{"id":"https://openalex.org/W4415428677","doi":"https://doi.org/10.3233/faia250923","title":"Learning the Value Systems of Societies from Preferences","display_name":"Learning the Value Systems of Societies from Preferences","publication_year":2025,"publication_date":"2025-10-21","ids":{"openalex":"https://openalex.org/W4415428677","doi":"https://doi.org/10.3233/faia250923"},"language":"en","primary_location":{"id":"doi:10.3233/faia250923","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250923","pdf_url":null,"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://doi.org/10.3233/faia250923","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039767300","display_name":"Andr\u00e9s Holgado-S\u00e1nchez","orcid":"https://orcid.org/0000-0001-8853-1022"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Andr\u00e9s Holgado-S\u00e1nchez","raw_affiliation_strings":["CETINIA, Universidad Rey Juan Carlos, 28933 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8853-1022","affiliations":[{"raw_affiliation_string":"CETINIA, Universidad Rey Juan Carlos, 28933 Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052621336","display_name":"Holger Billhardt","orcid":"https://orcid.org/0000-0001-8298-4178"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Holger Billhardt","raw_affiliation_strings":["CETINIA, Universidad Rey Juan Carlos, 28933 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8298-4178","affiliations":[{"raw_affiliation_string":"CETINIA, Universidad Rey Juan Carlos, 28933 Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052274381","display_name":"Sascha Ossowsk\u00ed","orcid":"https://orcid.org/0000-0003-2483-9508"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sascha Ossowski","raw_affiliation_strings":["CETINIA, Universidad Rey Juan Carlos, 28933 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-2483-9508","affiliations":[{"raw_affiliation_string":"CETINIA, Universidad Rey Juan Carlos, 28933 Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015703531","display_name":"Sara Degli Esposti","orcid":"https://orcid.org/0000-0003-0616-8974"},"institutions":[{"id":"https://openalex.org/I134820265","display_name":"Consejo Superior de Investigaciones Cient\u00edficas","ror":"https://ror.org/02gfc7t72","country_code":"ES","type":"government","lineage":["https://openalex.org/I134820265"]},{"id":"https://openalex.org/I4210117526","display_name":"Unidades Centrales Cient\u00edfico-T\u00e9cnicas","ror":"https://ror.org/01wdt4y78","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2801357902","https://openalex.org/I4210117526","https://openalex.org/I4387152914"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sara Degli-Esposti","raw_affiliation_strings":["CSIC, Consejo Superior de Investigaciones Cient\u00edficas, 28006 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0003-0616-8974","affiliations":[{"raw_affiliation_string":"CSIC, Consejo Superior de Investigaciones Cient\u00edficas, 28006 Madrid, Spain","institution_ids":["https://openalex.org/I134820265","https://openalex.org/I4210117526"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039767300"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":18.2318,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99038728,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"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/T10785","display_name":"Economic Theory and Institutions","score":0.46630001068115234,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10785","display_name":"Economic Theory and Institutions","score":0.46630001068115234,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13051","display_name":"Qualitative Comparative Analysis Research","score":0.43070000410079956,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.746999979019165},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5800999999046326},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.576200008392334},{"id":"https://openalex.org/keywords/value-systems","display_name":"Value systems","score":0.5040000081062317},{"id":"https://openalex.org/keywords/social-system","display_name":"Social system","score":0.41100001335144043},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3944999873638153},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.3476000130176544}],"concepts":[{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.746999979019165},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5800999999046326},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.576200008392334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5609999895095825},{"id":"https://openalex.org/C3019094977","wikidata":"https://www.wikidata.org/wiki/Q194112","display_name":"Value systems","level":2,"score":0.5040000081062317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49079999327659607},{"id":"https://openalex.org/C179133015","wikidata":"https://www.wikidata.org/wiki/Q1639378","display_name":"Social system","level":2,"score":0.41100001335144043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.37610000371932983},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3398999869823456},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.3296999931335449},{"id":"https://openalex.org/C102912713","wikidata":"https://www.wikidata.org/wiki/Q3187415","display_name":"Value theory","level":2,"score":0.32429999113082886},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.32190001010894775},{"id":"https://openalex.org/C195711298","wikidata":"https://www.wikidata.org/wiki/Q6058737","display_name":"Intrinsic value (animal ethics)","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2678000032901764},{"id":"https://openalex.org/C92424840","wikidata":"https://www.wikidata.org/wiki/Q7912772","display_name":"Value of information","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2558000087738037},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.25189998745918274},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2506999969482422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/faia250923","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250923","pdf_url":null,"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:digital.csic.es:10261/430366","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/430366","pdf_url":null,"source":{"id":"https://openalex.org/S4306401639","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"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":null,"raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.3233/faia250923","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia250923","pdf_url":null,"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":[],"awards":[{"id":"https://openalex.org/G1622782223","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5003894964","display_name":null,"funder_award_id":"TED2021-131295B-C33","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5338730000","display_name":null,"funder_award_id":"TED2021","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G552739285","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6677760267","display_name":null,"funder_award_id":"PID2021-123673OB-C32","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6756106972","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320313831","display_name":"Comunidad de Madrid","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Aligning":[0],"AI":[1,23],"systems":[2,97,121,149],"with":[3,172],"human":[4,70],"values":[5,33,63],"and":[6,35,48,64,75,124,143],"the":[7,86,104,115,119,166],"value-based":[8,157],"preferences":[9,158],"of":[10,31,60,69,89,95,98,107,117,122,146,162],"various":[11],"stakeholders":[12],"(their":[13],"value":[14,39,51,65,87,96,109,120,141,148],"systems)":[15],"is":[16,81],"key":[17],"in":[18,168],"ethical":[19],"AI.":[20],"In":[21],"value-aware":[22],"systems,":[24],"decision-making":[25],"draws":[26],"upon":[27],"explicit":[28],"computational":[29,58],"representations":[30],"individual":[32,108],"(groundings)":[34],"their":[36],"aggregation":[37,106],"into":[38],"systems.":[40,110],"As":[41],"these":[42],"are":[43],"notoriously":[44],"difficult":[45],"to":[46,55,84,128],"elicit":[47],"calibrate":[49],"manually,":[50],"learning":[52,118],"approaches":[53],"aim":[54],"automatically":[56],"derive":[57],"models":[59],"an":[61],"agent\u2019s":[62],"system":[66,88],"from":[67,159],"demonstrations":[68],"behaviour.":[71],"Nonetheless,":[72],"social":[73],"science":[74],"humanities":[76],"literature":[77],"suggest":[78],"that":[79],"it":[80,130],"more":[82],"adequate":[83],"conceive":[85],"a":[90,93,126,144,151,160,169],"society":[91,153],"as":[92,103],"set":[94,145],"different":[99],"groups,":[100],"rather":[101],"than":[102],"simple":[105],"Accordingly,":[111],"here":[112],"we":[113],"formalize":[114],"problem":[116],"societies":[123],"propose":[125],"method":[127,137],"address":[129],"based":[131],"on":[132],"heuristic":[133],"deep":[134],"clustering.":[135],"The":[136],"learns":[138],"socially":[139],"shared":[140],"groundings":[142],"diverse":[147],"representing":[150],"given":[152],"by":[154],"observing":[155],"qualitative":[156],"sample":[161],"agents.":[163],"We":[164],"evaluate":[165],"proposal":[167],"use":[170],"case":[171],"real":[173],"data":[174],"about":[175],"travelling":[176],"decisions.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-24T00:00:00"}
