{"id":"https://openalex.org/W4416010705","doi":"https://doi.org/10.1109/tcyb.2025.3625166","title":"A Novel Agent-Based Approach for Dynamic Emotion Modeling in Social Networks","display_name":"A Novel Agent-Based Approach for Dynamic Emotion Modeling in Social Networks","publication_year":2025,"publication_date":"2025-11-07","ids":{"openalex":"https://openalex.org/W4416010705","doi":"https://doi.org/10.1109/tcyb.2025.3625166","pmid":"https://pubmed.ncbi.nlm.nih.gov/41201928"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2025.3625166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2025.3625166","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5039590256","display_name":"Xiao-Kun Wu","orcid":"https://orcid.org/0000-0003-3843-0164"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokun Wu","raw_affiliation_strings":["School of Journalism and Communication, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3843-0164","affiliations":[{"raw_affiliation_string":"School of Journalism and Communication, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081312461","display_name":"Limeng Lu","orcid":"https://orcid.org/0000-0003-0539-4435"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Limeng Lu","raw_affiliation_strings":["School of Journalism and Communication, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0539-4435","affiliations":[{"raw_affiliation_string":"School of Journalism and Communication, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013936778","display_name":"Mariagrazia Dotoli","orcid":"https://orcid.org/0000-0003-1459-3452"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mariagrazia Dotoli","raw_affiliation_strings":["Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1459-3452","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023424929","display_name":"Giancarlo Fortino","orcid":"https://orcid.org/0000-0002-4039-891X"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giancarlo Fortino","raw_affiliation_strings":["Department of Informatics, Modeling, Electronics, and Systems, University of Calabria, Arcavacata, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4039-891X","affiliations":[{"raw_affiliation_string":"Department of Informatics, Modeling, Electronics, and Systems, University of Calabria, Arcavacata, Italy","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100337209","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-0960-4447"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Chen","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0960-4447","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6461,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90836017,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"56","issue":"3","first_page":"1365","last_page":"1378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.29030001163482666,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.29030001163482666,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.18080000579357147,"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/T13283","display_name":"Mental Health Research Topics","score":0.1500999927520752,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/emotional-contagion","display_name":"Emotional contagion","score":0.6614000201225281},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.6104999780654907},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5728999972343445},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.4797999858856201},{"id":"https://openalex.org/keywords/negative-emotion","display_name":"Negative emotion","score":0.47380000352859497},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.41339999437332153},{"id":"https://openalex.org/keywords/transition","display_name":"Transition (genetics)","score":0.36090001463890076},{"id":"https://openalex.org/keywords/emotion-detection","display_name":"Emotion detection","score":0.32710000872612}],"concepts":[{"id":"https://openalex.org/C159237981","wikidata":"https://www.wikidata.org/wiki/Q1498207","display_name":"Emotional contagion","level":2,"score":0.6614000201225281},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.6104999780654907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6064000129699707},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5728999972343445},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.4797999858856201},{"id":"https://openalex.org/C3020014160","wikidata":"https://www.wikidata.org/wiki/Q6987190","display_name":"Negative emotion","level":2,"score":0.47380000352859497},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4535999894142151},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.41339999437332153},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4065999984741211},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3630000054836273},{"id":"https://openalex.org/C194232998","wikidata":"https://www.wikidata.org/wiki/Q1606712","display_name":"Transition (genetics)","level":3,"score":0.36090001463890076},{"id":"https://openalex.org/C2988148770","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion detection","level":3,"score":0.32710000872612},{"id":"https://openalex.org/C117409633","wikidata":"https://www.wikidata.org/wiki/Q5373756","display_name":"Emotion