://openalex.org/W3031781733","https://openalex.org/W3098249847","https://openalex.org/W6671933157","https://openalex.org/W6726036772","https://openalex.org/W6929481427"],"related_works":["https://openalex.org/W2897010431","https://openalex.org/W2610867798","https://openalex.org/W4400889735","https://openalex.org/W3206179000","https://openalex.org/W3102522885","https://openalex.org/W2604556392","https://openalex.org/W2609845429","https://openalex.org/W2752459574","https://openalex.org/W2899516544","https://openalex.org/W2905125122"],"abstract_inverted_index":{"Consuming":[0],"news":[1,47,58,66,112,170,191,230],"from":[2,171],"social":[3,27,89,108,222],"media":[4,10,28,90,109,223],"is":[5,60,67,75],"becoming":[6],"increasingly":[7],"popular.":[8],"Social":[9],"appeals":[11],"to":[12,15,37,69,117,140,166],"users":[13,135],"due":[14],"its":[16],"fast":[17],"dissemination":[18],"of":[19,33,42,101,152,183,199,208,217,221],"information,":[20],"low":[21],"cost,":[22],"and":[23,91,103,123,132,143,154,224],"easy":[24],"access.":[25],"However,":[26,52],"also":[29],"enables":[30],"the":[31,38,53,83,99,181,197,212,226],"widespread":[32],"fake":[34,43,46,65,92,111,124,142,169,190,229],"news.":[35,72,93,173],"Due":[36],"detrimental":[39],"societal":[40],"effects":[41],"news,":[44,125],"detecting":[45],"has":[48],"attracted":[49],"increasing":[50],"attention.":[51],"detection":[54],"performance":[55],"only":[56],"using":[57],"contents":[59],"generally":[61],"not":[62],"satisfactory":[63],"as":[64],"written":[68],"mimic":[70],"true":[71],"Thus,":[73],"there":[74],"a":[76,149,189],"need":[77],"for":[78,110,214,228],"an":[79,115],"in-depth":[80],"understanding":[81,102],"on":[82,88,107],"relationship":[84],"between":[85,120,158],"user":[86,105,121,160,176,185,218],"profiles":[87,106,122],"In":[94,114],"this":[95,209],"paper,":[96],"we":[97,127,147,179],"study":[98],"problem":[100],"exploiting":[104],"detection.":[113,231],"attempt":[116],"understand":[118],"connections":[119],"first,":[126],"measure":[128],"users'":[129],"sharing":[130],"behaviors":[131],"group":[133],"representative":[134],"who":[136],"are":[137],"more":[138],"likely":[139],"share":[141],"real":[144,172],"news;":[145],"then,":[146],"perform":[148],"comparative":[150],"analysis":[151],"explicit":[153],"implicit":[155],"profile":[156,177,186,219],"features":[157,187,201,220],"these":[159,184,200],"groups,":[161],"which":[162],"reveals":[163],"their":[164],"potential":[165],"help":[167],"differentiate":[168],"To":[174],"exploit":[175],"features,":[178],"demonstrate":[180],"usefulness":[182],"in":[188],"classification":[192],"task.":[193],"We":[194],"further":[195],"validate":[196],"effectiveness":[198],"through":[202],"feature":[203],"importance":[204],"analysis.":[205],"The":[206],"findings":[207],"work":[210],"lay":[211],"foundation":[213],"deeper":[215],"exploration":[216],"enhance":[225],"capabilities":[227]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":40},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":40},{"year":2021,"cited_by_count":38},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}