{"id":"https://openalex.org/W4389115140","doi":"https://doi.org/10.48550/arxiv.2311.14688","title":"Procedural Fairness Through Decoupling Objectionable Data Generating Components","display_name":"Procedural Fairness Through Decoupling Objectionable Data Generating Components","publication_year":2023,"publication_date":"2023-11-05","ids":{"openalex":"https://openalex.org/W4389115140","doi":"https://doi.org/10.48550/arxiv.2311.14688"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2311.14688","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.14688","pdf_url":"https://arxiv.org/pdf/2311.14688","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.14688","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006403327","display_name":"Zeyu Tang","orcid":"https://orcid.org/0000-0002-4423-4728"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tang, Zeyu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100603057","display_name":"Jialu Wang","orcid":"https://orcid.org/0000-0002-1844-8685"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Jialu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101904845","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0002-5453-5604"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Yang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047533473","display_name":"Peter Spirtes","orcid":"https://orcid.org/0000-0002-1385-190X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Spirtes, Peter","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100342309","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-0738-9958"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Kun","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006403327"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T10718","display_name":"Political Philosophy and Ethics","score":0.9775999784469604,"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"}},"topics":[{"id":"https://openalex.org/T10718","display_name":"Political Philosophy and Ethics","score":0.9775999784469604,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9218999743461609,"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/T11997","display_name":"Free Will and Agency","score":0.9161999821662903,"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/procedural-justice","display_name":"Procedural justice","score":0.7801706790924072},{"id":"https://openalex.org/keywords/decoupling","display_name":"Decoupling (probability)","score":0.7504782676696777},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5828284621238708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5587766170501709},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4404065012931824},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.37349840998649597},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.33593010902404785},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14816933870315552},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11763989925384521},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09123373031616211}],"concepts":[{"id":"https://openalex.org/C2779149496","wikidata":"https://www.wikidata.org/wiki/Q442100","display_name":"Procedural justice","level":3,"score":0.7801706790924072},{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.7504782676696777},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5828284621238708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5587766170501709},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4404065012931824},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37349840998649597},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.33593010902404785},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14816933870315552},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11763989925384521},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09123373031616211},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2311.14688","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.14688","pdf_url":"https://arxiv.org/pdf/2311.14688","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2311.14688","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.14688","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.14688","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.14688","pdf_url":"https://arxiv.org/pdf/2311.14688","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389115140.pdf","grobid_xml":"https://content.openalex.org/works/W4389115140.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W3103825105","https://openalex.org/W1617565119","https://openalex.org/W160381218","https://openalex.org/W2512958550","https://openalex.org/W2004102934","https://openalex.org/W4366455350","https://openalex.org/W1984929651","https://openalex.org/W2326145175"],"abstract_inverted_index":{"We":[0,81],"reveal":[1],"and":[2,66,100],"address":[3],"the":[4,15,20,33,39,43,69,76,87,93,101,109,121,136],"frequently":[5],"overlooked":[6],"yet":[7],"important":[8],"issue":[9],"of":[10,22,28,35,38,42,63,78,111],"disguised":[11,113],"procedural":[12,36,54,79,114],"unfairness,":[13,115],"namely,":[14],"potentially":[16],"inadvertent":[17],"alterations":[18],"on":[19],"behavior":[21],"neutral":[23,94,137],"(i.e.,":[24],"not":[25,118],"problematic)":[26],"aspects":[27],"data":[29,70,89,123],"generating":[30,71,90,124],"process,":[31],"and/or":[32],"lack":[34],"assurance":[37],"greatest":[40],"benefit":[41],"least":[44],"advantaged":[45],"individuals.":[46],"Inspired":[47],"by":[48,96],"John":[49],"Rawls's":[50],"advocacy":[51],"for":[52],"pure":[53],"justice,":[55],"we":[56,127,140],"view":[57],"automated":[58],"decision-making":[59],"as":[60],"a":[61,83],"microcosm":[62],"social":[64],"institutions,":[65],"consider":[67],"how":[68],"process":[72],"itself":[73],"can":[74],"satisfy":[75],"requirements":[77],"fairness.":[80],"propose":[82],"framework":[84],"that":[85,126,139],"decouples":[86],"objectionable":[88,122],"components":[91,125,138],"from":[92],"ones":[95],"utilizing":[97],"reference":[98],"points":[99],"associated":[102],"value":[103],"instantiation":[104],"rule.":[105],"Our":[106],"findings":[107],"highlight":[108],"necessity":[110],"preventing":[112],"drawing":[116],"attention":[117],"only":[119],"to":[120,129,135,142],"aim":[128],"mitigate,":[130],"but":[131],"also":[132],"more":[133],"importantly,":[134],"intend":[141],"keep":[143],"unaffected.":[144]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
