{"id":"https://openalex.org/W4381733251","doi":"https://doi.org/10.3233/faia230100","title":"Value-Based Hybrid Intelligence","display_name":"Value-Based Hybrid Intelligence","publication_year":2023,"publication_date":"2023-06-22","ids":{"openalex":"https://openalex.org/W4381733251","doi":"https://doi.org/10.3233/faia230100"},"language":"en","primary_location":{"id":"doi:10.3233/faia230100","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230100","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230100","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/FAIA230100","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090706427","display_name":"Burcu Sayin","orcid":"https://orcid.org/0000-0001-6804-127X"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Burcu Sayin","raw_affiliation_strings":["University of Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029123550","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-0350-0313"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Delft University of Technology, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066187890","display_name":"Andrea Passerini","orcid":"https://orcid.org/0000-0002-2765-5395"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Passerini","raw_affiliation_strings":["University of Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086585292","display_name":"Fabio Casati","orcid":"https://orcid.org/0000-0001-7591-9562"},"institutions":[{"id":"https://openalex.org/I4210167039","display_name":"ServiceNow (United States)","ror":"https://ror.org/05xr0bc04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210167039"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabio Casati","raw_affiliation_strings":["Servicenow, Santa Clara, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Servicenow, Santa Clara, USA","institution_ids":["https://openalex.org/I4210167039"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090706427"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":3.0061,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9158378,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.8817999958992004,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.8817999958992004,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7478353977203369},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.7087202072143555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5634992122650146},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5419231057167053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.505408525466919},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3752979040145874},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.36818361282348633},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3551604747772217},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.3365825414657593},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33146876096725464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19224849343299866},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09642279148101807}],"concepts":[{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7478353977203369},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.7087202072143555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5634992122650146},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5419231057167053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.505408525466919},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3752979040145874},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.36818361282348633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3551604747772217},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.3365825414657593},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33146876096725464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19224849343299866},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09642279148101807},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/faia230100","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230100","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230100","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:iris.unitn.it:11572/383690","is_oa":true,"landing_page_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230100","pdf_url":null,"source":{"id":"https://openalex.org/S4377196320","display_name":"Iris (University of Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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/conferenceObject"},{"id":"pmh:oai:tudelft.nl:uuid:e8b19053-bdaf-45dd-9d4c-a45c56c87db1","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:e8b19053-bdaf-45dd-9d4c-a45c56c87db1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"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":"conference paper"}],"best_oa_location":{"id":"doi:10.3233/faia230100","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230100","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230100","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":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381733251.pdf","grobid_xml":"https://content.openalex.org/works/W4381733251.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W167016754","https://openalex.org/W571200655","https://openalex.org/W2101234009","https://openalex.org/W2525579820","https://openalex.org/W2567548505","https://openalex.org/W2583689529","https://openalex.org/W2626967530","https://openalex.org/W2773235741","https://openalex.org/W2901418095","https://openalex.org/W2963326042","https://openalex.org/W2965373594","https://openalex.org/W3159096324","https://openalex.org/W3212225970","https://openalex.org/W4226280025","https://openalex.org/W4287550564","https://openalex.org/W4297833831","https://openalex.org/W4300978593","https://openalex.org/W4306791975","https://openalex.org/W4308948828","https://openalex.org/W4385374058"],"related_works":["https://openalex.org/W1975467175","https://openalex.org/W2149537132","https://openalex.org/W1670566515","https://openalex.org/W641279757","https://openalex.org/W370975646","https://openalex.org/W596972243","https://openalex.org/W4242022592","https://openalex.org/W2018871932","https://openalex.org/W69751022","https://openalex.org/W4313230280"],"abstract_inverted_index":{"In":[0],"this":[1,41],"paper,":[2],"we":[3,8,43,47],"argue":[4],"that":[5,21,39],"the":[6,19],"way":[7],"have":[9],"been":[10],"training":[11],"and":[12,49],"evaluating":[13],"ML":[14],"models":[15],"has":[16],"largely":[17],"forgotten":[18],"fact":[20],"they":[22,32],"are":[23],"applied":[24],"in":[25],"an":[26],"organization":[27],"or":[28],"societal":[29],"context":[30],"as":[31],"provide":[33],"value":[34],"to":[35],"people.":[36],"We":[37],"show":[38],"with":[40],"perspective":[42],"fundamentally":[44],"change":[45],"how":[46],"evaluate":[48],"select":[50],"machine":[51],"learning":[52],"models.":[53]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}