{"id":"https://openalex.org/W4399727928","doi":"https://doi.org/10.1109/tcss.2024.3404921","title":"Temporal Enhanced Multimodal Graph Neural Networks for Fake News Detection","display_name":"Temporal Enhanced Multimodal Graph Neural Networks for Fake News Detection","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399727928","doi":"https://doi.org/10.1109/tcss.2024.3404921"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3404921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3404921","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","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/A5086483458","display_name":"Z Qu","orcid":"https://orcid.org/0009-0001-1697-6943"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibo Qu","raw_affiliation_strings":["College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0001-1697-6943","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011900098","display_name":"Fuhui Zhou","orcid":"https://orcid.org/0000-0001-6880-6244"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuhui Zhou","raw_affiliation_strings":["College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-6880-6244","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056830538","display_name":"Xi Song","orcid":"https://orcid.org/0009-0008-6126-3687"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Song","raw_affiliation_strings":["College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0008-6126-3687","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009607295","display_name":"Rui Ding","orcid":"https://orcid.org/0000-0003-0460-316X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ding","raw_affiliation_strings":["College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0460-316X","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005665036","display_name":"Lu Yuan","orcid":"https://orcid.org/0000-0003-0118-1686"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Yuan","raw_affiliation_strings":["College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-0118-1686","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100785103","display_name":"Qihui Wu","orcid":"https://orcid.org/0000-0002-9521-5084"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qihui Wu","raw_affiliation_strings":["College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-9521-5084","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering and the Key Laboratory of Dynamic Cognitive System of Electromagnetic Spectrum Space, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":11.4542,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.98312162,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":"6","first_page":"7286","last_page":"7298"},"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":0.9937000274658203,"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/T10028","display_name":"Topic Modeling","score":0.9735000133514404,"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":0.6490750312805176},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46786120533943176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4571128189563751},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.43078330159187317},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32985997200012207},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2608668804168701}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6490750312805176},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46786120533943176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4571128189563751},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.43078330159187317},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32985997200012207},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2608668804168701}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3404921","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3404921","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8431966463","display_name":null,"funder_award_id":"62222107","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1961987884","https://openalex.org/W2194775991","https://openalex.org/W2531862055","https://openalex.org/W2561529111","https://openalex.org/W2759820691","https://openalex.org/W2963416784","https://openalex.org/W2974015196","https://openalex.org/W2981025273","https://openalex.org/W2981508946","https://openalex.org/W2994071599","https://openalex.org/W2997128522","https://openalex.org/W3001895040","https://openalex.org/W3006087551","https://openalex.org/W3007083472","https://openalex.org/W3022924198","https://openalex.org/W3032990727","https://openalex.org/W3035017890","https://openalex.org/W3049059630","https://openalex.org/W3119467012","https://openalex.org/W3153663296","https://openalex.org/W3156558703","https://openalex.org/W3157731560","https://openalex.org/W3164782458","https://openalex.org/W3176191710","https://openalex.org/W3176713826","https://openalex.org/W3185341429","https://openalex.org/W3194651497","https://openalex.org/W3205684765","https://openalex.org/W3207204470","https://openalex.org/W4205207661","https://openalex.org/W4210786858","https://openalex.org/W4225007771","https://openalex.org/W4226344588","https://openalex.org/W4287891189","https://openalex.org/W4293261942","https://openalex.org/W4308433048","https://openalex.org/W4309185049","https://openalex.org/W4312882605","https://openalex.org/W4313071591","https://openalex.org/W4319034470","https://openalex.org/W4320009727","https://openalex.org/W4321483867","https://openalex.org/W4323065841","https://openalex.org/W4324130084","https://openalex.org/W4366148247","https://openalex.org/W4376478980","https://openalex.org/W4378697009","https://openalex.org/W4383200182","https://openalex.org/W4383468961","https://openalex.org/W4390849973","https://openalex.org/W4391402638","https://openalex.org/W4391901119","https://openalex.org/W4399541501","https://openalex.org/W6637373629","https://openalex.org/W6751929789","https://openalex.org/W6755207826","https://openalex.org/W6766673545","https://openalex.org/W6859073361"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Fake":[0],"news":[1,16,22,37,107,119,175],"detection":[2,17,29,128],"is":[3,58,67,159],"of":[4,72,97,106,165],"crucial":[5],"importance":[6],"and":[7,42,77,94,111,121,169],"has":[8,149],"received":[9],"great":[10],"attention.":[11],"However,":[12],"the":[13,21,27,34,81,90,95,104,112,150,155,163,166],"existing":[14],"fake":[15,36,126,174],"methods":[18],"rarely":[19],"consider":[20],"release":[23],"time,":[24],"which":[25],"limits":[26],"achievable":[28],"performance,":[30],"especially":[31],"for":[32,125,173],"detecting":[33],"instant":[35],"clusters":[38],"that":[39,145,162],"have":[40],"sudden":[41],"aggregated":[43],"characteristics.":[44],"To":[45],"tackle":[46],"this":[47],"issue,":[48],"a":[49,117],"temporal":[50,118,123,167],"enhanced":[51],"multimodal":[52,61,170],"graph":[53,62,91,133],"neural":[54,134],"networks":[55,93],"(TEMGNNs)":[56],"method":[57,148],"proposed.":[59],"The":[60],"with":[63,108,154],"semantic":[64],"complementary":[65],"enhancement":[66],"developed":[68],"by":[69,88,129],"feature":[70],"aggregation":[71,105],"textual":[73],"information,":[74,76],"image":[75],"external":[78],"knowledge.":[79],"Moreover,":[80],"associations":[82],"among":[83],"different":[84],"modalities":[85],"are":[86,100],"obtained":[87,139],"using":[89,130],"attention":[92],"weights":[96],"each":[98],"modality":[99],"adaptively":[101],"learned.":[102],"Furthermore,":[103],"adjacent":[109],"time":[110],"same":[113],"topic":[114],"to":[115],"form":[116],"cluster":[120],"learning":[122],"features":[124],"new":[127],"our":[131,146],"proposed":[132,147],"networks.":[135],"Extensive":[136],"experiments":[137],"results":[138],"on":[140],"two":[141],"public":[142],"datasets":[143],"demonstrate":[144],"best":[151],"performance":[152],"compared":[153],"benchmark":[156],"methods.":[157],"It":[158],"also":[160],"shown":[161],"exploitation":[164],"information":[168,171],"benefits":[172],"detection.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
