{"id":"https://openalex.org/W4414360549","doi":"https://doi.org/10.24963/ijcai.2025/29","title":"Simulating Misinformation Diffusion on Social Media Through CoNVaI: A Textual- and Agent-Based Diffusion Model","display_name":"Simulating Misinformation Diffusion on Social Media Through CoNVaI: A Textual- and Agent-Based Diffusion Model","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W4414360549","doi":"https://doi.org/10.24963/ijcai.2025/29"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2025/29","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/29","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-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/A5114436694","display_name":"Raquel Rodr\u00edguez-Garc\u00eda","orcid":"https://orcid.org/0009-0000-6964-5956"},"institutions":[{"id":"https://openalex.org/I3130757197","display_name":"Distance State University","ror":"https://ror.org/0529rbt18","country_code":"CR","type":"education","lineage":["https://openalex.org/I3130757197"]}],"countries":["CR"],"is_corresponding":true,"raw_author_name":"Raquel Rodr\u00edguez-Garc\u00eda","raw_affiliation_strings":["NLP & IR Group, UNED"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NLP & IR Group, UNED","institution_ids":["https://openalex.org/I3130757197"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035845424","display_name":"Roberto Centeno","orcid":"https://orcid.org/0000-0001-9095-4665"},"institutions":[{"id":"https://openalex.org/I3130757197","display_name":"Distance State University","ror":"https://ror.org/0529rbt18","country_code":"CR","type":"education","lineage":["https://openalex.org/I3130757197"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Roberto Centeno","raw_affiliation_strings":["NLP & IR Group, UNED"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NLP & IR Group, UNED","institution_ids":["https://openalex.org/I3130757197"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010816212","display_name":"\u00c1lvaro \u00c1lvarez Rodrigo","orcid":"https://orcid.org/0000-0003-1126-7408"},"institutions":[{"id":"https://openalex.org/I3130757197","display_name":"Distance State University","ror":"https://ror.org/0529rbt18","country_code":"CR","type":"education","lineage":["https://openalex.org/I3130757197"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Rodrigo","raw_affiliation_strings":["NLP & IR Group, UNED"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NLP & IR Group, UNED","institution_ids":["https://openalex.org/I3130757197"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114436694"],"corresponding_institution_ids":["https://openalex.org/I3130757197"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18192771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9824000000953674,"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":0.9824000000953674,"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/misinformation","display_name":"Misinformation","score":0.8151999711990356},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7384999990463257},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7196000218391418},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6137999892234802},{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.5444999933242798},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5080000162124634},{"id":"https://openalex.org/keywords/social-influence","display_name":"Social influence","score":0.42399999499320984},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.3734000027179718}],"concepts":[{"id":"https://openalex.org/C2776990098","wikidata":"https://www.wikidata.org/wiki/Q13579947","display_name":"Misinformation","level":2,"score":0.8151999711990356},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7384999990463257},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7196000218391418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6449999809265137},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6137999892234802},{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.5444999933242798},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5080000162124634},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.459199994802475},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.42399999499320984},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3734000027179718},{"id":"https://openalex.org/C2780917687","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Diffusion of innovations","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C127491075","wikidata":"https://www.wikidata.org/wiki/Q7617825","display_name":"Stochastic modelling","level":2,"score":0.28870001435279846},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.26249998807907104},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.2590000033378601},{"id":"https://openalex.org/C87868495","wikidata":"https://www.wikidata.org/wiki/Q750843","display_name":"Information processing","level":2,"score":0.2572000026702881},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2025/29","is_oa":false,"landing_page_url":"https://doi.org/10.24963/ijcai.2025/29","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Misinformation":[0],"has":[1],"experienced":[2],"increased":[3],"online":[4],"diffusion,":[5],"leveraging":[6],"strategies,":[7],"such":[8,26],"as":[9,27],"emotional":[10],"manipulation,":[11],"to":[12,19,22,32,60,82,85,111],"influence":[13,125],"users'":[14],"opinions.":[15],"Efforts":[16],"are":[17,39],"underway":[18],"develop":[20],"tools":[21],"mitigate":[23],"its":[24,83,136],"effects,":[25],"misinformation":[28],"propagation":[29],"models":[30],"used":[31],"simulate":[33,86],"the":[34,53,56,61,66,87,114,117,129,132,177,180,183],"diffusion":[35,137,173],"of":[36,55,69,116,131,179],"information.":[37],"There":[38],"different":[40],"approaches":[41],"within":[42],"these":[43],"models,":[44],"although,":[45],"they":[46],"show":[47],"a":[48,102],"significant":[49],"limitation":[50],"by":[51],"disregarding":[52],"content":[54,133,146],"information":[57,71,172],"shared,":[58,119],"crucial":[59],"diffusion.":[62,187],"We":[63,97],"consider":[64],"it":[65],"central":[67],"aspect":[68],"modeling":[70],"dissemination.":[72],"To":[73,142],"this":[74,145],"end,":[75],"we":[76,107,149,165],"focus":[77],"on":[78,94,101,121,161],"Agent-Based":[79,104],"Modeling":[80],"due":[81],"suitability":[84],"complex":[88],"interactions":[89],"and":[90,109,138],"heterogeneous":[91],"behaviors":[92],"observed":[93],"social":[95,155],"media.":[96],"base":[98],"our":[99,162,168],"approach":[100,170],"state-of-the-art":[103],"Model":[105],"that":[106,124,167],"modify":[108],"extend":[110],"account":[112],"for":[113],"texts":[115],"messages":[118],"focusing":[120],"two":[122],"aspects":[123],"agents'":[126],"decisions:":[127],"i)":[128],"novelty":[130],"and;":[134],"ii)":[135],"behavior":[139],"over":[140],"time.":[141],"determine":[143],"whether":[144],"proves":[147],"informative,":[148],"conduct":[150],"an":[151],"empirical":[152],"evaluation":[153],"using":[154],"media":[156],"data":[157],"from":[158],"Twitter.":[159],"Based":[160],"experimental":[163],"results,":[164],"observe":[166],"textual-based":[169],"reflects":[171],"more":[174],"realistically":[175],"than":[176],"state":[178],"art,":[181],"reducing":[182],"error":[184],"regarding":[185],"real":[186]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
