{"id":"https://openalex.org/W4390479133","doi":"https://doi.org/10.1145/3595916.3626397","title":"Cross-modal Consistency Learning with Fine-grained Fusion Network for Multimodal Fake News Detection","display_name":"Cross-modal Consistency Learning with Fine-grained Fusion Network for Multimodal Fake News Detection","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4390479133","doi":"https://doi.org/10.1145/3595916.3626397"},"language":"en","primary_location":{"id":"doi:10.1145/3595916.3626397","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3595916.3626397","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3595916.3626397","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Multimedia Asia 2023","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3595916.3626397","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100361620","display_name":"Jun Li","orcid":"https://orcid.org/0000-0001-5765-9744"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Li","raw_affiliation_strings":["University of Electronic Science and Technology of China, CN"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, CN","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024408423","display_name":"Yi Bin","orcid":"https://orcid.org/0000-0001-9714-8738"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yi Bin","raw_affiliation_strings":["National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011305763","display_name":"Jie Zou","orcid":"https://orcid.org/0000-0002-0181-778X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zou","raw_affiliation_strings":["University of Electronic Science and Technology of China, CN"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, CN","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060342584","display_name":"Jiwei Wei","orcid":"https://orcid.org/0000-0003-3912-1742"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiwei Wei","raw_affiliation_strings":["University of Electronic Science and Technology of China, CN"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, CN","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100334018","display_name":"Guoqing Wang","orcid":"https://orcid.org/0000-0002-3938-5994"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqing Wang","raw_affiliation_strings":["University of Electronic Science and Technology of China, CN"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, CN","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100397616","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-5070-4511"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["University of Electronic Science and Technology of China, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100361620"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":6.8651,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.96699501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T10028","display_name":"Topic Modeling","score":0.9706000089645386,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9560999870300293,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.842499315738678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7935709953308105},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.6635527014732361},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5216936469078064},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5072740912437439},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.49678829312324524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4884726107120514},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.48187264800071716},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4646802246570587},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.45255932211875916},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3727981746196747},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07921972870826721}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.842499315738678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7935709953308105},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.6635527014732361},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5216936469078064},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5072740912437439},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.49678829312324524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4884726107120514},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.48187264800071716},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4646802246570587},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.45255932211875916},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3727981746196747},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07921972870826721},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3595916.3626397","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3595916.3626397","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3595916.3626397","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Multimedia Asia 2023","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3595916.3626397","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3595916.3626397","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3595916.3626397","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Multimedia Asia 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1294623083","display_name":null,"funder_award_id":"62220106008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2464018058","display_name":null,"funder_award_id":"U20B2063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4933009642","display_name":null,"funder_award_id":"22201060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8836073055","display_name":null,"funder_award_id":"62102070","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390479133.pdf","grobid_xml":"https://content.openalex.org/works/W4390479133.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2032897813","https://openalex.org/W2084591134","https://openalex.org/W2142869398","https://openalex.org/W2531862055","https://openalex.org/W2741930413","https://openalex.org/W2742330194","https://openalex.org/W2763572884","https://openalex.org/W2766462585","https://openalex.org/W2773666902","https://openalex.org/W2809476703","https://openalex.org/W2887712318","https://openalex.org/W2912512851","https://openalex.org/W2962891704","https://openalex.org/W2962964995","https://openalex.org/W2963495494","https://openalex.org/W2982078236","https://openalex.org/W2982137384","https://openalex.org/W3106237638","https://openalex.org/W3134272453","https://openalex.org/W3134375171","https://openalex.org/W3138516171","https://openalex.org/W3155230099","https://openalex.org/W3156558703","https://openalex.org/W3157731560","https://openalex.org/W3195314408","https://openalex.org/W3206237685","https://openalex.org/W4200561659","https://openalex.org/W4214540501","https://openalex.org/W4224324956","https://openalex.org/W4288079542","https://openalex.org/W4313855701","https://openalex.org/W4385895960","https://openalex.org/W4385934203"],"related_works":["https://openalex.org/W2388687352","https://openalex.org/W2370187191","https://openalex.org/W1990162851","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W3171042291","https://openalex.org/W2390961115","https://openalex.org/W4301143707","https://openalex.org/W2952745240"],"abstract_inverted_index":{"Previous":[0],"studies":[1],"on":[2,29,121,173],"multimodal":[3,26,46,66,109,169],"fake":[4,17,52],"news":[5,18,27,53],"detection":[6],"have":[7],"observed":[8],"the":[9,16,23,59,62,96,126,131,137,158,166,184],"mismatch":[10],"between":[11,42],"text":[12,60],"and":[13,19,61,98,102,117],"images":[14],"in":[15,45,58,77,81],"attempted":[20],"to":[21,38,135,146,156],"explore":[22,136],"consistency":[24,97],"of":[25,32,168],"based":[28,120],"global":[30,71],"features":[31,72],"different":[33],"modalities.":[34],"However,":[35],"they":[36],"fail":[37],"investigate":[39],"this":[40,82],"relationship":[41],"fine-grained":[43],"fragments":[44],"content.":[47],"To":[48],"gain":[49],"public":[50,175],"trust,":[51],"often":[54],"includes":[55],"relevant":[56],"parts":[57,119],"image,":[63],"making":[64],"such":[65],"content":[67],"appear":[68],"consistent.":[69],"Using":[70],"may":[73],"suppress":[74],"potential":[75],"inconsistencies":[76],"irrelevant":[78],"parts.":[79],"Therefore,":[80],"paper,":[83],"we":[84,111,129,142],"propose":[85],"a":[86,108,151],"novel":[87],"Consistency-learning":[88],"Fine-grained":[89],"Fusion":[90],"Network":[91],"(CFFN)":[92],"that":[93,178],"separately":[94],"explores":[95],"inconsistency":[99,144],"from":[100],"high-relevant":[101,116,127],"low-relevant":[103,118,140],"word-region":[104,113],"pairs.":[105],"Specifically,":[106],"for":[107,164],"post,":[110],"divide":[112],"pairs":[114],"into":[115],"their":[122],"relevance":[123],"scores.":[124],"For":[125,139],"part,":[128,141],"follow":[130],"cross-modal":[132],"attention":[133],"mechanism":[134],"consistency.":[138],"calculate":[143],"scores":[145],"capture":[147],"inconsistent":[148],"points.":[149],"Finally,":[150],"selection":[152],"module":[153],"is":[154],"used":[155],"choose":[157],"primary":[159],"clue":[160],"(consistency":[161],"or":[162],"inconsistency)":[163],"identifying":[165],"credibility":[167],"news.":[170],"Extensive":[171],"experiments":[172],"two":[174],"datasets":[176],"demonstrate":[177],"our":[179],"CFFN":[180],"substantially":[181],"outperforms":[182],"all":[183],"baselines.":[185],"Our":[186],"code":[187],"can":[188],"be":[189],"found":[190],"at:":[191],"https://github.com/uestc-lj/CFFN/.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}