{"id":"https://openalex.org/W4416252134","doi":"https://doi.org/10.1109/ijcnn64981.2025.11227352","title":"MEAN:Multi-Modal Explainability Analysis Network for Fake News Detection","display_name":"MEAN:Multi-Modal Explainability Analysis Network for Fake News Detection","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416252134","doi":"https://doi.org/10.1109/ijcnn64981.2025.11227352"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11227352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11227352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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/A5110487462","display_name":"Linlin Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Gao","raw_affiliation_strings":["Dalian Minzu University,Computer Science and Engineering College,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Minzu University,Computer Science and Engineering College,Dalian,China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101611041","display_name":"Jiana Meng","orcid":"https://orcid.org/0000-0002-7220-5748"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiana Meng","raw_affiliation_strings":["Dalian Minzu University,Computer Science and Engineering College,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Minzu University,Computer Science and Engineering College,Dalian,China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017835678","display_name":"Di Zhao","orcid":"https://orcid.org/0000-0002-0876-5126"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Zhao","raw_affiliation_strings":["Dalian Minzu University,Computer Science and Engineering College,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Minzu University,Computer Science and Engineering College,Dalian,China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030951415","display_name":"B. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bolin Wang","raw_affiliation_strings":["Dalian Minzu University,Computer Science and Engineering College,Dalian,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dalian Minzu University,Computer Science and Engineering College,Dalian,China","institution_ids":["https://openalex.org/I61565387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61565387"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39056978,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9686999917030334,"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":0.9686999917030334,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.005200000014156103,"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/T14347","display_name":"Big Data and Digital Economy","score":0.003000000026077032,"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/discriminative-model","display_name":"Discriminative model","score":0.9613999724388123},{"id":"https://openalex.org/keywords/fake-news","display_name":"Fake news","score":0.6166999936103821},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46720001101493835},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4521999955177307},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41679999232292175}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9613999724388123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7037000060081482},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.6166999936103821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6039000153541565},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46720001101493835},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4521999955177307},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41679999232292175},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2978000044822693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2881999909877777},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2623000144958496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11227352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11227352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","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":21,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2766462585","https://openalex.org/W2809476703","https://openalex.org/W2994071599","https://openalex.org/W2994097903","https://openalex.org/W3017402509","https://openalex.org/W3089691460","https://openalex.org/W3156558703","https://openalex.org/W3168242883","https://openalex.org/W3176713826","https://openalex.org/W4224324956","https://openalex.org/W4224925583","https://openalex.org/W4376478980","https://openalex.org/W4382239959","https://openalex.org/W4385570228","https://openalex.org/W4386159799","https://openalex.org/W4393153284","https://openalex.org/W4394597239","https://openalex.org/W4396723114","https://openalex.org/W4399541501","https://openalex.org/W4401024149"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,5,7,37,118,126,132,136,145,148,160],"rapid":[2],"development":[3],"of":[4,16,39,129,135,147],"internet,":[6],"news":[8,35,89,130,155],"domain":[9],"is":[10],"flooded":[11],"with":[12],"an":[13],"increasing":[14],"amount":[15],"multi-modal":[17,101],"fake":[18,34,88,154],"news,":[19],"which":[20],"poses":[21],"a":[22,42,105],"great":[23],"threat":[24],"to":[25,68,108,124],"today\u2019s":[26],"society.":[27],"Although":[28],"some":[29],"methods":[30],"can":[31],"automatically":[32],"detect":[33],"recently,":[36],"lack":[38],"explainability":[40,133],"remains":[41],"challenge.":[43],"This":[44,91],"paper":[45],"first":[46,93],"pre-defines":[47],"three":[48,63],"discriminative":[49,95,119,161],"patterns:":[50],"image":[51,58],"tampering,":[52],"text":[53],"forgery,":[54],"and":[55,59,76,100,115,131],"inconsistency":[56],"between":[57],"text.":[60],"Revealing":[61],"these":[62,113],"patterns":[64,96,120],"not":[65],"only":[66],"lead":[67],"better":[69],"prediction":[70],"results":[71],"but":[72],"also":[73],"provide":[74],"clear":[75],"concise":[77],"explanations.":[78],"Therefore,":[79],"we":[80],"propose":[81],"Multi-modal":[82],"Explainability":[83],"Analysis":[84],"Network":[85],"(MEAN)":[86],"for":[87,112,159],"detection.":[90],"model":[92,151],"extracts":[94],"using":[97],"both":[98],"uni-modal":[99],"methods,":[102],"then":[103],"employs":[104],"multi-branch":[106],"network":[107],"obtain":[109,125],"fine-grained":[110],"representations":[111],"patterns,":[114],"finally":[116],"learns":[117],"through":[121],"logical":[122],"rules":[123],"predicted":[127],"labels":[128],"analysis":[134],"model.":[137],"Extensive":[138],"experiments":[139],"on":[140],"two":[141],"real-world":[142],"datasets":[143],"demonstrate":[144],"superiority":[146],"proposed":[149],"MEAN":[150],"in":[152],"detecting":[153],"while":[156],"providing":[157],"explanations":[158],"patterns.":[162]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-14T00:00:00"}