{"id":"https://openalex.org/W4285296141","doi":"https://doi.org/10.1109/tnse.2022.3181130","title":"Effect of Disinformation Propagation on Opinion Dynamics: A Game Theoretic Approach","display_name":"Effect of Disinformation Propagation on Opinion Dynamics: A Game Theoretic Approach","publication_year":2022,"publication_date":"2022-06-14","ids":{"openalex":"https://openalex.org/W4285296141","doi":"https://doi.org/10.1109/tnse.2022.3181130"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2022.3181130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2022.3181130","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vtechworks.lib.vt.edu/bitstreams/8e31db93-143c-4158-968a-048bbbe33d8d/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100329580","display_name":"Zhen Guo","orcid":"https://orcid.org/0000-0002-6563-5934"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhen Guo","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, National Capital Region Campus, Falls Church, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6563-5934","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, National Capital Region Campus, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064225965","display_name":"Jaber Valinejad","orcid":"https://orcid.org/0000-0003-3619-1606"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaber Valinejad","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, National Capital Region Campus, Falls Church, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, National Capital Region Campus, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011649304","display_name":"Jin-Hee Cho","orcid":"https://orcid.org/0000-0002-5908-4662"},"institutions":[{"id":"https://openalex.org/I859038795","display_name":"Virginia Tech","ror":"https://ror.org/02smfhw86","country_code":"US","type":"education","lineage":["https://openalex.org/I859038795"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin-Hee Cho","raw_affiliation_strings":["Department of Computer Science, Virginia Tech, National Capital Region Campus, Falls Church, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5908-4662","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Virginia Tech, National Capital Region Campus, Falls Church, VA, USA","institution_ids":["https://openalex.org/I859038795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I859038795"],"apc_list":null,"apc_paid":null,"fwci":3.7828,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94287394,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"9","issue":"5","first_page":"3775","last_page":"3790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9998000264167786,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9976000189781189,"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":0.9966999888420105,"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/disinformation","display_name":"Disinformation","score":0.9283429384231567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7235456705093384},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.525413990020752},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.5225845575332642},{"id":"https://openalex.org/keywords/herding","display_name":"Herding","score":0.4743196666240692},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3643127679824829},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.34175413846969604},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15754348039627075},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10151997208595276},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.08529236912727356}],"concepts":[{"id":"https://openalex.org/C2776552730","wikidata":"https://www.wikidata.org/wiki/Q189656","display_name":"Disinformation","level":3,"score":0.9283429384231567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7235456705093384},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.525413990020752},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.5225845575332642},{"id":"https://openalex.org/C177605951","wikidata":"https://www.wikidata.org/wiki/Q1484503","display_name":"Herding","level":2,"score":0.4743196666240692},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3643127679824829},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.34175413846969604},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15754348039627075},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10151997208595276},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.08529236912727356},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnse.2022.3181130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2022.3181130","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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 Network Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/115047","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/115047","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/8e31db93-143c-4158-968a-048bbbe33d8d/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article - Refereed"}],"best_oa_location":{"id":"pmh:oai:vtechworks.lib.vt.edu:10919/115047","is_oa":true,"landing_page_url":"http://hdl.handle.net/10919/115047","pdf_url":"https://vtechworks.lib.vt.edu/bitstreams/8e31db93-143c-4158-968a-048bbbe33d8d/download","source":{"id":"https://openalex.org/S4306400248","display_name":"VTechWorks (Virginia Tech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I859038795","host_organization_name":"Virginia Tech","host_organization_lineage":["https://openalex.org/I859038795"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article - Refereed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285296141.pdf","grobid_xml":"https://content.openalex.org/works/W4285296141.