{"id":"https://openalex.org/W4387878625","doi":"https://doi.org/10.3233/faia230686","title":"Respect for Autonomy in the Machine Learning Pipeline","display_name":"Respect for Autonomy in the Machine Learning Pipeline","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387878625","doi":"https://doi.org/10.3233/faia230686"},"language":"en","primary_location":{"id":"doi:10.3233/faia230686","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230686","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230686","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/FAIA230686","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068182101","display_name":"Paula Sub\u00edas-Beltr\u00e1n","orcid":"https://orcid.org/0000-0003-1167-1259"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]},{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Paula Sub\u00edas-Beltr\u00e1n","raw_affiliation_strings":["Bioethics and Law Observatory \u2013 UNESCO Chair in Bioethics, Universitat de Barcelona, Barcelona, Spain","Eurecat, Centre Tecnol\u00f2gic de Catalunya, Barcelona, Spain","Bioethics and Law Observatory -UNESCO Chair in Bioethics, Universitat de Barcelona, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1167-1259","affiliations":[{"raw_affiliation_string":"Bioethics and Law Observatory \u2013 UNESCO Chair in Bioethics, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I4210087295"]},{"raw_affiliation_string":"Bioethics and Law Observatory -UNESCO Chair in Bioethics, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007048244","display_name":"Oriol Pujol","orcid":"https://orcid.org/0000-0001-7573-009X"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oriol Pujol","raw_affiliation_strings":["Dept. de Matem\u00e0tiques i Inform\u00e0tica, Universitat de Barcelona, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0001-7573-009X","affiliations":[{"raw_affiliation_string":"Dept. de Matem\u00e0tiques i Inform\u00e0tica, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004874521","display_name":"Itziar de Lecuona","orcid":"https://orcid.org/0000-0002-5081-5756"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Itziar De Lecuona","raw_affiliation_strings":["Bioethics and Law Observatory \u2013 UNESCO Chair in Bioethics, Universitat de Barcelona, Barcelona, Spain","Dept. of Medicine, Universitat de Barcelona, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-5081-5756","affiliations":[{"raw_affiliation_string":"Bioethics and Law Observatory \u2013 UNESCO Chair in Bioethics, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Dept. of Medicine, Universitat de Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059298607","display_name":"Vicent Ribas","orcid":"https://orcid.org/0000-0002-7266-6106"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicent Ribas Ripoll","raw_affiliation_strings":["Eurecat, Centre Tecnol\u00f2gic de Catalunya, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7266-6106","affiliations":[{"raw_affiliation_string":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I4210087295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068182101"],"corresponding_institution_ids":["https://openalex.org/I4210087295","https://openalex.org/I71999127"],"apc_list":null,"apc_paid":null,"fwci":1.852,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8801444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/autonomy","display_name":"Autonomy","score":0.8696302175521851},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7869011163711548},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.726691484451294},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.504149317741394},{"id":"https://openalex.org/keywords/human-rights","display_name":"Human rights","score":0.49353253841400146},{"id":"https://openalex.org/keywords/law-and-economics","display_name":"Law and economics","score":0.4901014268398285},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.4769791066646576},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.43710771203041077},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3615518808364868},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.32647252082824707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28059059381484985},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.2597286105155945},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.20740202069282532},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19151541590690613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1510361135005951}],"concepts":[{"id":"https://openalex.org/C65414064","wikidata":"https://www.wikidata.org/wiki/Q484105","display_name":"Autonomy","level":2,"score":0.8696302175521851},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7869011163711548},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.726691484451294},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.504149317741394},{"id":"https://openalex.org/C169437150","wikidata":"https://www.wikidata.org/wiki/Q8458","display_name":"Human rights","level":2,"score":0.49353253841400146},{"id":"https://openalex.org/C190253527","wikidata":"https://www.wikidata.org/wiki/Q295354","display_name":"Law and economics","level":1,"score":0.4901014268398285},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.4769791066646576},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43710771203041077},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3615518808364868},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.32647252082824707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28059059381484985},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2597286105155945},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.20740202069282532},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19151541590690613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1510361135005951}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230686","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230686","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230686","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"}],"best_oa_location":{"id":"doi:10.3233/faia230686","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230686","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230686","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":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G1643949827","display_name":null,"funder_award_id":"AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G1746334752","display_name":null,"funder_award_id":"PID2019-105093GB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2713276326","display_name":null,"funder_award_id":"by MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3219925899","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"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/G5080475149","display_name":null,"funder_award_id":"10.13039","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"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8684520763","display_name":null,"funder_award_id":"PID2019","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387878625.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W33891176","https://openalex.org/W139551720","https://openalex.org/W202799293","https://openalex.org/W1562239696","https://openalex.org/W1652032257","https://openalex.org/W1966693455","https://openalex.org/W2052729098","https://openalex.org/W2070762903","https://openalex.org/W2087710120","https://openalex.org/W2118377301","https://openalex.org/W2144846366","https://openalex.org/W2795807997","https://openalex.org/W2982103734","https://openalex.org/W2996535895","https://openalex.org/W3005598371","https://openalex.org/W3011865677","https://openalex.org/W3101298150","https://openalex.org/W3208834934","https://openalex.org/W3215160418","https://openalex.org/W4235474878","https://openalex.org/W4287867449","https://openalex.org/W4312236423"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2494121465","https://openalex.org/W4377233172","https://openalex.org/W1854749775","https://openalex.org/W2906160980","https://openalex.org/W3199802296","https://openalex.org/W3042001456","https://openalex.org/W3135623312","https://openalex.org/W2380146918","https://openalex.org/W2069987855"],"abstract_inverted_index":{"The":[0,101,125],"machine":[1],"learning":[2],"(ML)":[3],"community":[4,25],"recognizes":[5],"the":[6,24,44,86,94,116,136],"potential":[7],"impact":[8],"of":[9,46,80,88,119,127,138],"ML":[10,39,95],"systems":[11],"on":[12,30],"human":[13,53],"rights,":[14,54],"especially":[15],"regarding":[16],"privacy":[17],"and":[18,33,37,69,90,110],"discrimination.":[19],"To":[20],"address":[21],"these":[22,42],"concerns,":[23],"has":[26,55],"conducted":[27],"various":[28],"studies":[29],"fairness,":[31],"accountability,":[32],"transparency":[34],"in":[35,77,93],"developing":[36],"deploying":[38],"systems.":[40],"Despite":[41],"efforts,":[43],"importance":[45],"autonomy,":[47],"a":[48,78,98,107],"fundamental":[49],"principle":[50,87],"underlying":[51],"many":[52],"often":[56],"been":[57],"overlooked.":[58],"This":[59,83],"oversight":[60],"is":[61],"concerning":[62],"as":[63],"it":[64],"could":[65],"jeopardize":[66],"individuals\u2019":[67],"decision-making":[68],"exercise":[70],"effective":[71,129],"control":[72],"over":[73],"their":[74,81],"lives,":[75],"resulting":[76],"violation":[79],"rights.":[82],"article":[84],"examines":[85],"autonomy":[89,105,133],"its":[91],"significance":[92],"pipeline":[96],"from":[97],"transdisciplinary":[99],"perspective.":[100],"authors":[102],"argue":[103],"that":[104],"remains":[106],"theoretical":[108],"concept":[109],"does":[111],"not":[112],"translate":[113],"well":[114],"into":[115],"real":[117],"use":[118],"ML,":[120],"leading":[121],"to":[122,131,135],"contradictory":[123],"outcomes.":[124],"absence":[126],"an":[128],"approach":[130],"integrating":[132],"leads":[134],"persistence":[137],"disparities.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
