{"id":"https://openalex.org/W3207375676","doi":"https://doi.org/10.3233/faia210125","title":"Learning Cognitive-Affective Digital Twins from Social Networks","display_name":"Learning Cognitive-Affective Digital Twins from Social Networks","publication_year":2021,"publication_date":"2021-10-14","ids":{"openalex":"https://openalex.org/W3207375676","doi":"https://doi.org/10.3233/faia210125","mag":"3207375676"},"language":"en","primary_location":{"id":"doi:10.3233/faia210125","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210125","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210125","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210125","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024155480","display_name":"Andrea Navarro","orcid":null},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Andrea Navarro","raw_affiliation_strings":["Universitat Jaume I, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Jaume I, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063246198","display_name":"Rafael Berlanga","orcid":"https://orcid.org/0000-0002-9155-269X"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Berlanga","raw_affiliation_strings":["Universitat Jaume I, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Jaume I, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050549281","display_name":"Lled\u00f3 Museros","orcid":"https://orcid.org/0000-0001-5521-2666"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lled\u00f3 Museros","raw_affiliation_strings":["Universitat Jaume I, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Jaume I, Spain","institution_ids":["https://openalex.org/I10902133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I10902133"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22754491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9521999955177307,"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":0.9521999955177307,"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/T14345","display_name":"Scientific Research and Philosophical Inquiry","score":0.9420999884605408,"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/cognition","display_name":"Cognition","score":0.6755279898643494},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6354612708091736},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5389465093612671},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.4331572949886322},{"id":"https://openalex.org/keywords/cognitive-model","display_name":"Cognitive model","score":0.43313926458358765},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4049244523048401},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32518041133880615},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.16311979293823242}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.6755279898643494},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6354612708091736},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5389465093612671},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.4331572949886322},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.43313926458358765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4049244523048401},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32518041133880615},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.16311979293823242},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia210125","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210125","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210125","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:oai:repositori.uji.es:10234/198731","is_oa":true,"landing_page_url":"http://hdl.handle.net/10234/198731","pdf_url":null,"source":{"id":"https://openalex.org/S4306400303","display_name":"Repositori UJI (Universitat Jaume I)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I10902133","host_organization_name":"Universitat Jaume I","host_organization_lineage":["https://openalex.org/I10902133"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.3233/faia210125","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia210125","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA210125","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322926","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3207375676.pdf","grobid_xml":"https://content.openalex.org/works/W3207375676.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2154868463","https://openalex.org/W2526389601","https://openalex.org/W2988359971","https://openalex.org/W3118362195","https://openalex.org/W3125687497","https://openalex.org/W4297293502"],"related_works":["https://openalex.org/W2369643540","https://openalex.org/W2351016899","https://openalex.org/W4366225597","https://openalex.org/W1595924246","https://openalex.org/W2365056927","https://openalex.org/W200146743","https://openalex.org/W2109644386","https://openalex.org/W2797743679","https://openalex.org/W2132376187","https://openalex.org/W3081184471"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"ongoing":[4],"project":[5],"about":[6],"the":[7,42,48,57,81,89,92],"implementation":[8],"of":[9,47,68,91],"digital":[10],"twins":[11],"(DT)":[12],"for":[13,123],"simulating":[14],"cognitive-affective":[15],"behaviours":[16,75],"in":[17],"social":[18,34,49],"networks.":[19],"Our":[20],"approach":[21],"relies":[22],"on":[23],"a":[24],"pure":[25],"data-driven":[26],"solution,":[27],"which":[28],"takes":[29],"existing":[30,66,121],"public":[31],"data":[32],"from":[33,126],"networks":[35],"to":[36,41,65,96,102,106,109],"learn":[37],"cognitive":[38,59,103],"models":[39,60],"according":[40,64,101],"profile,":[43],"posts":[44],"and":[45,70,105,119],"interactions":[46],"network":[50],"users.":[51],"The":[52,112],"final":[53],"aim":[54],"is":[55],"that":[56,73],"learned":[58],"can":[61,76],"be":[62,77],"parameterised":[63],"classifications":[67],"traits":[69],"emotions":[71],"so":[72],"different":[74],"eventually":[78],"simulated":[79],"with":[80],"resulting":[82],"DTs.":[83],"In":[84],"this":[85],"work,":[86],"we":[87],"propose":[88],"use":[90],"Transformers":[93],"neural-network":[94],"architectures":[95],"both":[97],"interpret":[98],"incoming":[99],"messages":[100],"contexts,":[104],"generate":[107],"responses":[108],"these":[110],"messages.":[111],"first":[113],"experiments":[114],"are":[115],"aimed":[116],"at":[117],"integrating":[118],"measuring":[120],"approaches":[122],"emotion":[124],"recognition":[125],"texts.":[127]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
