{"id":"https://openalex.org/W4285299448","doi":"https://doi.org/10.1051/itmconf/20224702033","title":"Rumor detection based on graph attention network","display_name":"Rumor detection based on graph attention network","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285299448","doi":"https://doi.org/10.1051/itmconf/20224702033"},"language":"en","primary_location":{"id":"doi:10.1051/itmconf/20224702033","doi":"https://doi.org/10.1051/itmconf/20224702033","is_oa":true,"landing_page_url":"https://doi.org/10.1051/itmconf/20224702033","pdf_url":null,"source":{"id":"https://openalex.org/S4210171711","display_name":"ITM Web of Conferences","issn_l":"2271-2097","issn":["2271-2097","2431-7578"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITM Web of Conferences","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1051/itmconf/20224702033","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001865346","display_name":"Yuwei Lv","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuwei Lv","raw_affiliation_strings":["School of Computer Science and Technology, Tiangong University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021095227","display_name":"Xuemei Sun","orcid":"https://orcid.org/0000-0002-3964-0836","observed_orcids":["https://orcid.org/0000-0002-3964-0836"]},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemei Sun","raw_affiliation_strings":["School of Computer Science and Technology, Tiangong University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yonggang Wen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110109458","display_name":"Tianjin University of Commerce","ror":"https://ror.org/02b6amy98","country_code":"CN","type":"education","lineage":["https://openalex.org/I110109458"]},{"id":"https://openalex.org/I4405279494","display_name":"Tianjin University of Commerce Boustead College","ror":"https://ror.org/01jej6f06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405279494"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonggang Wen","raw_affiliation_strings":["Boustead College, Tianjin University of Commerce, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Boustead College, Tianjin University of Commerce, Tianjin, China","institution_ids":["https://openalex.org/I110109458","https://openalex.org/I4405279494"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001561266","display_name":"Wanru Wang","orcid":"https://orcid.org/0000-0002-1590-6337","observed_orcids":["https://orcid.org/0000-0002-1590-6337"]},"institutions":[{"id":"https://openalex.org/I198091727","display_name":"Tiangong University","ror":"https://ror.org/00xsr9m91","country_code":"CN","type":"education","lineage":["https://openalex.org/I198091727"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanru Wang","raw_affiliation_strings":["School of Software, Tiangong University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Tiangong University, Tianjin, China","institution_ids":["https://openalex.org/I198091727"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7561,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87523291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"47","issue":null,"first_page":"02033","last_page":"02033"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9994999766349792,"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":0.9994999766349792,"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":0.0003000000142492354,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rumor-detection","display_name":"rumor detection","score":0.9980000257492065},{"id":"https://openalex.org/keywords/graph-attention-networks","display_name":"graph attention networks","score":0.9399999976158142},{"id":"https://openalex.org/keywords/syntactic-dependency-trees","display_name":"syntactic dependency trees","score":0.9200000166893005},{"id":"https://openalex.org/keywords/edge-attention","display_name":"edge attention","score":0.6489999890327454},{"id":"https://openalex.org/keywords/early-detection","display_name":"early detection","score":0.42100000381469727},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.6909999847412109},{"id":"https://openalex.org/keywords/weibo","display_name":"Weibo","score":0.9990000128746033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.78912752866745},{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.7736425399780273},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5796409249305725},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5628005266189575},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5614498853683472},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.5574268102645874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5468610525131226},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5124762654304504},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.500417947769165},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39188697934150696},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38366973400115967},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2319299280643463},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07758629322052002},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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":3,"locations":[{"id":"doi:10.1051/itmconf/20224702033","doi":"https://doi.org/10.1051/itmconf/20224702033","is_oa":true,"landing_page_url":"https://doi.org/10.1051/itmconf/20224702033","pdf_url":null,"source":{"id":"https://openalex.org/S4210171711","display_name":"ITM Web of Conferences","issn_l":"2271-2097","issn":["2271-2097","2431-7578"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITM Web of Conferences","raw_type":"journal-article"},{"id":"pmh:oai:edpsciences.org:dkey/10.1051/itmconf/20224702033","doi":null,"is_oa":false,"landing_page_url":"https://www.itm-conferences.org/10.1051/itmconf/20224702033/pdf","pdf_url":"https://www.itm-conferences.org/10.1051/itmconf/20224702033/pdf","source":{"id":"https://openalex.org/S4306400744","display_name":"Springer Link (Chiba Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I8488066","host_organization_name":"Chiba Institute of Technology","host_organization_lineage":["https://openalex.org/I8488066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1051/itmconf/20224702033","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:4a443edd92344e8da6100f5528824e16","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/4a443edd92344e8da6100f5528824e16","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ITM Web of Conferences, Vol 47, p 02033 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1051/itmconf/20224702033","doi":"https://doi.org/10.1051/itmconf/20224702033","is_oa":true,"landing_page_url":"https://doi.org/10.1051/itmconf/20224702033","pdf_url":null,"source":{"id":"https://openalex.org/S4210171711","display_name":"ITM Web of Conferences","issn_l":"2271-2097","issn":["2271-2097","2431-7578"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","ddh","doaj","norway-1"],"host_organization":"https://openalex.org/P4310319748","host_organization_name":"EDP Sciences","host_organization_lineage":["https://openalex.org/P4310319748","https://openalex.org/P4310319982"],"host_organization_lineage_names":["EDP Sciences","Science Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITM Web of Conferences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1546111015","https://openalex.org/W1602136775","https://openalex.org/W1638051351","https://openalex.org/W2032897813","https://openalex.org/W2142869398","https://openalex.org/W2741930413","https://openalex.org/W2912172494","https://openalex.org/W2996899616","https://openalex.org/W3035529900"],"related_works":["https://openalex.org/W4302306850","https://openalex.org/W4367301214","https://openalex.org/W3089929372","https://openalex.org/W4291801376","https://openalex.org/W4210382416","https://openalex.org/W4388694301","https://openalex.org/W4285276739","https://openalex.org/W3033625896","https://openalex.org/W4285014918","https://openalex.org/W3207512843"],"abstract_inverted_index":{"At":[0],"present,":[1],"most":[2],"of":[3,15,23,34,110],"the":[4,11,21,30,83,99,105],"existing":[5],"rumor":[6],"detection":[7,107],"methods":[8],"focus":[9],"on":[10,88],"learning":[12],"and":[13,48,62,72,75,90,108],"fusion":[14],"various":[16],"features,":[17],"but":[18],"due":[19],"to":[20,44,51,78],"complexity":[22],"language,":[24],"these":[25],"models":[26],"often":[27],"rarely":[28],"consider":[29],"relationship":[31,66],"between":[32],"parts":[33],"speech.":[35],"This":[36],"paper":[37],"uses":[38,56],"graph":[39],"attention":[40,58,64,74,77],"neural":[41],"network":[42],"model":[43],"learn":[45],"text":[46,60],"features":[47],"syntactic":[49,69],"relations":[50],"solve":[52],"this":[53],"problem.":[54],"It":[55],"node":[57,73],"collection":[59,65],"feature":[61,67],"edge":[63,76],"for":[68],"dependency":[70],"tree,":[71],"enhance":[79],"each":[80],"other.":[81],"Finally,":[82],"proposed":[84,100],"method":[85,101],"is":[86],"verified":[87],"Twitter":[89],"Weibo":[91],"data":[92],"sets.":[93],"The":[94],"experimental":[95],"results":[96],"show":[97],"that":[98],"has":[102],"greatly":[103],"improved":[104],"early":[106],"accuracy":[109],"rumors.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-07-14T00:00:00"}
