{"id":"https://openalex.org/W3020109464","doi":"https://doi.org/10.1109/access.2020.2989180","title":"Predicting Rumor Retweeting Behavior of Social Media Users in Public Emergencies","display_name":"Predicting Rumor Retweeting Behavior of Social Media Users in Public Emergencies","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3020109464","doi":"https://doi.org/10.1109/access.2020.2989180","mag":"3020109464"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2989180","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2989180","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://doi.org/10.1109/access.2020.2989180","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069752914","display_name":"Yong Tian","orcid":"https://orcid.org/0000-0002-0664-1437"},"institutions":[{"id":"https://openalex.org/I153374732","display_name":"Liaoning Normal University","ror":"https://ror.org/04c3cgg32","country_code":"CN","type":"education","lineage":["https://openalex.org/I153374732"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Tian","raw_affiliation_strings":["School of Physics and Electronic Technology, Liaoning Normal University, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-0664-1437","affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Technology, Liaoning Normal University, Dalian, China","institution_ids":["https://openalex.org/I153374732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068410850","display_name":"Rong Fan","orcid":"https://orcid.org/0000-0001-5728-6765"},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Fan","raw_affiliation_strings":["School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081789677","display_name":"Xuejun Ding","orcid":"https://orcid.org/0000-0002-2536-7277"},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuejun Ding","raw_affiliation_strings":["School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088181387","display_name":"Xiaxia Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaxia Zhang","raw_affiliation_strings":["School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004029068","display_name":"Tian Gan","orcid":null},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Gan","raw_affiliation_strings":["School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Dongbei University of Finance and Economics, Dalian, China","institution_ids":["https://openalex.org/I130480701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.3058,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.9337655,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"87121","last_page":"87132"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9973000288009644,"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/rumor","display_name":"Rumor","score":0.9847651720046997},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7840461134910583},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6845680475234985},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6438589096069336},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5281334519386292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45483464002609253},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4471568465232849},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4194851517677307},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3557508587837219},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18062156438827515}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.9847651720046997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7840461134910583},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6845680475234985},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6438589096069336},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5281334519386292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45483464002609253},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4471568465232849},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4194851517677307},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3557508587837219},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18062156438827515},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2989180","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2989180","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:81c8796063a54c1681e99a37ea87c567","is_oa":true,"landing_page_url":"https://doaj.org/article/81c8796063a54c1681e99a37ea87c567","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 8, Pp 87121-87132 