{"id":"https://openalex.org/W4391094549","doi":"https://doi.org/10.1109/paap60200.2023.10391359","title":"Multimodal Fake News Detection Based on Multi-source Heterogeneous Data Fusion","display_name":"Multimodal Fake News Detection Based on Multi-source Heterogeneous Data Fusion","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4391094549","doi":"https://doi.org/10.1109/paap60200.2023.10391359"},"language":"en","primary_location":{"id":"doi:10.1109/paap60200.2023.10391359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/paap60200.2023.10391359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 14th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP)","raw_type":"proceedings-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/A5064500584","display_name":"Yongxin Yu","orcid":"https://orcid.org/0000-0002-1447-2880"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongxin Yu","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China","School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102000879","display_name":"Ke Ji","orcid":"https://orcid.org/0000-0003-0761-6484"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Ji","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China","School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112649895","display_name":"Yuan Gao","orcid":"https://orcid.org/0009-0005-3242-9869"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Gao","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China","School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044246017","display_name":"Zhenxiang Chen","orcid":"https://orcid.org/0000-0001-9730-768X"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenxiang Chen","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China","School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039282629","display_name":"Kun Ma","orcid":"https://orcid.org/0000-0002-0135-5423"},"institutions":[{"id":"https://openalex.org/I34949971","display_name":"University of Jinan","ror":"https://ror.org/02mjz6f26","country_code":"CN","type":"education","lineage":["https://openalex.org/I34949971"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Ma","raw_affiliation_strings":["University of Jinan,School of Information Science and Engineering,Jinan,China","School of Information Science and Engineering, University of Jinan, Jinan, China"],"affiliations":[{"raw_affiliation_string":"University of Jinan,School of Information Science and Engineering,Jinan,China","institution_ids":["https://openalex.org/I34949971"]},{"raw_affiliation_string":"School of Information Science and Engineering, University of Jinan, Jinan, China","institution_ids":["https://openalex.org/I34949971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702644","display_name":"Jun Wu","orcid":"https://orcid.org/0000-0001-5733-3621"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wu","raw_affiliation_strings":["University of Beijing Jiaotong,School of Computer and Information Technology,Beijing,China","School of Computer and Information Technology, University of Beijing Jiaotong, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Beijing Jiaotong,School of Computer and Information Technology,Beijing,China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"School of Computer and Information Technology, University of Beijing Jiaotong, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064500584"],"corresponding_institution_ids":["https://openalex.org/I34949971"],"apc_list":null,"apc_paid":null,"fwci":1.1596,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85343999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9997000098228455,"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":0.9997000098228455,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9805999994277954,"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/T11644","display_name":"Spam and Phishing Detection","score":0.975600004196167,"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/computer-science","display_name":"Computer science","score":0.820027232170105},{"id":"https://openalex.org/keywords/viewpoints","display_name":"Viewpoints","score":0.5827203989028931},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5041927099227905},{"id":"https://openalex.org/keywords/data-source","display_name":"Data source","score":0.4246752858161926},{"id":"https://openalex.org/keywords/web-crawler","display_name":"Web crawler","score":0.4179733693599701},{"id":"https://openalex.org/keywords/information-source","display_name":"Information source (mathematics)","score":0.4112175405025482},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37401849031448364},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36445873975753784},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3060871362686157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.820027232170105},{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.5827203989028931},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5041927099227905},{"id":"https://openalex.org/C2983685735","wikidata":"https://www.wikidata.org/wiki/Q5227355","display_name":"Data source","level":2,"score":0.4246752858161926},{"id":"https://openalex.org/C13743948","wikidata":"https://www.wikidata.org/wiki/Q45842","display_name":"Web crawler","level":2,"score":0.4179733693599701},{"id":"https://openalex.org/C2778095710","wikidata":"https://www.wikidata.org/wiki/Q6031225","display_name":"Information source (mathematics)","level":2,"score":0.4112175405025482},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37401849031448364},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36445873975753784},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3060871362686157},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/paap60200.2023.10391359","is_oa":false,"landing_page_url":"https://doi.org/10.1109/paap60200.2023.10391359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 14th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP)","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":26,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2064675550","https://openalex.org/W2131774270","https://openalex.org/W2133564696","https://openalex.org/W2157331557","https://openalex.org/W2194775991","https://openalex.org/W2766462585","https://openalex.org/W2912305564","https://openalex.org/W2918767572","https://openalex.org/W2951527505","https://openalex.org/W2955425717","https://openalex.org/W3012090365","https://openalex.org/W3037666784","https://openalex.org/W3039201763","https://openalex.org/W3070920170","https://openalex.org/W3098829544","https://openalex.org/W3108090976","https://openalex.org/W3157420572","https://openalex.org/W3176713826","https://openalex.org/W4385245566","https://openalex.org/W6637373629","https://openalex.org/W6679434410","https://openalex.org/W6682137061","https://openalex.org/W6739901393","https://openalex.org/W6775245906","https://openalex.org/W6810462611"],"related_works":["https://openalex.org/W2317798554","https://openalex.org/W3047661136","https://openalex.org/W2063174982","https://openalex.org/W2353022024","https://openalex.org/W2157898112","https://openalex.org/W4249006370","https://openalex.org/W2269472958","https://openalex.org/W1975662401","https://openalex.org/W2364800889","https://openalex.org/W2006620598"],"abstract_inverted_index":{"In":[0,34,113],"the":[1,38,52,73,79,84,87,99,125,138,160,173,185],"era":[2],"of":[3,13,51,75,82,86,89,101,131,142],"information":[4,77,175],"explosion,":[5],"people":[6],"are":[7],"constantly":[8],"exposed":[9],"to":[10,36,72,123,137,204],"a":[11,67,95,108,166],"wealth":[12],"unreliable":[14],"information.":[15,33],"Nevertheless,":[16],"societal":[17],"stability":[18],"and":[19,64,78,106,133,144,148,153,183,192,198],"public":[20],"trust":[21],"may":[22],"be":[23],"seriously":[24],"threatened":[25],"by":[26,145],"such":[27],"unverified":[28],"or":[29],"even":[30],"fabricated":[31],"false":[32],"order":[35],"discriminate":[37],"fake":[39,42,55],"news,":[40],"several":[41],"news":[43,56,62,177,191],"detection":[44,57],"approaches":[45],"have":[46],"been":[47],"proposed.":[48],"However,":[49],"most":[50],"current":[53],"multimodal":[54,76,154],"methods":[58,91],"only":[59],"rely":[60],"on":[61,159],"text":[63,132],"images":[65],"from":[66],"single":[68],"data":[69,105,146],"source.":[70],"Owing":[71],"scarcity":[74],"limited":[80],"volume":[81],"data,":[83],"effectiveness":[85],"majority":[88],"these":[90],"is":[92,202],"low.":[93],"As":[94],"result,":[96],"we":[97,117,150],"embrace":[98],"approach":[100,170,201],"amalgamating":[102],"multi-source":[103,152,193],"heterogeneous":[104],"propose":[107,165],"new":[109],"network":[110,115],"structure":[111],"FusionNet.":[112],"this":[114],"structure,":[116],"creatively":[118],"use":[119],"web":[120],"crawler":[121],"technology":[122],"expand":[124],"data.":[126],"We":[127,163],"achieve":[128],"double":[129],"amplification":[130,141],"image":[134],"as":[135],"opposed":[136],"prior":[139],"single-mode":[140],"text,":[143],"screening":[147],"cleaning,":[149],"create":[151],"datasets":[155],"for":[156],"various":[157],"viewpoints":[158],"same":[161],"event.":[162],"also":[164],"novel":[167],"modal":[168],"fusion":[169],"that":[171],"leverages":[172],"inherent":[174],"in":[176],"content,":[178],"integrates":[179],"an":[180],"attention":[181],"mechanism,":[182],"explores":[184],"shared":[186],"relevant":[187],"features":[188],"between":[189],"original":[190],"news.":[194],"Through":[195],"empirical":[196],"results":[197],"analysis,":[199],"our":[200],"superior":[203],"other":[205],"methods.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
