{"id":"https://openalex.org/W4282969450","doi":"https://doi.org/10.1145/3531146.3533107","title":"Four Years of FAccT: A Reflexive, Mixed-Methods Analysis of Research Contributions, Shortcomings, and Future Prospects","display_name":"Four Years of FAccT: A Reflexive, Mixed-Methods Analysis of Research Contributions, Shortcomings, and Future Prospects","publication_year":2022,"publication_date":"2022-06-20","ids":{"openalex":"https://openalex.org/W4282969450","doi":"https://doi.org/10.1145/3531146.3533107"},"language":"en","primary_location":{"id":"doi:10.1145/3531146.3533107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3531146.3533107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533107","source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533107","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043354448","display_name":"Benjamin Laufer","orcid":"https://orcid.org/0000-0002-3676-848X"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin Laufer","raw_affiliation_strings":["Cornell Tech, USA"],"affiliations":[{"raw_affiliation_string":"Cornell Tech, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108521073","display_name":"Sameer Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sameer Jain","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064217008","display_name":"A. Feder Cooper","orcid":"https://orcid.org/0000-0002-4892-681X"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Feder Cooper","raw_affiliation_strings":["Cornell University, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055710645","display_name":"Jon Kleinberg","orcid":"https://orcid.org/0000-0002-1929-2512"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Kleinberg","raw_affiliation_strings":["Cornell University, USA"],"affiliations":[{"raw_affiliation_string":"Cornell University, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037735812","display_name":"Hoda Heidari","orcid":"https://orcid.org/0000-0003-3710-4076"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hoda Heidari","raw_affiliation_strings":["Carnegie Mellon University, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043354448"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":4.0263,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.9352518,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"426"},"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":0.9966999888420105,"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":0.9966999888420105,"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/T11675","display_name":"Open Source Software Innovations","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scholarship","display_name":"Scholarship","score":0.6435220241546631},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.6248036026954651},{"id":"https://openalex.org/keywords/reflexivity","display_name":"Reflexivity","score":0.5999240279197693},{"id":"https://openalex.org/keywords/accountability","display_name":"Accountability","score":0.5667310357093811},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.5573766827583313},{"id":"https://openalex.org/keywords/thriving","display_name":"Thriving","score":0.5431597828865051},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.46516114473342896},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.45214611291885376},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4461395740509033},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.43605512380599976},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.41924434900283813},{"id":"https://openalex.org/keywords/scholarly-communication","display_name":"Scholarly communication","score":0.4147673547267914},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39059752225875854},{"id":"https://openalex.org/keywords/library-science","display_name":"Library science","score":0.267661988735199},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2658926248550415},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.24464204907417297},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.23641139268875122}],"concepts":[{"id":"https://openalex.org/C2778061430","wikidata":"https://www.wikidata.org/wiki/Q188823","display_name":"Scholarship","level":2,"score":0.6435220241546631},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.6248036026954651},{"id":"https://openalex.org/C13200473","wikidata":"https://www.wikidata.org/wiki/Q2747831","display_name":"Reflexivity","level":2,"score":0.5999240279197693},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.5667310357093811},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.5573766827583313},{"id":"https://openalex.org/C2776745293","wikidata":"https://www.wikidata.org/wiki/Q7798302","display_name":"Thriving","level":2,"score":0.5431597828865051},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.46516114473342896},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.45214611291885376},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4461395740509033},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.43605512380599976},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.41924434900283813},{"id":"https://openalex.org/C2777462167","wikidata":"https://www.wikidata.org/wiki/Q7432048","display_name":"Scholarly communication","level":3,"score":0.4147673547267914},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39059752225875854},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.267661988735199},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2658926248550415},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.24464204907417297},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.23641139268875122},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3531146.3533107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3531146.3533107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533107","source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2206.06738","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.06738","pdf_url":"https://arxiv.org/pdf/2206.06738","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3531146.3533107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3531146.3533107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533107","source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2424045644","display_name":null,"funder_award_id":"IIS2040929","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3598609753","display_name":null,"funder_award_id":"2040929","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G458700840","display_name":null,"funder_award_id":"IIS-2040929, CNS-1704527","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4955494390","display_name":"SaTC: