{"id":"https://openalex.org/W4404293966","doi":"https://doi.org/10.1109/tkde.2024.3496701","title":"Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation","display_name":"Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation","publication_year":2024,"publication_date":"2024-11-12","ids":{"openalex":"https://openalex.org/W4404293966","doi":"https://doi.org/10.1109/tkde.2024.3496701"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2024.3496701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3496701","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data 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/A5101599254","display_name":"Litian Zhang","orcid":"https://orcid.org/0000-0002-6981-3873"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Litian Zhang","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462591","display_name":"Xiaoming Zhang","orcid":"https://orcid.org/0000-0002-6662-4102"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Zhang","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China","School of Cyber Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114514518","display_name":"Ziyi Zhou","orcid":"https://orcid.org/0009-0003-0059-1381"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyi Zhou","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100672722","display_name":"Xi Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhang","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China","School of Cyber Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035708362","display_name":"Senzhang Wang","orcid":"https://orcid.org/0000-0002-3615-4859"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Senzhang Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036357902","display_name":"Philip S. Yu","orcid":"https://orcid.org/0000-0002-3491-5968"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip S. Yu","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037831162","display_name":"Chaozhuo Li","orcid":"https://orcid.org/0000-0002-9867-1712"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaozhuo Li","raw_affiliation_strings":["School of Cyber Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101599254"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":22.1873,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.99477061,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"37","issue":"2","first_page":"613","last_page":"625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9800000190734863,"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":0.9800000190734863,"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":0.9772999882698059,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7516309022903442},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.569766640663147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.360217809677124},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21250301599502563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7516309022903442},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.569766640663147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.360217809677124},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21250301599502563}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2024.3496701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2024.3496701","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3013873249","display_name":null,"funder_award_id":"62272025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4938237510","display_name":null,"funder_award_id":"62372057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5434518756","display_name":null,"funder_award_id":"U22B2021","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":64,"referenced_works":["https://openalex.org/W1546111015","https://openalex.org/W1638051351","https://openalex.org/W1796766288","https://openalex.org/W2084591134","https://openalex.org/W2164082612","https://openalex.org/W2291868768","https://openalex.org/W2531862055","https://openalex.org/W2742144412","https://openalex.org/W2752195587","https://openalex.org/W2763572884","https://openalex.org/W2766462585","https://openalex.org/W2788235048","https://openalex.org/W2798787718","https://openalex.org/W2809476703","https://openalex.org/W2912078280","https://openalex.org/W2912305564","https://openalex.org/W2924545743","https://openalex.org/W2951307134","https://openalex.org/W2989424501","https://openalex.org/W2991596147","https://openalex.org/W2997128522","https://openalex.org/W2998395006","https://openalex.org/W3003961771","https://openalex.org/W3004409790","https://openalex.org/W3022435406","https://openalex.org/W3022924198","https://openalex.org/W3030055324","https://openalex.org/W3031781733","https://openalex.org/W3037666784","https://openalex.org/W3041202696","https://openalex.org/W3117172199","https://openalex.org/W3153567752","https://openalex.org/W3156558703","https://openalex.org/W3174306305","https://openalex.org/W3176713826","https://openalex.org/W4224324956","https://openalex.org/W4224925583","https://openalex.org/W4226189850","https://openalex.org/W4229004535","https://openalex.org/W4290875392","https://openalex.org/W4290927845","https://openalex.org/W4321485409","https://openalex.org/W4384158234","https://openalex.org/W4385570355","https://openalex.org/W4386215278","https://openalex.org/W4392902764","https://openalex.org/W4393147144","https://openalex.org/W4400524784","https://openalex.org/W4402671821","https://openalex.org/W4402757348","https://openalex.org/W4403791390","https://openalex.org/W6732431570","https://openalex.org/W6739868092","https://openalex.org/W6751929789","https://openalex.org/W6755207826","https://openalex.org/W6757817989","https://openalex.org/W6768539364","https://openalex.org/W6775322909","https://openalex.org/W6853719284","https://openalex.org/W6854866820","https://openalex.org/W6856386090","https://openalex.org/W6857682584","https://openalex.org/W6857747526","https://openalex.org/W6862115501"],"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":{"Amidst":[0],"the":[1,12,42,47,68,77,86,126,137,163],"rapid":[2],"propagation":[3,31,80,91,127,138],"of":[4,14,28,46,71,79,83,165],"multimodal":[5],"fake":[6,15,73,142],"news":[7,16,48,74,143],"across":[8],"social":[9,38,61,88,96,133],"media":[10],"platforms,":[11],"detection":[13,58,75],"has":[17],"emerged":[18],"as":[19],"a":[20,55,104,131,146],"prime":[21],"research":[22],"pursuit.":[23],"To":[24,98],"detect":[25,141],"heightened":[26],"level":[27],"meticulous":[29],"fabrications,":[30],"paths":[32,92,139],"are":[33],"introduced":[34],"to":[35,140],"provide":[36],"nuanced":[37],"context":[39,89],"that":[40],"enhances":[41],"basic":[43],"semantic":[44],"analysis":[45],"content.":[49],"However,":[50],"existing":[51],"propagation-enhanced":[52],"models":[53],"encounter":[54],"dilemma":[56],"between":[57],"efficacy":[59],"and":[60,135,159],"hazard.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66,102],"explore":[67],"innovative":[69],"problem":[70],"early":[72],"through":[76],"generation":[78],"paths,":[81],"capable":[82],"benefiting":[84],"from":[85,118,130],"extensive":[87],"within":[90],"while":[93],"mitigating":[94],"potential":[95],"hazards.":[97],"address":[99],"these":[100],"challenges,":[101],"propose":[103],"novel":[105],"Reinforced":[106],"Propagation":[107],"Path":[108],"Generation":[109],"Fake":[110],"News":[111],"Detection":[112],"model,":[113],"<italic":[114,122],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[115,123],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">RPPG-Fake</i>.":[116],"Departing":[117],"conventional":[119],"discriminative":[120],"approaches,":[121],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">RPPG-Fake</i>":[124],"captures":[125],"topology":[128],"pattern":[129],"heterogeneous":[132],"graph":[134],"generates":[136],"effectively":[144],"under":[145],"reinforcement":[147],"learning":[148],"paradigm.":[149],"Our":[150],"proposal":[151],"is":[152],"extensively":[153],"evaluated":[154],"over":[155],"three":[156],"popular":[157],"datasets,":[158],"experimental":[160],"results":[161],"demonstrate":[162],"superiority":[164],"our":[166],"proposal.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":17}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}