{"id":"https://openalex.org/W4308796846","doi":"https://doi.org/10.3233/jifs-220417","title":"Rumor detection model fused with static spatiotemporal information","display_name":"Rumor detection model fused with static spatiotemporal information","publication_year":2022,"publication_date":"2022-11-11","ids":{"openalex":"https://openalex.org/W4308796846","doi":"https://doi.org/10.3233/jifs-220417"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-220417","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-220417","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5100439473","display_name":"Biao Wang","orcid":"https://orcid.org/0000-0002-0566-9198"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Wang","raw_affiliation_strings":["PLA Strategic Support Force Information Engineering University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Strategic Support Force Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062229306","display_name":"Hongquan Wei","orcid":"https://orcid.org/0009-0009-7717-6593"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongquan Wei","raw_affiliation_strings":["PLA Strategic Support Force Information Engineering University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Strategic Support Force Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428100","display_name":"Ran Li","orcid":"https://orcid.org/0000-0003-3737-2660"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Li","raw_affiliation_strings":["PLA Strategic Support Force Information Engineering University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Strategic Support Force Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775924","display_name":"Shuxin Liu","orcid":"https://orcid.org/0000-0002-3366-4466"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuxin Liu","raw_affiliation_strings":["PLA Strategic Support Force Information Engineering University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Strategic Support Force Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100437004","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-3123-2184"},"institutions":[{"id":"https://openalex.org/I169689159","display_name":"PLA Information Engineering University","ror":"https://ror.org/00mm1qk40","country_code":"CN","type":"education","lineage":["https://openalex.org/I169689159"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["PLA Strategic Support Force Information Engineering University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PLA Strategic Support Force Information Engineering University, Zhengzhou, China","institution_ids":["https://openalex.org/I169689159"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100775924"],"corresponding_institution_ids":["https://openalex.org/I169689159"],"apc_list":null,"apc_paid":null,"fwci":1.5849,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87367948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"44","issue":"2","first_page":"2847","last_page":"2862"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9904999732971191,"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":0.9714000225067139,"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":0.883874773979187},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7839598655700684},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6076658964157104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49984002113342285},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45180076360702515},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.43946611881256104},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4236065745353699},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36548012495040894},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25471892952919006}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.883874773979187},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7839598655700684},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6076658964157104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49984002113342285},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45180076360702515},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.43946611881256104},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4236065745353699},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36548012495040894},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25471892952919006},{"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},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-220417","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-220417","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2577716227","https://openalex.org/W2790166049","https://openalex.org/W2997128522","https://openalex.org/W3045987077","https://openalex.org/W3118960049","https://openalex.org/W3160551809","https://openalex.org/W3194651497"],"related_works":["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","https://openalex.org/W3140274682"],"abstract_inverted_index":{"Spotting":[0],"rumors":[1,24],"from":[2],"social":[3],"media":[4],"and":[5,75,78,94,134,156,178],"intervening":[6],"early":[7,154,158,169,207],"has":[8],"always":[9],"been":[10],"a":[11,120,163,184],"daunting":[12],"challenge.":[13],"In":[14],"recent":[15],"years,":[16],"Deep":[17],"neural":[18],"networks":[19],"have":[20,179],"begun":[21],"to":[22,124],"discover":[23],"by":[25],"exploring":[26],"the":[27,41,63,71,101,136,140,191,196],"way":[28],"of":[29,45,87,198],"rumor":[30,46,88,125],"propagation.":[31],"The":[32,105,187],"existing":[33],"static":[34,146],"graph":[35,147],"models":[36],"either":[37],"only":[38],"focus":[39],"on":[40,49,129,190],"spatial":[42,84],"structure":[43,85],"information":[44,53,74,86,99,108,115,205],"propagation":[47,52,80,89,98],"or":[48,209],"time":[50,96],"series":[51,97],"but":[54],"do":[55],"not":[56],"effectively":[57],"combine":[58],"them.":[59],"This":[60],"paper":[61,161],"proposes":[62],"Static":[64],"Spatiotemporal":[65],"Model":[66],"(SSM),":[67],"which":[68,171],"first":[69],"extracts":[70,95],"textual":[72],"semantic":[73],"constructs":[76],"undirected":[77],"directed":[79],"trees.":[81],"Then":[82],"obtains":[83],"through":[90,100],"Graph":[91],"Convolutional":[92],"Network":[93],"Recurrent":[102],"Neural":[103],"Network.":[104],"extracted":[106],"spatiotemporal":[107],"is":[109],"enhanced":[110],"using":[111],"different":[112],"source":[113],"node":[114],"hopping.":[116],"Finally,":[117],"SSM":[118,152,199],"uses":[119],"weighted":[121],"connection":[122],"ensemble":[123],"classification.":[126],"Experimentally":[127],"validated":[128],"datasets":[130],"such":[131],"as":[132,200],"Weibo":[133],"Twitter,":[135],"results":[137,189],"show":[138],"that":[139,175],"proposed":[141],"method":[142],"outperforms":[143],"several":[144],"state-of-the-art":[145],"models.":[148],"To":[149],"better":[150],"apply":[151],"in":[153,183,206],"detection":[155,208],"characterize":[157],"concepts,":[159],"this":[160],"presents":[162],"new":[164,192],"data":[165],"collection":[166],"index":[167],"for":[168],"detection,":[170],"can":[172,202],"detect":[173],"events":[174,210],"spread":[176],"faster":[177],"more":[180],"significant":[181],"influence":[182],"targeted":[185],"manner.":[186],"experimental":[188],"indicators":[193],"further":[194],"verify":[195],"superiority":[197],"it":[201],"extract":[203],"sufficient":[204],"with":[211],"fewer":[212],"participants.":[213]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
