{"id":"https://openalex.org/W4386066755","doi":"https://doi.org/10.1109/smartnets58706.2023.10215926","title":"Graph Neural Network based Approach for Rumor Detection on Social Networks","display_name":"Graph Neural Network based Approach for Rumor Detection on Social Networks","publication_year":2023,"publication_date":"2023-07-25","ids":{"openalex":"https://openalex.org/W4386066755","doi":"https://doi.org/10.1109/smartnets58706.2023.10215926"},"language":"en","primary_location":{"id":"doi:10.1109/smartnets58706.2023.10215926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartnets58706.2023.10215926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","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/A5084909245","display_name":"Daniel Hosseini","orcid":null},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Daniel Hosseini","raw_affiliation_strings":["California State University, Fullerton,Department of Computer Science,Fullerton,CA,USA","Department of Computer Science, California State University, Fullerton, Fullerton, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton,Department of Computer Science,Fullerton,CA,USA","institution_ids":["https://openalex.org/I142934699"]},{"raw_affiliation_string":"Department of Computer Science, California State University, Fullerton, Fullerton, CA, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076821245","display_name":"Rong Jin","orcid":"https://orcid.org/0000-0001-7817-2812"},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rong Jin","raw_affiliation_strings":["California State University, Fullerton,Department of Computer Science,Fullerton,CA,USA","Department of Computer Science, California State University, Fullerton, Fullerton, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton,Department of Computer Science,Fullerton,CA,USA","institution_ids":["https://openalex.org/I142934699"]},{"raw_affiliation_string":"Department of Computer Science, California State University, Fullerton, Fullerton, CA, USA","institution_ids":["https://openalex.org/I142934699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5084909245"],"corresponding_institution_ids":["https://openalex.org/I142934699"],"apc_list":null,"apc_paid":null,"fwci":2.8953,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91699443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"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":0.9998999834060669,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9912999868392944,"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","display_name":"Rumor","score":0.9137706160545349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7012641429901123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5395935773849487},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5332372188568115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40345853567123413},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.27588069438934326}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.9137706160545349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7012641429901123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5395935773849487},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5332372188568115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40345853567123413},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.27588069438934326},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartnets58706.2023.10215926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartnets58706.2023.10215926","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Smart Applications, Communications and Networking (SmartNets)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1662382123","https://openalex.org/W2106411961","https://openalex.org/W2156718197","https://openalex.org/W2577888896","https://openalex.org/W2790166049","https://openalex.org/W2804057010","https://openalex.org/W2809660921","https://openalex.org/W2896457183","https://openalex.org/W2949676527","https://openalex.org/W2964015378","https://openalex.org/W3011667710","https://openalex.org/W3081931428","https://openalex.org/W3118260449","https://openalex.org/W3118960049","https://openalex.org/W3137447380","https://openalex.org/W4210981605","https://openalex.org/W4288419263","https://openalex.org/W4294558607","https://openalex.org/W4295312788","https://openalex.org/W4297733535","https://openalex.org/W4394232863","https://openalex.org/W6676179485","https://openalex.org/W6682755970","https://openalex.org/W6732431570","https://openalex.org/W6738964360","https://openalex.org/W6752110883","https://openalex.org/W6766978945","https://openalex.org/W6863386927"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2372853429","https://openalex.org/W2793319716","https://openalex.org/W3110636174","https://openalex.org/W4210503589","https://openalex.org/W2908713064","https://openalex.org/W2810386322","https://openalex.org/W2801267666","https://openalex.org/W2188429085"],"abstract_inverted_index":{"In":[0,61],"today\u2019s":[1],"society,":[2],"social":[3],"media":[4],"usage":[5],"has":[6],"resulted":[7],"in":[8,121,134],"several":[9],"challenges,":[10],"including":[11],"the":[12,36,111,135],"widespread":[13],"dissemination":[14],"of":[15,38,137],"rumors":[16,39],"-":[17],"unverified":[18],"or":[19],"false":[20],"information":[21],"that":[22,49,68,115],"can":[23],"significantly":[24],"impact":[25],"public":[26],"perception":[27],"and":[28,34,54,80],"decision-making.":[29],"As":[30],"a":[31,90,102,128],"result,":[32],"detecting":[33],"preventing":[35],"spread":[37],"is":[40],"essential.":[41],"Recent":[42],"scientific":[43],"studies":[44],"have":[45],"proposed":[46],"various":[47],"solutions":[48],"use":[50],"both":[51],"machine":[52],"learning":[53,56],"deep":[55],"techniques":[57],"to":[58,73],"identify":[59],"rumors.":[60,75,123],"this":[62],"paper,":[63],"we":[64,77],"investigate":[65],"an":[66],"approach":[67,117],"employs":[69],"graph":[70,141],"neural":[71,104,142],"networks":[72],"detect":[74],"Specifically,":[76],"represent":[78],"posts":[79],"their":[81],"responses":[82],"as":[83],"graphs,":[84],"which":[85],"are":[86,99],"then":[87],"processed":[88],"through":[89],"Graph":[91],"Attention":[92],"Network":[93],"(GAT)":[94],"layer.":[95],"The":[96],"resulting":[97],"representations":[98],"fed":[100],"into":[101],"dense":[103],"network":[105],"for":[106,131],"classification.":[107],"Our":[108],"experiments":[109],"on":[110],"PHEME":[112],"dataset":[113],"show":[114],"our":[116],"achieves":[118],"satisfactory":[119],"performance":[120],"identifying":[122],"This":[124],"study":[125],"also":[126],"provides":[127],"promising":[129],"avenue":[130],"future":[132],"research":[133],"field":[136],"rumor":[138],"detection":[139],"using":[140],"networks.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
