{"id":"https://openalex.org/W4410115383","doi":"https://doi.org/10.1109/tnse.2025.3567296","title":"Contrastive Multi-Knowledge Graph Learning for Fake News Detection","display_name":"Contrastive Multi-Knowledge Graph Learning for Fake News Detection","publication_year":2025,"publication_date":"2025-05-06","ids":{"openalex":"https://openalex.org/W4410115383","doi":"https://doi.org/10.1109/tnse.2025.3567296"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2025.3567296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3567296","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},"type":"article","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/A5100750487","display_name":"Bingbing Xie","orcid":"https://orcid.org/0000-0002-1573-6075"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingbing Xie","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1573-6075","affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085139646","display_name":"Xiaoxiao Ma","orcid":"https://orcid.org/0000-0003-1270-4155"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xiaoxiao Ma","raw_affiliation_strings":["School of Computing, Macquarie University, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1270-4155","affiliations":[{"raw_affiliation_string":"School of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101912402","display_name":"Shan Xue","orcid":"https://orcid.org/0000-0002-9123-5133"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shan Xue","raw_affiliation_strings":["School of Computing, Macquarie University, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9123-5133","affiliations":[{"raw_affiliation_string":"School of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009644404","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-4408-1952"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["School of Computing, Macquarie University, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-4408-1952","affiliations":[{"raw_affiliation_string":"School of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007475662","display_name":"Jia Wu","orcid":"https://orcid.org/0000-0002-1371-5801"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jia Wu","raw_affiliation_strings":["School of Computing, Macquarie University, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-1371-5801","affiliations":[{"raw_affiliation_string":"School of Computing, Macquarie University, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101535052","display_name":"Hao Fan","orcid":"https://orcid.org/0000-0002-8537-8218"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Fan","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-8537-8218","affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.7774,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.97969405,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":"5","first_page":"3948","last_page":"3961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9983999729156494,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6729112863540649},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4663276970386505},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4153476059436798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4080694317817688},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3001915216445923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6729112863540649},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4663276970386505},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4153476059436798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4080694317817688},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3001915216445923}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2025.3567296","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2025.3567296","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2789778900","display_name":null,"funder_award_id":"72374161","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3877369778","display_name":"New Graph Mining Technologies to Enable Timely Exploration of Social Events","funder_award_id":"DP230100899","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G4575200581","display_name":null,"funder_award_id":"72474160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W68132019","https://openalex.org/W102708294","https://openalex.org/W1809515864","https://openalex.org/W1832693441","https://openalex.org/W2022166150","https://openalex.org/W2080133951","https://openalex.org/W2184957013","https://openalex.org/W2283196293","https://openalex.org/W2763572884","https://openalex.org/W2774837955","https://openalex.org/W2890930935","https://openalex.org/W2907492528","https://openalex.org/W2911715381","https://openalex.org/W2952813692","https://openalex.org/W2962946486","https://openalex.org/W2963416784","https://openalex.org/W2963485453","https://openalex.org/W2970398671","https://openalex.org/W3015409108","https://openalex.org/W3017402509","https://openalex.org/W3021393704","https://openalex.org/W3031781733","https://openalex.org/W3095746859","https://openalex.org/W3096932862","https://openalex.org/W3098106685","https://openalex.org/W3119467012","https://openalex.org/W3129758539","https://openalex.org/W3151929433","https://openalex.org/W3152893301","https://openalex.org/W3156558703","https://openalex.org/W3171044370","https://openalex.org/W3174306305","https://openalex.org/W3185106195","https://openalex.org/W3193206811","https://openalex.org/W3207040866","https://openalex.org/W3210131246","https://openalex.org/W3213264697","https://openalex.org/W4205347394","https://openalex.org/W4221095033","https://openalex.org/W4229081359","https://openalex.org/W4283712118","https://openalex.org/W4312159352","https://openalex.org/W4312371551","https://openalex.org/W4320525813","https://openalex.org/W4321485409","https://openalex.org/W4386204736","https://openalex.org/W4387682030","https://openalex.org/W4388099759","https://openalex.org/W4392553889","https://openalex.org/W4395081817","https://openalex.org/W4396735366","https://openalex.org/W4401733977","https://openalex.org/W4401864185","https://openalex.org/W4404307311","https://openalex.org/W4404469451","https://openalex.org/W4406085173","https://openalex.org/W6608344535","https://openalex.org/W6678830454","https://openalex.org/W6718112784","https://openalex.org/W6720006811","https://openalex.org/W6730084236","https://openalex.org/W6732431570","https://openalex.org/W6761783306","https://openalex.org/W6775245906","https://openalex.org/W6784694379","https://openalex.org/W6799411979","https://openalex.org/W6803276269"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"widespread":[1],"dissemination":[2],"of":[3,31,51,179],"fake":[4,22,79,163,172],"news":[5,23,80,89,92,137,147,173],"on":[6,169],"social":[7],"media":[8],"platforms":[9],"has":[10,25],"significantly":[11],"disrupted":[12],"people's":[13],"daily":[14],"lives,":[15],"causing":[16],"substantial":[17],"inconvenience":[18],"and":[19,95,121,123,143,175,196],"loss.":[20],"Although":[21],"detection":[24,81],"captivated":[26],"great":[27],"research":[28],"effort,":[29],"most":[30],"the":[32,37,69,105,125,177],"existing":[33],"works":[34],"either":[35],"overlook":[36],"complementary":[38,70],"ground":[39],"knowledge,":[40],"formulated":[41],"in":[42,53,72,115],"individual":[43],"knowledge":[44,52,55,71,74,118],"graphs":[45,119],"(KGs)":[46],"or":[47],"ignore":[48],"multiple":[49],"aspects":[50],"different":[54,73],"graphs.":[56,131],"In":[57],"this":[58],"paper,":[59],"we":[60,103],"propose":[61],"a":[62,98,145],"novel":[63],"contrastive":[64,152],"learning":[65,155],"framework":[66],"for":[67],"investigating":[68],"graphs,":[75],"which":[76,112,157],"achieves":[77],"superior":[78],"performance.":[82],"We":[83,132,165],"first":[84],"model":[85],"three":[86,129],"components":[87],"within":[88],"articles":[90],"(i.e.,":[91,191],"content,":[93],"entities,":[94,111],"topics)":[96],"as":[97],"heterogeneous":[99,126],"graph":[100,127,142,154],"(HG).":[101],"Subsequently,":[102],"leverage":[104],"valuable":[106],"factual":[107],"evidence":[108],"among":[109],"real-world":[110],"is":[113,158],"enclosed":[114],"two":[116],"open-source":[117],"(Wikidata":[120],"DBpedia),":[122],"augment":[124],"into":[128],"augmented":[130,141],"then":[133],"fuse":[134],"knowledge-enhanced":[135],"high-level":[136],"representations":[138],"from":[139],"each":[140],"extract":[144],"unified":[146],"representation":[148],"through":[149],"our":[150,180],"proposed":[151],"multi-knowledge":[153],"framework,":[156],"ultimately":[159],"utilized":[160],"to":[161],"identify":[162],"news.":[164],"conduct":[166],"extensive":[167],"experiments":[168],"four":[170],"public":[171],"datasets":[174],"demonstrate":[176],"superiority":[178],"method":[181],"over":[182],"nine":[183],"state-of-the-art":[184],"baselines":[185],"regarding":[186],"five":[187],"widely-used":[188],"evaluation":[189],"metrics":[190],"accuracy,":[192],"precision,":[193],"recall,":[194],"F1-score,":[195],"ROC).":[197]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
