{"id":"https://openalex.org/W4379805097","doi":"https://doi.org/10.1109/access.2023.3284308","title":"A Novel Rumor Detection Method Based on Non-Consecutive Semantic Features and Comment Stance","display_name":"A Novel Rumor Detection Method Based on Non-Consecutive Semantic Features and Comment Stance","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379805097","doi":"https://doi.org/10.1109/access.2023.3284308"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3284308","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3284308","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10146266.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10146266.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031030335","display_name":"Yi Zhu","orcid":"https://orcid.org/0000-0002-5586-3773"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhu","raw_affiliation_strings":["School of Finance, Taxation and Public Administration, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Finance, Taxation and Public Administration, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091243139","display_name":"Gensheng Wang","orcid":"https://orcid.org/0000-0002-2443-831X"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gensheng Wang","raw_affiliation_strings":["School of International Economics and Trade, Jiangxi University of Finance and Economics, Nanjing, China","School of Humanities, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-2443-831X","affiliations":[{"raw_affiliation_string":"School of International Economics and Trade, Jiangxi University of Finance and Economics, Nanjing, China","institution_ids":["https://openalex.org/I59649739"]},{"raw_affiliation_string":"School of Humanities, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100359810","display_name":"Sheng Li","orcid":"https://orcid.org/0000-0002-5015-189X"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Li","raw_affiliation_strings":["School of Humanities, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Humanities, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009128374","display_name":"Xuejian Huang","orcid":"https://orcid.org/0000-0003-0790-1779"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuejian Huang","raw_affiliation_strings":["School of Humanities, Jiangxi University of Finance and Economics, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0003-0790-1779","affiliations":[{"raw_affiliation_string":"School of Humanities, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59649739"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.4301,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.94236106,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"58016","last_page":"58024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9995999932289124,"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":0.9995999932289124,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9900000095367432,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9793000221252441,"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":0.8406128287315369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7476033568382263},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4420006275177002},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34661170840263367},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32033485174179077}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.8406128287315369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7476033568382263},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4420006275177002},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34661170840263367},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32033485174179077},{"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":2,"locations":[{"id":"doi:10.1109/access.2023.3284308","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3284308","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10146266.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4b79e39aca4d4a80b07591f8ab0f31bf","is_oa":true,"landing_page_url":"https://doaj.org/article/4b79e39aca4d4a80b07591f8ab0f31bf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 58016-58024 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3284308","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3284308","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/10005208/10146266.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1378325997","display_name":"\u793e\u4ea4\u5a92\u4f53\u5065\u5eb7\u4fe1\u606f\u53ef\u4fe1\u5ea6\u8bc4\u4f30\u4e0e\u504f\u597d\u63a8\u8350\u7814\u7a76","funder_award_id":"72061015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325626","display_name":"Education Department of Jiangxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4379805097.pdf","grobid_xml":"https://content.openalex.org/works/W4379805097.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1975594555","https://openalex.org/W2577888896","https://openalex.org/W2609512471","https://openalex.org/W2742144412","https://openalex.org/W2798787718","https://openalex.org/W2798966390","https://openalex.org/W2810047920","https://openalex.org/W2919877138","https://openalex.org/W2964051877","https://openalex.org/W2989262953","https://openalex.org/W3001895040","https://openalex.org/W3022024046","https://openalex.org/W3022943910","https://openalex.org/W3033625896","https://openalex.org/W3041860561","https://openalex.org/W3043033591","https://openalex.org/W3048227452","https://openalex.org/W3080378555","https://openalex.org/W3083982479","https://openalex.org/W3103872969","https://openalex.org/W3115024384","https://openalex.org/W3118260449","https://openalex.org/W3118960049","https://openalex.org/W3128894728","https://openalex.org/W3134349545","https://openalex.org/W3152219206","https://openalex.org/W3177190859","https://openalex.org/W3194055126","https://openalex.org/W3198417600","https://openalex.org/W3200901654","https://openalex.org/W3210631446","https://openalex.org/W4206085151","https://openalex.org/W4210485405","https://openalex.org/W4210786858","https://openalex.org/W4221093564","https://openalex.org/W4281260434","https://openalex.org/W4283466614","https://openalex.org/W4283818575","https://openalex.org/W4320479628","https://openalex.org/W4365504465","https://openalex.org/W4375859389","https://openalex.org/W6732431570"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","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/W3204019825"],"abstract_inverted_index":{"Detecting":[0],"rumors":[1],"on":[2,17,87,190],"social":[3,193],"media":[4,194],"has":[5],"become":[6],"increasingly":[7],"necessary":[8],"due":[9],"to":[10,25,67,111,125,147],"their":[11],"rapid":[12],"spread":[13],"and":[14,54,77,100,129,137,151,178,198],"adverse":[15],"impact":[16],"society.":[18],"Currently,":[19],"most":[20],"rumor":[21,46,186,195,221],"detection":[22,47,65],"methods":[23,218],"fail":[24],"consider":[26],"the":[27,32,36,75,80,83,94,101,108,113,127,149,153,158,163,170,175,205,216],"non-consecutive":[28,51,154,171],"semantic":[29,52,155,172],"features":[30,53,115,156,165,173],"of":[31,38,82,97,116,157,166,174,215],"post\u2019s":[33,131,176],"text":[34,132,177],"or":[35],"authority":[37],"commenting":[39,88],"users.":[40],"Therefore,":[41],"we":[42,60,92,161],"propose":[43],"a":[44,62,134,139,182],"novel":[45],"method":[48,203,208],"that":[49,143,201],"integrates":[50],"stances":[55,168],"considering":[56],"user":[57,89,104],"weights.":[58],"Firstly,":[59],"employ":[61],"pre-trained":[63],"stance":[64,69,84,98],"model":[66],"extract":[68],"information":[70,85,99,124],"for":[71,74,185,219],"each":[72],"comment":[73,103,117,167],"post":[76],"then":[78,120],"determine":[79],"weight":[81],"based":[86],"characteristics.":[90],"Secondly,":[91],"input":[93,179],"time-series":[95],"data":[96,106],"corresponding":[102],"sequence":[105],"into":[107,133,181],"Cross-modal":[109],"Transformer":[110],"learn":[112,152],"temporal":[114,164],"stances.":[118],"We":[119],"use":[121],"pointwise":[122],"mutual":[123],"transform":[126],"discretized":[128],"fragmented":[130],"weighted":[135],"graph":[136,140,150],"utilize":[138],"attention":[141],"network":[142],"considers":[144],"edge":[145],"weights":[146],"process":[148],"text.":[159],"Finally,":[160],"concatenate":[162],"with":[169],"them":[180],"multi-layer":[183],"perceptron":[184],"classification.":[187],"Experimental":[188],"results":[189],"two":[191],"public":[192],"datasets,":[196],"Weibo":[197],"PHEME,":[199],"demonstrate":[200],"our":[202],"outperforms":[204],"baselines.":[206],"Our":[207],"is":[209],"at":[210],"least":[211],"12":[212],"hours":[213],"ahead":[214],"baseline":[217],"early":[220],"detection.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