work","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C2778143943","wikidata":"https://www.wikidata.org/wiki/Q523747","display_name":"Expressed emotion","level":2,"score":0.3068000078201294},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.29010000824928284},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.2687999904155731},{"id":"https://openalex.org/C3018888245","wikidata":"https://www.wikidata.org/wiki/Q9415","display_name":"Emotional behavior","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.2639999985694885},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C126863065","wikidata":"https://www.wikidata.org/wiki/Q231903","display_name":"Two-factor theory of emotion","level":4,"score":0.2529999911785126},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2524999976158142}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003491","descriptor_name":"Cybernetics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D003491","descriptor_name":"Cybernetics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060756","descriptor_name":"Social Networking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060756","descriptor_name":"Social Networking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2025.3625166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2025.3625166","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:41201928","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41201928","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1966797434","https://openalex.org/W1981127677","https://openalex.org/W1983931647","https://openalex.org/W2003393830","https://openalex.org/W2008620264","https://openalex.org/W2008847567","https://openalex.org/W2106692528","https://openalex.org/W2792682186","https://openalex.org/W2895786758","https://openalex.org/W3007551217","https://openalex.org/W3011570378","https://openalex.org/W3024507639","https://openalex.org/W3047348802","https://openalex.org/W3091577155","https://openalex.org/W3099091124","https://openalex.org/W3108763790","https://openalex.org/W3109587772","https://openalex.org/W3132265229","https://openalex.org/W3133516872","https://openalex.org/W3185706420","https://openalex.org/W3199919711","https://openalex.org/W4200099323","https://openalex.org/W4200544224","https://openalex.org/W4213445806","https://openalex.org/W4235571646","https://openalex.org/W4247286306","https://openalex.org/W4250486352","https://openalex.org/W4280535598","https://openalex.org/W4285591194","https://openalex.org/W4286593296","https://openalex.org/W4308712370","https://openalex.org/W4365451332","https://openalex.org/W4381280610","https://openalex.org/W4387230712","https://openalex.org/W4387440718","https://openalex.org/W4389488002","https://openalex.org/W4390579324","https://openalex.org/W4392359435","https://openalex.org/W4392902541","https://openalex.org/W4396220739","https://openalex.org/W4401050833","https://openalex.org/W4409854659"],"related_works":[],"abstract_inverted_index":{"In":[0],"a":[1,71,111,116],"socially":[2],"tense":[3],"environment":[4],"with":[5,78,93,119],"rising":[6],"emotional":[7,63,108,131],"pressure,":[8],"understanding":[9],"the":[10,139,168],"spread":[11,114,159],"patterns":[12],"of":[13,50],"group":[14,156],"emotions-particularly":[15],"negative":[16,157],"emotions-is":[17],"crucial":[18],"for":[19],"identifying":[20],"social":[21],"risks.":[22],"Extensive":[23],"research":[24],"has":[25],"explored":[26],"emotion":[27,76,82,99,113,142,158,165],"contagion,":[28],"often":[29],"using":[30],"propagation":[31,79],"models":[32],"where":[33,101],"node":[34,58,124],"state":[35],"transitions":[36],"rely":[37],"on":[38,130,146],"preset":[39],"probabilities.":[40],"However,":[41],"these":[42],"methods":[43],"introduce":[44],"randomness,":[45],"making":[46],"them":[47],"less":[48],"reflective":[49],"real-world":[51,147],"dynamics":[52],"by":[53,97],"failing":[54],"to":[55,106,137],"capture":[56],"individual":[57,86,164],"behaviors":[59],"and":[60,104,148,160],"interactions":[61],"in":[62],"networks.":[64],"To":[65],"address":[66],"this,":[67],"our":[68],"study":[69],"introduces":[70],"novel":[72],"approach":[73],"integrating":[74],"text-based":[75],"recognition":[77],"models,":[80],"reconstructing":[81],"contagion":[83],"at":[84],"an":[85],"level.":[87],"This":[88],"model":[89,143],"enhances":[90],"traditional":[91],"nodes":[92,128],"multihop":[94],"agents":[95,102],"driven":[96],"text":[98],"analysis,":[100],"record":[103],"respond":[105],"neighbors'":[107],"states.":[109],"As":[110],"result,":[112],"becomes":[115],"deterministic":[117],"process,":[118],"individualized":[120],"infection":[121],"rates":[122],"reflecting":[123],"variability.":[125],"We":[126],"categorized":[127],"based":[129],"states,":[132],"creating":[133],"corresponding":[134],"agent":[135],"types":[136],"form":[138],"dynamic":[140],"agent-based":[141],"(AEmo).":[144],"Tests":[145],"scale-free":[149],"networks":[150],"show":[151],"this":[152],"method":[153],"effectively":[154],"predicts":[155],"provides":[161],"insight":[162],"into":[163],"evolution,":[166],"validating":[167],"model's":[169],"effectiveness.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-11-07T00:00:00"}