{"id":"https://openalex.org/W7131085584","doi":"https://doi.org/10.1145/3795885","title":"A Rumor Propagation Prediction Based on Multi-dimensional User Characteristics","display_name":"A Rumor Propagation Prediction Based on Multi-dimensional User Characteristics","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131085584","doi":"https://doi.org/10.1145/3795885"},"language":"en","primary_location":{"id":"doi:10.1145/3795885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795885","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3795885","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126654659","display_name":"Rong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Wang","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications"],"raw_orcid":"https://orcid.org/0000-0002-7963-1766","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059166926","display_name":"Na Lv","orcid":"https://orcid.org/0009-0007-2121-8390"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Lv","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications"],"raw_orcid":"https://orcid.org/0009-0007-2121-8390","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111201002","display_name":"Liangyu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangyu Wang","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications"],"raw_orcid":"https://orcid.org/0009-0001-1522-6948","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126605631","display_name":"Qian Li","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Li","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications"],"raw_orcid":"https://orcid.org/0000-0003-3905-8173","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063448571","display_name":"Sirui Duan","orcid":"https://orcid.org/0000-0002-2182-8478"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sirui Duan","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications"],"raw_orcid":"https://orcid.org/0000-0002-2182-8478","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126589311","display_name":"Yunpeng Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunpeng Xiao","raw_affiliation_strings":["School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications"],"raw_orcid":"https://orcid.org/0000-0002-2846-3571","affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Chongqing University of Posts and Telecommunications","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10535382"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1678429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"2","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9584000110626221,"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":0.9584000110626221,"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":0.019899999722838402,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.0019000000320374966,"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":0.9617999792098999},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6029999852180481},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5882999897003174},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5516999959945679},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5210999846458435},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.37869998812675476},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.35690000653266907},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.35269999504089355}],"concepts":[{"id":"https://openalex.org/C2780469804","wikidata":"https://www.wikidata.org/wiki/Q878352","display_name":"Rumor","level":2,"score":0.9617999792098999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8374000191688538},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6029999852180481},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5882999897003174},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5516999959945679},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5210999846458435},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39879998564720154},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38519999384880066},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.37869998812675476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37070000171661377},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.35269999504089355},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3287999927997589},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.3154999911785126},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3125999867916107},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3109999895095825},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.303600013256073},{"id":"https://openalex.org/C38764148","wikidata":"https://www.wikidata.org/wiki/Q17098245","display_name":"Interaction information","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.3003000020980835},{"id":"https://openalex.org/C130064352","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relation","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C121194460","wikidata":"https://www.wikidata.org/wiki/Q856741","display_name":"Random walk","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3795885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795885","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3795885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3795885","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.604631781578064}],"awards":[{"id":"https://openalex.org/G3766251654","display_name":null,"funder_award_id":"62006032, 62072066, and 62576057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5509144415","display_name":null,"funder_award_id":"CSTB2025NSCQ-GPX1254, and CSTB2025NSCQ-LZX0148","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3107200193","https://openalex.org/W3110062290","https://openalex.org/W3201524732","https://openalex.org/W4205138969","https://openalex.org/W4226319036","https://openalex.org/W4285168165","https://openalex.org/W4285215208","https://openalex.org/W4292982957","https://openalex.org/W4294310642","https://openalex.org/W4306830375","https://openalex.org/W4313174275","https://openalex.org/W4390512307","https://openalex.org/W4391147716","https://openalex.org/W4392908054","https://openalex.org/W4393034205","https://openalex.org/W4394863048","https://openalex.org/W4397289415","https://openalex.org/W4399881097","https://openalex.org/W4402332627","https://openalex.org/W4404876720"],"related_works":[],"abstract_inverted_index":{"Compared":[0],"to":[1,17,47,70,81,130,160],"traditional":[2],"media,":[3],"the":[4,48,56,72,84,125,136,146,149,154,163,192,210],"open":[5],"and":[6,19,42,50,58,60,74,115,167,180,212],"instantaneous":[7],"nature":[8,52],"of":[9,53,63,77,86,124,135,145,148,215],"social":[10,43,61,88,169],"media":[11],"makes":[12],"it":[13],"easier":[14],"for":[15,38,174],"rumors":[16],"emerge":[18],"spread,":[20],"thereby":[21],"causing":[22],"more":[23,132],"severe":[24],"societal":[25],"impacts.":[26],"Therefore,":[27],"identifying":[28],"potential":[29],"user":[30,54,78,92,98,116],"connections":[31],"within":[32],"rumor-related":[33,87],"topics":[34],"holds":[35],"critical":[36],"significance":[37],"public":[39,186],"opinion":[40],"monitoring":[41],"stability.":[44],"Firstly,":[45],"according":[46],"richness":[49],"multi-level":[51],"characteristics,":[55],"interests":[57],"preferences":[59],"attributes":[62,123],"users":[64],"are":[65,182],"comprehensively":[66],"analyzed,":[67],"so":[68],"as":[69],"realize":[71],"multi-dimensional":[73],"in-depth":[75],"representation":[76,134],"characteristics.":[79],"Secondly,":[80],"better":[82],"capture":[83,162],"complexity":[85,147],"interactions,":[89],"a":[90,106,131,168],"rumor":[91,113,126,140,175,216],"interaction":[93,99,117,127,164],"node2vec":[94],"method":[95,104,173],"that":[96,111,191],"leverages":[97],"behavior":[100],"is":[101,158,177],"proposed.":[102,178],"The":[103,188],"uses":[105],"biased":[107],"random":[108],"walk":[109],"strategy":[110],"combines":[112],"influence":[114],"evolution.":[118],"It":[119],"effectively":[120,161],"captures":[121],"key":[122],"space,":[128],"leading":[129],"precise":[133],"network":[137,157,170],"structure":[138],"in":[139,143,209],"propagation.":[141,217],"Finally,":[142],"view":[144],"relationship":[150],"between":[151,165,204],"different":[152],"nodes,":[153,166],"graph":[155],"attention":[156],"used":[159],"link":[171,194],"prediction":[172,195],"propagation":[176],"Experiments":[179],"analyses":[181],"conducted":[183],"on":[184],"multiple":[185],"datasets.":[187],"results":[189],"demonstrate":[190],"proposed":[193],"model":[196],"can":[197],"accurately":[198],"predict":[199],"whether":[200],"links":[201],"will":[202],"form":[203],"users,":[205],"showing":[206],"significant":[207],"advantages":[208],"specific":[211],"complex":[213],"scenario":[214]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-02-24T00:00:00"}