{"id":"https://openalex.org/W4400949027","doi":"https://doi.org/10.1145/3672919.3672994","title":"RumorSAGE: Semantic Augmentation Graph for Early Rumor Detection","display_name":"RumorSAGE: Semantic Augmentation Graph for Early Rumor Detection","publication_year":2024,"publication_date":"2024-03-01","ids":{"openalex":"https://openalex.org/W4400949027","doi":"https://doi.org/10.1145/3672919.3672994"},"language":"en","primary_location":{"id":"doi:10.1145/3672919.3672994","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3672919.3672994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","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/A5103151240","display_name":"Chang Yang","orcid":"https://orcid.org/0000-0002-5350-8268"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Yang","raw_affiliation_strings":["College of Information Science and Engineering, Shenyang University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-5350-8268","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Shenyang University of Technology, China","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063434169","display_name":"Xia Yu","orcid":"https://orcid.org/0000-0002-8401-0462"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Yu","raw_affiliation_strings":["College of Information Science and Engineering, Shenyang University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-8401-0462","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Shenyang University of Technology, China","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460427","display_name":"Jiayi Wu","orcid":"https://orcid.org/0000-0002-0738-1286"},"institutions":[{"id":"https://openalex.org/I4210094894","display_name":"China Automotive Technology and Research Center","ror":"https://ror.org/00r5r6807","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210094894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Wu","raw_affiliation_strings":["China Automotive Technology and Research Center Co. Ltd, China"],"raw_orcid":"https://orcid.org/0000-0002-0738-1286","affiliations":[{"raw_affiliation_string":"China Automotive Technology and Research Center Co. Ltd, China","institution_ids":["https://openalex.org/I4210094894"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001847366","display_name":"Dan Xue","orcid":"https://orcid.org/0000-0003-3386-4377"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dan Xue","raw_affiliation_strings":["College of Information Science and Engineering, Shenyang University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0003-3386-4377","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Shenyang University of Technology, China","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101718028","display_name":"Yong Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Duan","raw_affiliation_strings":["College of Information Science and Engineering, Shenyang University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-1032-5736","affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Shenyang University of Technology, China","institution_ids":["https://openalex.org/I157507598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103151240"],"corresponding_institution_ids":["https://openalex.org/I157507598"],"apc_list":null,"apc_paid":null,"fwci":1.0744,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81535608,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"406","last_page":"412"},"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":0.9523000121116638,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9355999827384949,"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/rumor","display_name":"Rumor","score":0.7507957220077515},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7466639280319214},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.514460563659668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3266518712043762},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19562244415283203}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.7507957220077515},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466639280319214},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.514460563659668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3266518712043762},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19562244415283203},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3672919.3672994","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3672919.3672994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2034978228","https://openalex.org/W2604264634","https://openalex.org/W2742144412","https://openalex.org/W2767352007","https://openalex.org/W2798787718","https://openalex.org/W3048227452","https://openalex.org/W3093387841","https://openalex.org/W3168293258","https://openalex.org/W6600281463","https://openalex.org/W6600424091","https://openalex.org/W6601180101"],"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/W2810386322","https://openalex.org/W2908713064","https://openalex.org/W2801267666","https://openalex.org/W4213140416"],"abstract_inverted_index":{"With":[0],"the":[1,6,104,116,133,139,159],"proliferation":[2],"of":[3,9,22,51,84,135,141,162],"social":[4,25],"media,":[5],"rapid":[7],"dissemination":[8],"rumors":[10],"presents":[11],"a":[12,77,88,96,148],"significant":[13,169],"threat":[14],"to":[15,30,56,64,107],"societal":[16],"stability":[17],"and":[18,48,86,109,125,138,150,173],"development.":[19],"The":[20],"complexity":[21],"information":[23,111,124,143],"on":[24,59],"networks":[26],"poses":[27],"formidable":[28],"challenges":[29,134],"existing":[31,176],"models":[32],"in":[33,164,171],"accurately":[34],"identifying":[35],"key":[36,142],"features":[37],"for":[38,73,153],"rumor":[39,155,166],"detection.":[40,156],"Traditional":[41],"approaches":[42],"often":[43],"suffer":[44],"from":[45],"entity":[46,123,136],"bias":[47,137],"inadequate":[49],"exploitation":[50],"semantic":[52,82,118,128],"structural":[53],"information,":[54],"leading":[55],"suboptimal":[57],"generalization":[58],"unseen":[60],"data.":[61],"In":[62],"response":[63],"these":[65],"challenges,":[66],"we":[67,94],"introduce":[68],"RumorSAGE":[69,163],"(Semantic":[70],"Augmentation":[71,91],"Graph":[72],"Early":[74],"Rumor":[75],"Detection),":[76],"novel":[78,149],"approach":[79],"that":[80],"leverages":[81],"augmentation":[83],"content":[85],"constructs":[87],"Context-Aware":[89],"Semantic":[90],"Graph.":[92],"Moreover,":[93],"propose":[95],"Semantic-Enhanced":[97],"Heterogeneous":[98],"Attention":[99],"Mechanism,":[100],"aimed":[101],"at":[102],"bolstering":[103],"model's":[105],"capacity":[106],"parse":[108],"represent":[110],"across":[112,144],"different":[113],"meta-paths":[114],"within":[115],"enhanced":[117],"heterogeneous":[119],"graph.":[120],"By":[121],"augmenting":[122],"capturing":[126],"complex":[127],"relationships,":[129],"our":[130],"method":[131],"addresses":[132],"dispersion":[140],"textual":[145],"positions,":[146],"offering":[147],"effective":[151],"framework":[152],"early":[154,165],"Experiments":[157],"demonstrate":[158],"superior":[160],"performance":[161],"detection,":[167],"showcasing":[168],"advancements":[170],"accuracy":[172],"robustness":[174],"over":[175],"methodologies.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
