{"id":"https://openalex.org/W4385482608","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191894","title":"Rumor Detection Based on Depth and Breadth with Tree-Structured Recursive Neural Networks","display_name":"Rumor Detection Based on Depth and Breadth with Tree-Structured Recursive Neural Networks","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385482608","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191894"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn54540.2023.10191894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100368865","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0002-5201-3802"},"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":"Xiang Zhang","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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/A5073081338","display_name":"Tao Sun","orcid":"https://orcid.org/0000-0003-2220-930X"},"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":"Tao Sun","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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/A5100568918","display_name":"Chunyan Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156380","display_name":"Hubei Urban Construction Vocational and Technological College","ror":"https://ror.org/05bkcgf50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyan Yang","raw_affiliation_strings":["Shandong Urban Construction Vocational College,Jinan,China","Shandong Urban Construction Vocational College, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Urban Construction Vocational College,Jinan,China","institution_ids":["https://openalex.org/I4210156380"]},{"raw_affiliation_string":"Shandong Urban Construction Vocational College, Jinan, China","institution_ids":["https://openalex.org/I4210156380"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404241","display_name":"Zihao Zhang","orcid":"https://orcid.org/0000-0002-9290-8125"},"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":"Zihao Zhang","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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/A5067624165","display_name":"Xinyan Yin","orcid":null},"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":"Xinyan Yin","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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/A5005622399","display_name":"Mengli Su","orcid":null},"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":"Mengli Su","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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/A5084797285","display_name":"Zhibang Quan","orcid":"https://orcid.org/0000-0002-5429-2630"},"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":"Zhibang Quan","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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/A5036453482","display_name":"Jishu Wei","orcid":null},"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":"Jishu Wei","raw_affiliation_strings":["Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","Qilu University of Technology(Shandong Academy of Sciences), Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu University of Technology(Shandong Academy of Sciences),Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"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":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":null,"first_page":"1","last_page":"8"},"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":0.9855999946594238,"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":0.9682999849319458,"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":0.9569098949432373},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7532784938812256},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6117793321609497},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5473251342773438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5162484645843506},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.4682005047798157},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4362601041793823},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4323107600212097},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36780452728271484},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35085785388946533},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33824533224105835},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12507277727127075}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.9569098949432373},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532784938812256},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6117793321609497},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5473251342773438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5162484645843506},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.4682005047798157},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4362601041793823},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4323107600212097},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36780452728271484},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35085785388946533},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33824533224105835},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12507277727127075},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191894","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn54540.2023.10191894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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":23,"referenced_works":["https://openalex.org/W1664990523","https://openalex.org/W1975594555","https://openalex.org/W2032897813","https://openalex.org/W2051405935","https://openalex.org/W2084591134","https://openalex.org/W2142869398","https://openalex.org/W2470673105","https://openalex.org/W2577888896","https://openalex.org/W2582561810","https://openalex.org/W2609512471","https://openalex.org/W2742144412","https://openalex.org/W2742330194","https://openalex.org/W2763572884","https://openalex.org/W2788235048","https://openalex.org/W2798787718","https://openalex.org/W2800146313","https://openalex.org/W2966407765","https://openalex.org/W2997976265","https://openalex.org/W3014767596","https://openalex.org/W3080519465","https://openalex.org/W3083982479","https://openalex.org/W4281898186","https://openalex.org/W6636991469"],"related_works":["https://openalex.org/W2372853429","https://openalex.org/W2793319716","https://openalex.org/W3110636174","https://openalex.org/W4210503589","https://openalex.org/W2810386322","https://openalex.org/W2894173309","https://openalex.org/W4387932263","https://openalex.org/W2098962763","https://openalex.org/W2371065793","https://openalex.org/W2157746493"],"abstract_inverted_index":{"With":[0],"the":[1,34,54,63,70,74,79,86,96,102,107,118,130,137,142,146,149,152,157,180,191],"rapid":[2],"development":[3],"of":[4,67,82,98],"social":[5],"media,":[6],"it":[7,29],"is":[8,30,126,154],"very":[9],"important":[10],"for":[11],"automatic":[12],"rumor":[13,20,45,55,114,177,187],"detection":[14,46,173,178,188],"to":[15,23,32,61,94,113,128,155],"obtain":[16,129,141],"global":[17,25,80],"information":[18,26,81],"about":[19],"propagation.":[21],"However,":[22],"get":[24],"on":[27,106,162],"propagation,":[28],"necessary":[31],"use":[33],"propagation":[35,56,65,88,120,159,183,192],"structure":[36,184],"rational.":[37],"In":[38,84,116],"this":[39],"paper,":[40],"we":[41,90],"propose":[42],"a":[43],"novel":[44],"model,":[47],"named":[48],"depth-breadth":[49],"tree-structured":[50],"recursive":[51],"neural":[52,124],"networks(RvNN-DB).":[53],"tree":[57],"can":[58,104],"be":[59],"used":[60,127],"extract":[62],"depth":[64,87,158],"features":[66,72],"multi-branch":[68],"and":[69,185],"breadth":[71,119],"at":[73,139],"same":[75],"depth,":[76],"effectively":[77],"obtaining":[78],"propagation;":[83],"extracting":[85,117],"features,":[89,121],"introduce":[91],"attention":[92],"mechanism":[93],"adjust":[95],"weight":[97],"clues":[99,109],"so":[100],"that":[101,110,168],"model":[103],"focus":[105],"key":[108],"are":[111],"conducive":[112],"detection;":[115],"one-dimensional":[122],"convolution":[123],"network":[125,189],"fine-grained":[131],"relationships":[132],"among":[133],"word":[134],"levels":[135],"within":[136],"comments":[138,147],"first,":[140],"semantic":[143],"interaction":[144],"between":[145],"in":[148,175,190],"next":[150],"step,":[151],"purpose":[153],"supplement":[156],"features.":[160],"Results":[161],"two":[163],"public":[164],"Twitter":[165],"datasets":[166],"demonstrate":[167],"our":[169],"method":[170],"has":[171],"higher":[172],"accuracy":[174],"early":[176],"than":[179],"existing":[181],"linear":[182],"unidirectional":[186],"tree.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
