{"id":"https://openalex.org/W4306405341","doi":"https://doi.org/10.1145/3551624.3555303","title":"Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines","display_name":"Towards Substantive Conceptions of Algorithmic Fairness: Normative Guidance from Equal Opportunity Doctrines","publication_year":2022,"publication_date":"2022-10-06","ids":{"openalex":"https://openalex.org/W4306405341","doi":"https://doi.org/10.1145/3551624.3555303"},"language":"en","primary_location":{"id":"doi:10.1145/3551624.3555303","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3551624.3555303","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3551624.3555303","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Equity and Access in Algorithms, Mechanisms, and Optimization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3551624.3555303","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038710725","display_name":"Falaah Arif Khan","orcid":"https://orcid.org/0000-0002-4678-5929"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Falaah Arif Khan","raw_affiliation_strings":["New York University, USA"],"affiliations":[{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015338585","display_name":"Eleni Manis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eleni Manis","raw_affiliation_strings":["Surveillance Technology Oversight Project, USA"],"affiliations":[{"raw_affiliation_string":"Surveillance Technology Oversight Project, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082830839","display_name":"Julia Stoyanovich","orcid":"https://orcid.org/0000-0002-1587-0450"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julia Stoyanovich","raw_affiliation_strings":["New York University, USA"],"affiliations":[{"raw_affiliation_string":"New York University, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038710725"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":3.196,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.92547506,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"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":0.9957000017166138,"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":0.9957000017166138,"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/T10718","display_name":"Political Philosophy and Ethics","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T11997","display_name":"Free Will and Agency","score":0.944100022315979,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/normative","display_name":"Normative","score":0.7072052955627441},{"id":"https://openalex.org/keywords/contest","display_name":"CONTEST","score":0.6340708136558533},{"id":"https://openalex.org/keywords/impossibility","display_name":"Impossibility","score":0.6062512397766113},{"id":"https://openalex.org/keywords/doctrine","display_name":"Doctrine","score":0.5864846706390381},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.48752233386039734},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.48206740617752075},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.4586837589740753},{"id":"https://openalex.org/keywords/law-and-economics","display_name":"Law and economics","score":0.4584594964981079},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.4532991945743561},{"id":"https://openalex.org/keywords/political-philosophy","display_name":"Political philosophy","score":0.4425103962421417},{"id":"https://openalex.org/keywords/reflective-equilibrium","display_name":"Reflective equilibrium","score":0.43266937136650085},{"id":"https://openalex.org/keywords/positive-economics","display_name":"Positive economics","score":0.3472757339477539},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.30232810974121094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2987804412841797},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.2767426371574402},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.21290677785873413},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.12372413277626038}],"concepts":[{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.7072052955627441},{"id":"https://openalex.org/C2777582232","wikidata":"https://www.wikidata.org/wiki/Q5013414","display_name":"CONTEST","level":2,"score":0.6340708136558533},{"id":"https://openalex.org/C2776261394","wikidata":"https://www.wikidata.org/wiki/Q315562","display_name":"Impossibility","level":2,"score":0.6062512397766113},{"id":"https://openalex.org/C2776211767","wikidata":"https://www.wikidata.org/wiki/Q117850","display_name":"Doctrine","level":2,"score":0.5864846706390381},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.48752233386039734},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.48206740617752075},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.4586837589740753},{"id":"https://openalex.org/C190253527","wikidata":"https://www.wikidata.org/wiki/Q295354","display_name":"Law and