{"id":"https://openalex.org/W4400106521","doi":"https://doi.org/10.1145/3631700.3664912","title":"The Need for User-centred Assessment of AI Fairness and Correctness","display_name":"The Need for User-centred Assessment of AI Fairness and Correctness","publication_year":2024,"publication_date":"2024-06-27","ids":{"openalex":"https://openalex.org/W4400106521","doi":"https://doi.org/10.1145/3631700.3664912"},"language":"en","primary_location":{"id":"doi:10.1145/3631700.3664912","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3664912","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3631700.3664912","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014846205","display_name":"Simone Stumpf","orcid":"https://orcid.org/0000-0001-6482-1973"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Simone Stumpf","raw_affiliation_strings":["School of Computing Science, University of Glasgow, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010924821","display_name":"Evdoxia Taka","orcid":"https://orcid.org/0000-0001-7011-3367"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Evdoxia Taka","raw_affiliation_strings":["School of Computing Science, University of Glasgow, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073584416","display_name":"Yuri Nakao","orcid":"https://orcid.org/0000-0002-6813-9952"},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuri Nakao","raw_affiliation_strings":["Fujitsu Ltd., Japan"],"affiliations":[{"raw_affiliation_string":"Fujitsu Ltd., Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101963969","display_name":"Lin Luo","orcid":"https://orcid.org/0000-0002-0310-3158"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lin Luo","raw_affiliation_strings":["School of Computing Science, University of Glasgow, United Kingdom"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, University of Glasgow, United Kingdom","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071144782","display_name":"Ryosuke Sonoda","orcid":"https://orcid.org/0009-0005-7861-9780"},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryosuke Sonoda","raw_affiliation_strings":["Fujitsu Ltd., Japan"],"affiliations":[{"raw_affiliation_string":"Fujitsu Ltd., Japan","institution_ids":["https://openalex.org/I2252096349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076837149","display_name":"Takuya Yokota","orcid":"https://orcid.org/0009-0000-0470-5313"},"institutions":[{"id":"https://openalex.org/I2252096349","display_name":"Fujitsu (Japan)","ror":"https://ror.org/038e2g226","country_code":"JP","type":"company","lineage":["https://openalex.org/I2252096349"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takuya Yokota","raw_affiliation_strings":["Fujitsu Ltd., Japan"],"affiliations":[{"raw_affiliation_string":"Fujitsu Ltd., Japan","institution_ids":["https://openalex.org/I2252096349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014846205"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":null,"apc_paid":null,"fwci":1.099,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80925604,"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":"523","last_page":"527"},"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":0.9994000196456909,"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":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11953","display_name":"Neuroethics, Human Enhancement, Biomedical Innovations","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14401","display_name":"Technology, Environment, Urban Planning","score":0.939300000667572,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.8877028226852417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7447877526283264},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3206195831298828},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20844849944114685}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8877028226852417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7447877526283264},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3206195831298828},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20844849944114685}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3631700.3664912","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3664912","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:334606","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.gla.ac.uk/334606/1/334606.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"doi:10.1145/3631700.3664912","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631700.3664912","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2053075547","https://openalex.org/W2522882154","https://openalex.org/W2809878087","https://openalex.org/W2914202940","https://openalex.org/W2956281901","https://openalex.org/W2969670093","https://openalex.org/W2974817986","https://openalex.org/W3006437051","https://openalex.org/W3008720111","https://openalex.org/W3013160799","https://openalex.org/W3014972121","https://openalex.org/W3031923829","https://openalex.org/W3032243264","https://openalex.org/W3126632784","https://openalex.org/W3135019878","https://openalex.org/W3163696583","https://openalex.org/W3181414820","https://openalex.org/W4229082339","https://openalex.org/W4280554323","https://openalex.org/W4284666387","https://openalex.org/W4288032566","https://openalex.org/W4288359825","https://openalex.org/W4296978576","https://openalex.org/W4387959189","https://openalex.org/W4392849749","https://openalex.org/W4393970548","https://openalex.org/W4396815676"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W4241418540","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W1508895727"],"abstract_inverted_index":{"AI":[0,31],"needs":[1],"to":[2,8,54,58],"be":[3],"fair":[4],"and":[5,51],"robust,":[6],"especially":[7],"meet":[9],"demands":[10],"of":[11,41,64],"new":[12],"regulation.":[13],"Regular":[14],"assessments":[15],"are":[16],"key":[17],"but":[18],"it":[19],"is":[20],"unclear":[21],"how":[22],"we":[23],"can":[24],"involve":[25],"stakeholders":[26],"without":[27],"a":[28],"background":[29],"in":[30,32,44,61],"these":[33],"efforts.":[34],"This":[35],"position":[36],"paper":[37],"provides":[38],"an":[39],"overview":[40],"the":[42,48],"problems":[43],"this":[45],"area,":[46],"discusses":[47],"current":[49],"work":[50],"looks":[52],"ahead":[53],"future":[55],"research":[56],"needed":[57],"make":[59],"headway":[60],"user-centric":[62],"assessment":[63],"AI.":[65]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}