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2989180","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2989180","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G1994616927","display_name":"\u963b\u65ad\u4e0e\u6f84\u6e05\uff1a\u8003\u8651\u4ee3\u4ef7\u7ea6\u675f\u7684\u5728\u7ebf\u793e\u4f1a\u7f51\u7edc\u7a81\u53d1\u4e8b\u4ef6\u8c23\u8a00\u6291\u5236\u7b56\u7565\u7814\u7a76","funder_award_id":"71874025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6917705253","display_name":"\u793e\u4f1a\u5316\u5a92\u4f53\u4e2d\u7a81\u53d1\u516c\u5171\u536b\u751f\u4e8b\u4ef6\u7f51\u7edc\u8206\u60c5\u7684\u4f20\u64ad\u6f14\u5316\u673a\u5236\u53ca\u5e72\u9884\u7b56\u7565\u7814\u7a76","funder_award_id":"71503033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8970565244","display_name":"\u975e\u5e38\u89c4\u60c5\u5883\u4e0b\u6050\u6016\u88ad\u51fb\u4e8b\u4ef6\u7684\u4fe1\u53f7\u535a\u5f08\u6a21\u578b\u4e0e\u53cd\u6050\u63aa\u65bd\u4f18\u5316\u7814\u7a76","funder_award_id":"71571033","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1727350781","https://openalex.org/W1810889649","https://openalex.org/W1934362406","https://openalex.org/W2049841711","https://openalex.org/W2084618626","https://openalex.org/W2085645467","https://openalex.org/W2094948131","https://openalex.org/W2158488480","https://openalex.org/W2468369286","https://openalex.org/W2481869815","https://openalex.org/W2510700783","https://openalex.org/W2522606929","https://openalex.org/W2532065816","https://openalex.org/W2572775696","https://openalex.org/W2590397521","https://openalex.org/W2735241201","https://openalex.org/W2735898654","https://openalex.org/W2751098541","https://openalex.org/W2751186559","https://openalex.org/W2751986360","https://openalex.org/W2799165947","https://openalex.org/W2891453035","https://openalex.org/W2906020944","https://openalex.org/W2936139221","https://openalex.org/W2962476566","https://openalex.org/W2965611836","https://openalex.org/W2981093320","https://openalex.org/W2981199473","https://openalex.org/W4301166652","https://openalex.org/W6750787382","https://openalex.org/W6754746396"],"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/W2014074345"],"abstract_inverted_index":{"Rumors":[0],"in":[1,55,90],"social":[2,11,22],"media":[3,23],"not":[4,45],"only":[5],"affect":[6],"the":[7,16,28,41,64,82,91,96,109,123,146,163,167,177,199,203],"health":[8],"of":[9,18,31,107,113,131,176,189,202],"online":[10],"networks,":[12],"but":[13],"also":[14],"reduce":[15],"quality":[17],"information":[19,54],"accessed":[20],"by":[21,128,182,212],"users.":[24],"When":[25],"emergencies":[26,190],"occur,":[27],"rapid":[29],"spread":[30],"rumors":[32],"can":[33,209],"even":[34],"trigger":[35],"mass":[36],"anxiety":[37],"and":[38,52,111,116,141,166,207],"panic.":[39],"However,":[40],"existing":[42],"studies":[43],"did":[44],"make":[46],"a":[47,71,152],"clear":[48],"distinction":[49],"between":[50],"rumor":[51,65,75,97,114,187],"non-rumor":[53],"public":[56,134],"emergencies,":[57,135],"so":[58],"that":[59,198],"they":[60],"cannot":[61],"effectively":[62],"predict":[63],"retweeting":[66,76,98],"behavior.":[67],"To":[68,144],"this":[69,94],"end,":[70],"model":[72,89,178,204],"for":[73,150],"predicting":[74],"behavior":[77,99],"is":[78,100,159],"presented":[79],"based":[80,154],"on":[81,185,214],"convolutional":[83],"neural":[84],"networks":[85],"(CNN)":[86],"called":[87],"R-CNN":[88],"paper.":[92],"In":[93],"model,":[95],"considered":[101],"as":[102],"an":[103],"important":[104],"driving":[105],"force":[106],"increasing":[108],"depth":[110],"breadth":[112],"cascades,":[115],"four":[117],"feature":[118,148,169],"vectors":[119,149],"are":[120,171],"constructed":[121],"with":[122,217],"historical":[124],"textual":[125],"content":[126],"published":[127],"users,":[129],"consisting":[130],"attention":[132,136],"to":[133,137,161],"rumors,":[138],"reaction":[139],"time":[140],"tweeting":[142],"frequency.":[143],"input":[145],"quantitative":[147,168],"R-CNN,":[151],"K-means":[153],"core":[155],"tweets":[156],"extraction":[157],"method":[158],"proposed":[160],"select":[162],"right":[164],"tweets,":[165],"representations":[170],"proposed.":[172],"The":[173],"predictive":[174],"capability":[175],"has":[179],"been":[180],"proved":[181],"experiments":[183],"base":[184],"two":[186],"datasets":[188],"crawled":[191],"from":[192],"Sina":[193],"weibo.":[194],"Experimental":[195],"results":[196],"indicate":[197],"prediction":[200],"accuracy":[201],"reaches":[205],"88%,":[206],"it":[208],"be":[210],"improved":[211],"7%":[213],"average":[215],"compared":[216],"other":[218],"models.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}