{"id":"https://openalex.org/W4389233097","doi":"https://doi.org/10.1109/tcss.2023.3331446","title":"Fake Social Media News Detection Based on Forwarding User Representation","display_name":"Fake Social Media News Detection Based on Forwarding User Representation","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389233097","doi":"https://doi.org/10.1109/tcss.2023.3331446"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2023.3331446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3331446","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Computational Social 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/A5059090912","display_name":"Zhaojie Yan","orcid":"https://orcid.org/0009-0009-8124-443X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaojie Yan","raw_affiliation_strings":["School of Computer, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0009-8124-443X","affiliations":[{"raw_affiliation_string":"School of Computer, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376875","display_name":"Yongjun Li","orcid":"https://orcid.org/0000-0002-3184-6805"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjun Li","raw_affiliation_strings":["School of Computer, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-3184-6805","affiliations":[{"raw_affiliation_string":"School of Computer, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101811726","display_name":"Lirong Huang","orcid":"https://orcid.org/0009-0003-5804-1956"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lirong Huang","raw_affiliation_strings":["School of Computer, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0003-5804-1956","affiliations":[{"raw_affiliation_string":"School of Computer, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049152725","display_name":"Wenli Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I110440473","display_name":"Xi'an University of Science and Technology","ror":"https://ror.org/046fkpt18","country_code":"CN","type":"education","lineage":["https://openalex.org/I110440473"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenli Ji","raw_affiliation_strings":["School of Communication Engineering, Xi&#x2019;an University of Science and Technology, Xi&#x2019;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-9914-7886","affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Xi&#x2019;an University of Science and Technology, Xi&#x2019;an, Shaanxi, China","institution_ids":["https://openalex.org/I110440473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5059090912"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.5632,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77512237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"11","issue":"3","first_page":"3432","last_page":"3443"},"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":0.9581000208854675,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9513999819755554,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.7883598804473877},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.640261173248291},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5287083387374878},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5138495564460754},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4645196199417114},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4318719804286957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41328543424606323},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38701820373535156},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.374444842338562},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2816934585571289},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1609572470188141}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7883598804473877},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.640261173248291},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5287083387374878},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5138495564460754},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4645196199417114},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4318719804286957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41328543424606323},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38701820373535156},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.374444842338562},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2816934585571289},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1609572470188141},{"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2023.3331446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2023.3331446","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Computational Social 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":56,"referenced_works":["https://openalex.org/W1546111015","https://openalex.org/W1638051351","https://openalex.org/W1832693441","https://openalex.org/W1924770834","https://openalex.org/W1975594555","https://openalex.org/W1994180792","https://openalex.org/W1995358441","https://openalex.org/W2051405935","https://openalex.org/W2084591134","https://openalex.org/W2095705004","https://openalex.org/W2424495361","https://openalex.org/W2470673105","https://openalex.org/W2531862055","https://openalex.org/W2577716227","https://openalex.org/W2593408211","https://openalex.org/W2742144412","https://openalex.org/W2742330194","https://openalex.org/W2763572884","https://openalex.org/W2783564496","https://openalex.org/W2788235048","https://openalex.org/W2808228212","https://openalex.org/W2810026022","https://openalex.org/W2897757923","https://openalex.org/W2906971970","https://openalex.org/W2918767572","https://openalex.org/W2924545743","https://openalex.org/W2951307134","https://openalex.org/W2963523292","https://openalex.org/W2963952861","https://openalex.org/W2964243798","https://openalex.org/W2964331270","https://openalex.org/W2984129085","https://openalex.org/W3000155280","https://openalex.org/W3017402509","https://openalex.org/W3022435406","https://openalex.org/W3023367181","https://openalex.org/W3070920170","https://openalex.org/W3083982479","https://openalex.org/W3093115118","https://openalex.org/W3098829544","https://openalex.org/W3103442714","https://openalex.org/W3152907744","https://openalex.org/W3153567752","https://openalex.org/W3176713826","https://openalex.org/W4200505595","https://openalex.org/W4293926355","https://openalex.org/W4297782361","https://openalex.org/W4300952844","https://openalex.org/W4309185049","https://openalex.org/W6616837769","https://openalex.org/W6640212811","https://openalex.org/W6674330103","https://openalex.org/W6732431570","https://openalex.org/W6736914268","https://openalex.org/W6758183469","https://openalex.org/W6759622527"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2081900870","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2951819827","https://openalex.org/W2849310602","https://openalex.org/W2419146053","https://openalex.org/W2088247287","https://openalex.org/W3006008237"],"abstract_inverted_index":{"Recently,":[0],"the":[1,12,15,47,85,107,113,122,130,134,146,151],"proliferation":[2],"of":[3,25,49,91,124,153],"fake":[4,16,44,64,74],"news":[5,17,37,50,65,75,147],"has":[6,19],"imposed":[7],"a":[8,72,140],"dramatic":[9],"impact":[10],"on":[11,79,159],"public,":[13],"so":[14],"detection":[18,76],"been":[20],"attracting":[21],"increasing":[22],"attention.":[23],"Most":[24],"existing":[26],"methods":[27],"employ":[28],"traditional":[29],"classification":[30],"models":[31],"or":[32],"neural":[33,142],"networks":[34],"that":[35,166],"consider":[36],"content,":[38],"comments,":[39],"and":[40,55,87,110,171],"context":[41],"to":[42,60,105,128,144],"detect":[43],"news.":[45],"However,":[46],"characteristics":[48],"vary":[51],"by":[52],"type,":[53],"topic,":[54],"context,":[56],"which":[57],"are":[58,137],"difficult":[59],"uniformly":[61],"represent":[62],"for":[63,117],"detection.":[66],"In":[67],"this":[68],"article,":[69],"we":[70,100,120,156],"propose":[71],"novel":[73],"model":[77,95],"based":[78],"retweeting":[80,92,103,108,126],"user":[81,114],"embedding":[82],"using":[83],"only":[84],"stable":[86],"easily":[88],"accessible":[89],"information":[90],"users.":[93],"Our":[94],"includes":[96],"three":[97],"components.":[98],"First,":[99],"use":[101],"all":[102],"users":[104,127],"construct":[106],"graph":[109],"then":[111],"learn":[112,129],"representation.":[115,132],"Second,":[116],"each":[118],"tweet,":[119],"aggregate":[121],"representations":[123,136],"its":[125],"tweet":[131,135],"Finally,":[133],"fed":[138],"into":[139],"feedforward":[141],"network":[143],"train":[145],"classifier.":[148],"To":[149],"demonstrate":[150],"effectiveness":[152],"our":[154,167],"method,":[155],"conduct":[157],"experiments":[158],"two":[160],"public":[161],"datasets.":[162],"The":[163],"results":[164,174],"show":[165],"classifier":[168],"performs":[169],"well":[170],"achieves":[172],"better":[173],"than":[175],"other":[176],"state-of-the-art":[177],"methods.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