economics","level":1,"score":0.4584594964981079},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.4532991945743561},{"id":"https://openalex.org/C79841651","wikidata":"https://www.wikidata.org/wiki/Q179805","display_name":"Political philosophy","level":3,"score":0.4425103962421417},{"id":"https://openalex.org/C112976587","wikidata":"https://www.wikidata.org/wiki/Q900929","display_name":"Reflective equilibrium","level":2,"score":0.43266937136650085},{"id":"https://openalex.org/C118084267","wikidata":"https://www.wikidata.org/wiki/Q26110","display_name":"Positive economics","level":1,"score":0.3472757339477539},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.30232810974121094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2987804412841797},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.2767426371574402},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.21290677785873413},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.12372413277626038},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3551624.3555303","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3551624.3555303","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3551624.3555303","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Equity and Access in Algorithms, Mechanisms, and Optimization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3551624.3555303","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3551624.3555303","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3551624.3555303","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Equity and Access in Algorithms, Mechanisms, and Optimization","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.47999998927116394},{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G3257745963","display_name":null,"funder_award_id":"1934464","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5693414920","display_name":null,"funder_award_id":"1922658","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5849979952","display_name":null,"funder_award_id":"934464, 1922658, 1916505","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5997955468","display_name":null,"funder_award_id":"1916505","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4306405341.pdf","grobid_xml":"https://content.openalex.org/works/W4306405341.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1509302551","https://openalex.org/W1869455772","https://openalex.org/W2061596374","https://openalex.org/W2100960835","https://openalex.org/W2124834391","https://openalex.org/W2146422137","https://openalex.org/W2506312936","https://openalex.org/W2793708492","https://openalex.org/W2889169527","https://openalex.org/W2963934714","https://openalex.org/W2964031043","https://openalex.org/W3022629323","https://openalex.org/W3033733989","https://openalex.org/W3096290781","https://openalex.org/W3122484400","https://openalex.org/W3133802387","https://openalex.org/W3134430912","https://openalex.org/W3134473896","https://openalex.org/W3186018261","https://openalex.org/W3186751543","https://openalex.org/W4245719139","https://openalex.org/W4283167629"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2735088306","https://openalex.org/W4286740636","https://openalex.org/W2946214509","https://openalex.org/W2606108738","https://openalex.org/W2384156839","https://openalex.org/W2628063975","https://openalex.org/W2356479129","https://openalex.org/W2387346515","https://openalex.org/W2352196451"],"abstract_inverted_index":{"In":[0],"this":[1,61,97],"work":[2],"we":[3],"use":[4,60,96],"Equal":[5],"Opportunity":[6],"(EO)":[7],"doctrines":[8,43],"from":[9],"political":[10],"philosophy":[11],"to":[12,63,99],"make":[13],"explicit":[14],"the":[15,54,69,73,115],"normative":[16],"judgements":[17],"embedded":[18],"in":[19],"different":[20,76],"conceptions":[21,77,102],"of":[22,56,68,78,103,119,124,127],"algorithmic":[23,104],"fairness.":[24],"We":[25,59,95],"contrast":[26],"formal":[27],"EO":[28,42],"approaches":[29],"that":[30,44],"narrowly":[31],"focus":[32],"on":[33,114],"fair":[34,48,80,92,110,125],"contests":[35],"at":[36,46],"discrete":[37],"decision":[38,111],"points,":[39],"with":[40],"substantive":[41,101],"look":[45],"people\u2019s":[47],"life":[49,93],"chances":[50],"more":[51],"holistically":[52],"over":[53],"course":[55],"a":[57,65,79],"lifetime.":[58],"taxonomy":[62],"provide":[64],"moral":[66],"interpretation":[67],"impossibility":[70],"results":[71],"as":[72],"incompatibility":[74],"between":[75],"contest":[81],"\u2014":[82,86],"foward-facing":[83],"versus":[84],"backward-facing":[85],"when":[87],"people":[88],"do":[89],"not":[90],"have":[91],"chances.":[94],"result":[98],"motivate":[100],"fairness":[105],"and":[106,121],"outline":[107],"two":[108],"plausible":[109],"procedures":[112],"based":[113],"luck":[116],"egalitarian":[117],"doctrine":[118],"EO,":[120],"Rawls\u2019s":[122],"principle":[123],"equality":[126],"opportunity.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