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W134015154","https://openalex.org/W1233141674","https://openalex.org/W1849719402","https://openalex.org/W1931400479","https://openalex.org/W1953794278","https://openalex.org/W1971937094","https://openalex.org/W1982818968","https://openalex.org/W1985030441","https://openalex.org/W1998789259","https://openalex.org/W2023167071","https://openalex.org/W2024845611","https://openalex.org/W2027791088","https://openalex.org/W2031663812","https://openalex.org/W2047940964","https://openalex.org/W2060364385","https://openalex.org/W2070882506","https://openalex.org/W2072987943","https://openalex.org/W2076367080","https://openalex.org/W2080450835","https://openalex.org/W2086626921","https://openalex.org/W2106126633","https://openalex.org/W2121167247","https://openalex.org/W2127048411","https://openalex.org/W2133131640","https://openalex.org/W2133970756","https://openalex.org/W2144627329","https://openalex.org/W2146006411","https://openalex.org/W2161455936","https://openalex.org/W2163898372","https://openalex.org/W2178519838","https://openalex.org/W2232384272","https://openalex.org/W2525423462","https://openalex.org/W2535105469","https://openalex.org/W2584861458","https://openalex.org/W2588606342","https://openalex.org/W2746400042","https://openalex.org/W2792053130","https://openalex.org/W2792378751","https://openalex.org/W2797202416","https://openalex.org/W2804441437","https://openalex.org/W2811513716","https://openalex.org/W2899708032","https://openalex.org/W2902106847","https://openalex.org/W2912550739","https://openalex.org/W2919988685","https://openalex.org/W2947241481","https://openalex.org/W2952477082","https://openalex.org/W2955246245","https://openalex.org/W2963877803","https://openalex.org/W3044997939","https://openalex.org/W3084641931","https://openalex.org/W3093950217","https://openalex.org/W3100810796","https://openalex.org/W3102641634","https://openalex.org/W3118788986","https://openalex.org/W3123157526","https://openalex.org/W3123506665","https://openalex.org/W3123539279","https://openalex.org/W3190734472","https://openalex.org/W4210469093","https://openalex.org/W4225271831","https://openalex.org/W4238452917","https://openalex.org/W4292921873","https://openalex.org/W6637520922","https://openalex.org/W6998858997"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3043508177","https://openalex.org/W4382752644","https://openalex.org/W4309170162","https://openalex.org/W3049488969","https://openalex.org/W4380353675","https://openalex.org/W2043544044","https://openalex.org/W3209170404","https://openalex.org/W2067549128","https://openalex.org/W4388052379"],"abstract_inverted_index":{"Disinformation":[0],"can":[1,35,92,127],"alter":[2],"or":[3,21,78],"manipulate":[4],"our":[5],"values,":[6],"opinions,":[7],"and":[8,26,104,168],"rational":[9],"decisions":[10],"toward":[11],"any":[12],"life":[13],"event":[14],"because":[15],"disinformation,":[16],"such":[17,72],"as":[18,73],"fake":[19],"news":[20],"rumors,":[22],"is":[23],"propagated":[24],"rapidly":[25],"broadly":[27],"in":[28],"online":[29],"social":[30,43],"networks":[31],"(OSNs).":[32],"Game-theoretic":[33],"models":[34,147],"help":[36],"people":[37],"maximize":[38],"the":[39,105,111,132,139,142,161,175],"benefits":[40],"from":[41,185],"dynamic":[42],"interactions.":[44],"This":[45],"work":[46],"presents":[47],"an":[48,121],"opinion":[49,90,101,145],"framework":[50],"formulated":[51],"by":[52,151],"repeated,":[53],"incomplete":[54],"information":[55,124],"games":[56],"that":[57],"model":[58,87,96],"OSN":[59,154],"users\u2019":[60,100],"subjective":[61],"opinions.":[62],"The":[63],"users":[64],"may":[65],"update":[66,102,146],"their":[67,158,166,194],"opinions":[68],"using":[69],"various":[70],"criteria,":[71],"uncertainty,":[74,91],"homophily,":[75],"encounter,":[76],"herding,":[77],"assertion.":[79],"We":[80,137,156,171],"demonstrate":[81],"how":[82,120,174],"Subjective":[83],"Logic,":[84],"a":[85],"belief":[86],"explicitly":[88],"handling":[89],"be":[93],"employed":[94],"to":[95],"attackers\u2019":[97],"deception":[98],"strategies,":[99,165],"models,":[103],"influences":[106],"of":[107,134,141,163,178],"propagating":[108],"disinformation":[109,135],"through":[110],"interactions":[112],"between":[113],"users.":[114],"Through":[115],"extensive":[116],"experiments,":[117],"we":[118],"investigated":[119],"individual":[122],"user's":[123],"processing":[125],"type":[126],"introduce":[128],"different":[129,144,184],"impacts":[130],"on":[131,160,190],"extent":[133],"propagation.":[136],"compared":[138],"performance":[140],"five":[143],"under":[148,181],"OSNs":[149],"characterized":[150],"two":[152],"real":[153],"datasets.":[155],"analyzed":[157],"impact":[159],"choices":[162,177],"best":[164,179],"utilities,":[167],"network/opinion":[169],"polarization.":[170],"also":[172],"examined":[173],"player's":[176],"strategies":[180,188],"uncertainty":[182],"are":[183],"Nash":[186],"Equilibrium":[187],"based":[189],"correct":[191],"beliefs":[192],"towards":[193],"opponents\u2019":[195],"moves.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
