{"id":"https://openalex.org/W4386365734","doi":"https://doi.org/10.18293/seke2023-162","title":"Reinforced Multi-modal Circulant Fusion based Transformers for Rumor Detection (S)","display_name":"Reinforced Multi-modal Circulant Fusion based Transformers for Rumor Detection (S)","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4386365734","doi":"https://doi.org/10.18293/seke2023-162"},"language":"en","primary_location":{"id":"doi:10.18293/seke2023-162","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2023-162","pdf_url":"https://doi.org/10.18293/seke2023-162","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2023-162","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035784387","display_name":"Xingang Wang","orcid":"https://orcid.org/0000-0002-3949-5915"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingang Wang","raw_affiliation_strings":["School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042058386","display_name":"Xiaomin Li","orcid":"https://orcid.org/0000-0001-7587-0543"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaomin Li","raw_affiliation_strings":["School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101515196","display_name":"Xiaoyu Liu","orcid":"https://orcid.org/0000-0002-9057-8740"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Liu","raw_affiliation_strings":["School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Qilu University of Technology (Shandong Academy of Sciences) Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035784387"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":0.5791,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74866341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"2023","issue":null,"first_page":"627","last_page":"631"},"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/T10028","display_name":"Topic Modeling","score":0.9832000136375427,"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"}},{"id":"https://openalex.org/T13718","display_name":"Media Influence and Politics","score":0.9545999765396118,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.7716536521911621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6790618896484375},{"id":"https://openalex.org/keywords/rumor","display_name":"Rumor","score":0.5299298167228699},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5205829739570618},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.46554479002952576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44345027208328247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3628206253051758},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3446803689002991},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32711514830589294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15883949398994446},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14188379049301147},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11076104640960693}],"concepts":[{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7716536521911621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6790618896484375},{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.5299298167228699},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5205829739570618},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.46554479002952576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44345027208328247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3628206253051758},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3446803689002991},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32711514830589294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15883949398994446},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14188379049301147},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11076104640960693},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical 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/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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:10.18293/seke2023-162","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2023-162","pdf_url":"https://doi.org/10.18293/seke2023-162","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2023-162","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2023-162","pdf_url":"https://doi.org/10.18293/seke2023-162","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386365734.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1895577753","https://openalex.org/W1933349210","https://openalex.org/W2084591134","https://openalex.org/W2296241532","https://openalex.org/W2577888896","https://openalex.org/W2593408211","https://openalex.org/W2609512471","https://openalex.org/W2741930413","https://openalex.org/W2766462585","https://openalex.org/W2896457183","https://openalex.org/W2901685856","https://openalex.org/W2912305564","https://openalex.org/W2947476638","https://openalex.org/W2964051877","https://openalex.org/W2982137384","https://openalex.org/W3039263585","https://openalex.org/W3106237638","https://openalex.org/W3159686626","https://openalex.org/W3195314408","https://openalex.org/W3206237685","https://openalex.org/W4221149672","https://openalex.org/W4224324956","https://openalex.org/W4394666973"],"related_works":["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","https://openalex.org/W2886888575"],"abstract_inverted_index":{"While":[0],"the":[1,14,27,46,78,101,104,113,128,148,162,168,172,179,185,189,192,199,216,220,223],"popularity":[2],"of":[3,16,29,49,103,107,124,147,167],"social":[4,21,54],"media":[5,55],"platforms":[6],"facilitates":[7],"people's":[8],"communication,":[9],"it":[10],"also":[11],"contributes":[12],"to":[13,36,160,177,201,211],"diffusion":[15],"rumors,":[17],"which":[18,96,120,143],"may":[19,97],"endanger":[20],"and":[22,31,158,164,215],"public":[23,38,209],"order.Multi-modal":[24],"rumors":[25],"in":[26,53],"form":[28],"text":[30],"images":[32],"are":[33,196],"more":[34],"likely":[35],"gain":[37],"trust":[39],"than":[40],"traditional":[41],"text-only":[42],"content.As":[43],"a":[44,59,74],"result,":[45],"rapid":[47],"identification":[48],"multi-modal":[50,64,80,108,150,181,186,194],"rumor":[51,65],"information":[52],"has":[56,67],"emerged":[57],"as":[58],"significant":[60],"research":[61],"focus":[62],"today.Although":[63],"detection":[66],"been":[68],"widely":[69],"researched,":[70],"we":[71,131,152,170,183],"still":[72],"face":[73],"challenge.We":[75],"found":[76],"that":[77,219],"current":[79],"fusion":[81],"methods":[82],"for":[83,117,139],"this":[84],"task":[85],"mainly":[86],"include":[87],"element-wise":[88,90],"product,":[89],"sum,":[91],"or":[92],"even":[93],"direct":[94],"splicing,":[95],"not":[98],"better":[99],"exploit":[100],"advantages":[102],"complementary":[105],"nature":[106],"data.Moreover,":[109],"previous":[110,213],"studies":[111],"used":[112],"fused":[114,125,149],"features":[115,166,174,187,195],"immediately":[116],"downstream":[118],"tasks,":[119],"lacks":[121],"further":[122,145],"exploration":[123],"featured.To":[126],"solve":[127],"above":[129],"issues,":[130],"propose":[132],"Reinforced":[133],"Multimodal":[134],"Circulant":[135],"Fusion(MCF)":[136],"based":[137],"Transformers":[138],"Rumor":[140],"Detection":[141],"(MCFbT),":[142],"considers":[144],"optimization":[146],"features.Firstly,":[151],"use":[153],"two":[154,173,208],"pre-trained":[155],"models,":[156,214],"ALBERT":[157],"VGG-19,":[159],"extract":[161],"textual":[163],"visual":[165],"posts.Secondly,":[169],"fuse":[171],"using":[175],"MCF":[176],"obtain":[178],"initial":[180],"features.Thirdly,":[182],"enhance":[184],"via":[188],"cross-modal":[190],"transformers.Finally,":[191],"optimized":[193],"fed":[197],"into":[198],"detector":[200],"identify":[202],"rumors.We":[203],"performed":[204],"extensive":[205],"experiments":[206],"on":[207],"datasets":[210],"compare":[212],"results":[217],"show":[218],"model":[221],"outperforms":[222],"baseline":[224],"models.":[225]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}