CORE: Large: Collaborative: Accountable Information Use: Privacy and Fairness in Decision-Making Systems","funder_award_id":"1704527","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5594358474","display_name":null,"funder_award_id":"multiple","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"},{"id":"https://openalex.org/F4320306142","display_name":"John D. and Catherine T. MacArthur Foundation","ror":"https://ror.org/00dxczh48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282969450.pdf","grobid_xml":"https://content.openalex.org/works/W4282969450.grobid-xml"},"referenced_works_count":86,"referenced_works":["https://openalex.org/W82616934","https://openalex.org/W574305794","https://openalex.org/W621546036","https://openalex.org/W1489342300","https://openalex.org/W1516111018","https://openalex.org/W1527826132","https://openalex.org/W1873763122","https://openalex.org/W1880262756","https://openalex.org/W2001082470","https://openalex.org/W2009091204","https://openalex.org/W2020999234","https://openalex.org/W2022322548","https://openalex.org/W2025559601","https://openalex.org/W2053704868","https://openalex.org/W2054141820","https://openalex.org/W2054310099","https://openalex.org/W2063251739","https://openalex.org/W2066404961","https://openalex.org/W2096846002","https://openalex.org/W2119432837","https://openalex.org/W2125259630","https://openalex.org/W2127048411","https://openalex.org/W2131681506","https://openalex.org/W2149252982","https://openalex.org/W2159426623","https://openalex.org/W2234474721","https://openalex.org/W2282821441","https://openalex.org/W2333508197","https://openalex.org/W2522104760","https://openalex.org/W2530395818","https://openalex.org/W2570569201","https://openalex.org/W2573740662","https://openalex.org/W2623046470","https://openalex.org/W2755246076","https://openalex.org/W2788481061","https://openalex.org/W2790467964","https://openalex.org/W2809728605","https://openalex.org/W2891104163","https://openalex.org/W2897154134","https://openalex.org/W2897978524","https://openalex.org/W2901895173","https://openalex.org/W2911966198","https://openalex.org/W2913525780","https://openalex.org/W2940962650","https://openalex.org/W2950018712","https://openalex.org/W2954332150","https://openalex.org/W2960744125","https://openalex.org/W2963808661","https://openalex.org/W2992319600","https://openalex.org/W2995382404","https://openalex.org/W3003162384","https://openalex.org/W3003414869","https://openalex.org/W3013171296","https://openalex.org/W3013571594","https://openalex.org/W3015453090","https://openalex.org/W3034279257","https://openalex.org/W3099742594","https://openalex.org/W3099768174","https://openalex.org/W3102641634","https://openalex.org/W3120740533","https://openalex.org/W3122484400","https://openalex.org/W3128485057","https://openalex.org/W3133631714","https://openalex.org/W3133759846","https://openalex.org/W3133774865","https://openalex.org/W3133953502","https://openalex.org/W3134430912","https://openalex.org/W3135353679","https://openalex.org/W3135694338","https://openalex.org/W3158363482","https://openalex.org/W3192394615","https://openalex.org/W3200835933","https://openalex.org/W3202032592","https://openalex.org/W4229864114","https://openalex.org/W4231510805","https://openalex.org/W4237840503","https://openalex.org/W4242450851","https://openalex.org/W4254249343","https://openalex.org/W4281564584","https://openalex.org/W4283168161","https://openalex.org/W4288083803","https://openalex.org/W4288617757","https://openalex.org/W4312663109","https://openalex.org/W4388161807","https://openalex.org/W6600030697","https://openalex.org/W6765684549"],"related_works":["https://openalex.org/W3110653194","https://openalex.org/W1964821925","https://openalex.org/W2165054589","https://openalex.org/W2316932825","https://openalex.org/W4375951624","https://openalex.org/W3209322685","https://openalex.org/W2625819229","https://openalex.org/W2893149153","https://openalex.org/W1573691467","https://openalex.org/W2025107250"],"abstract_inverted_index":{"Fairness,":[0],"Accountability,":[1],"and":[2,44,60,64,92,104,110,122,139,153,190,192,195],"Transparency":[3],"(FAccT)":[4],"for":[5,30,66,90,214],"socio-technical":[6],"systems":[7],"has":[8,25,202],"been":[9,26],"a":[10,78,88,112,125],"thriving":[11],"area":[12,34],"of":[13,100,118,128,183,198],"research":[14,80],"in":[15,32,156,172],"recent":[16],"years.":[17],"An":[18],"ACM":[19],"conference":[20],"bearing":[21],"the":[22,27,83,116,131,136,160,169,175,179,181,184,193,199],"same":[23],"name":[24],"central":[28],"venue":[29],"scholars":[31],"this":[33,74],"to":[35,41,52,58,114,147],"come":[36],"together,":[37],"provide":[38,148],"peer":[39],"feedback":[40],"one":[42],"another,":[43],"publish":[45],"their":[46,98],"work.":[47],"This":[48],"reflexive":[49],"study":[50],"aims":[51],"shed":[53],"light":[54],"on":[55,124,212],"FAccT\u2019s":[56],"activities":[57],"date":[59],"identify":[61],"major":[62],"gaps":[63],"opportunities":[65],"translating":[67],"contributions":[68,185],"into":[69,165],"broader":[70],"positive":[71],"impact.":[72],"To":[73],"end,":[75],"we":[76,86,134],"utilize":[77],"mixed-methods":[79],"design.":[81],"On":[82,130],"qualitative":[84],"front,":[85,133],"develop":[87],"protocol":[89],"reviewing":[91],"coding":[93],"prior":[94,144],"FAccT":[95,119,145,173],"papers,":[96],"tracing":[97],"distribution":[99],"topics,":[101],"methods,":[102],"datasets,":[103],"disciplinary":[105],"roots.":[106],"We":[107,158],"also":[108],"design":[109],"administer":[111],"questionnaire":[113],"reflect":[115],"voices":[117],"community":[120,200,219],"members":[121],"affiliates":[123],"wide":[126],"range":[127],"topics.":[129],"quantitative":[132],"use":[135],"full":[137],"text":[138],"citation":[140],"network":[141],"associated":[142],"with":[143],"publications":[146],"further":[149],"evidence":[150],"about":[151],"topics":[152],"values":[154,176],"represented":[155],"FAccT.":[157,205],"organize":[159],"findings":[161],"from":[162],"our":[163,207],"analysis":[164],"four":[166],"main":[167],"dimensions:":[168],"themes":[170],"present":[171],"scholarship,":[174],"that":[177,201],"underpin":[178],"work,":[180],"impact":[182],"both":[186],"within":[187],"academic":[188],"circles":[189],"beyond,":[191],"practices":[194],"informal":[196],"norms":[197],"formed":[203],"around":[204],"Finally,":[206],"work":[208],"identifies":[209],"several":[210],"suggestions":[211],"directions":[213],"change,":[215],"as":[216],"voiced":[217],"by":[218],"members.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}