{"id":"https://openalex.org/W4225089167","doi":"https://doi.org/10.1145/3491102.3517606","title":"What\u2019s the Appeal? Perceptions of Review Processes for Algorithmic Decisions","display_name":"What\u2019s the Appeal? Perceptions of Review Processes for Algorithmic Decisions","publication_year":2022,"publication_date":"2022-04-28","ids":{"openalex":"https://openalex.org/W4225089167","doi":"https://doi.org/10.1145/3491102.3517606"},"language":"en","primary_location":{"id":"doi:10.1145/3491102.3517606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491102.3517606","pdf_url":null,"source":{"id":"https://openalex.org/S4363607743","display_name":"CHI Conference on Human Factors in Computing Systems","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074840855","display_name":"Henrietta Lyons","orcid":"https://orcid.org/0000-0002-6570-4565"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Henrietta Lyons","raw_affiliation_strings":["School of Computing and Information Systems, University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009014161","display_name":"Senuri Wijenayake","orcid":"https://orcid.org/0000-0003-1985-0227"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Senuri Wijenayake","raw_affiliation_strings":["School of Architecture, Design and Planning, The University of Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"School of Architecture, Design and Planning, The University of Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028824146","display_name":"Tim Miller","orcid":"https://orcid.org/0000-0003-4908-6063"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tim Miller","raw_affiliation_strings":["School of Computing and Information Systems, Universtity of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Universtity of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087672786","display_name":"Eduardo Velloso","orcid":"https://orcid.org/0000-0003-4414-2249"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eduardo Velloso","raw_affiliation_strings":["School of Computing and Information Systems, University of Melbourne, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, University of Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074840855"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":2.1601,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.87230216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"15"},"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":0.9997000098228455,"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":0.9997000098228455,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/outcome","display_name":"Outcome (game theory)","score":0.6645961999893188},{"id":"https://openalex.org/keywords/appeal","display_name":"Appeal","score":0.6518387198448181},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5945673584938049},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5814894437789917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5579715967178345},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5459344983100891},{"id":"https://openalex.org/keywords/dignity","display_name":"Dignity","score":0.49878454208374023},{"id":"https://openalex.org/keywords/decision-process","display_name":"Decision process","score":0.4735630750656128},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.4111672043800354},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3757031261920929},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.369753897190094},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1333133578300476},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12211960554122925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0785970389842987}],"concepts":[{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6645961999893188},{"id":"https://openalex.org/C2778449503","wikidata":"https://www.wikidata.org/wiki/Q329777","display_name":"Appeal","level":2,"score":0.6518387198448181},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5945673584938049},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5814894437789917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5579715967178345},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5459344983100891},{"id":"https://openalex.org/C2778745096","wikidata":"https://www.wikidata.org/wiki/Q274782","display_name":"Dignity","level":2,"score":0.49878454208374023},{"id":"https://openalex.org/C2984634286","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision process","level":2,"score":0.4735630750656128},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.4111672043800354},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3757031261920929},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.369753897190094},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1333133578300476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12211960554122925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0785970389842987},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3491102.3517606","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3491102.3517606","pdf_url":null,"source":{"id":"https://openalex.org/S4363607743","display_name":"CHI Conference on Human Factors in Computing Systems","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1491939961","https://openalex.org/W1806647190","https://openalex.org/W1964318775","https://openalex.org/W1974137161","https://openalex.org/W1979290264","https://openalex.org/W1999568555","https://openalex.org/W2009260120","https://openalex.org/W2027175743","https://openalex.org/W2056619857","https://openalex.org/W2057417096","https://openalex.org/W2105753174","https://openalex.org/W2123307860","https://openalex.org/W2128213565","https://openalex.org/W2137020039","https://openalex.org/W2331211957","https://openalex.org/W2333199896","https://openalex.org/W2367707061","https://openalex.org/W2553650922","https://openalex.org/W2572261035","https://openalex.org/W2623360248","https://openalex.org/W2765204106","https://openalex.org/W2770002484","https://openalex.org/W2772974342","https://openalex.org/W2792183666","https://openalex.org/W2797755920","https://openalex.org/W2800068874","https://openalex.org/W2800596622","https://openalex.org/W2801371430","https://openalex.org/W2807246965","https://openalex.org/W2884923888","https://openalex.org/W2886716370","https://openalex.org/W2909365641","https://openalex.org/W2910338073","https://openalex.org/W2939692730","https://openalex.org/W2942858056","https://openalex.org/W2953522645","https://openalex.org/W2961720344","https://openalex.org/W2963473400","https://openalex.org/W2963588812","https://openalex.org/W2964316623","https://openalex.org/W2971408993","https://openalex.org/W2983996708","https://openalex.org/W2986466127","https://openalex.org/W3002654242","https://openalex.org/W3008244090","https://openalex.org/W3029022080","https://openalex.org/W3090264114","https://openalex.org/W3102474933","https://openalex.org/W3109670077","https://openalex.org/W3134111219","https://openalex.org/W3136313654","https://openalex.org/W3158471737","https://openalex.org/W3207635698","https://openalex.org/W4206704123","https://openalex.org/W4225105901","https://openalex.org/W4246750028","https://openalex.org/W4296978576","https://openalex.org/W4298235707","https://openalex.org/W6784260319"],"related_works":["https://openalex.org/W2006481454","https://openalex.org/W23489095","https://openalex.org/W805044184","https://openalex.org/W105594449","https://openalex.org/W2000496644","https://openalex.org/W2978341868","https://openalex.org/W1579022284","https://openalex.org/W1978485289","https://openalex.org/W2392899447","https://openalex.org/W2057182482"],"abstract_inverted_index":{"If":[0],"you":[1,11],"were":[2],"significantly":[3],"impacted":[4],"by":[5],"an":[6,115],"algorithmic":[7,28,149],"decision,":[8],"how":[9,37,43],"would":[10],"want":[12],"the":[13,35,38,45,65,70,94,103,108,118,139,146],"decision":[14,119],"to":[15,67,92,124],"be":[16,93,125],"reviewed?":[17],"In":[18],"this":[19],"study,":[20],"we":[21,53,80],"explore":[22],"perceptions":[23],"of":[24,111,141,148],"review":[25,39,46,58,71,87,96,105],"processes":[26,59],"for":[27,62,90,117,138],"decisions":[29],"that":[30,55,60,82,88,102],"differ":[31],"across":[32],"three":[33],"dimensions:":[34],"reviewer,":[36],"is":[40],"conducted,":[41],"and":[42,73,121,127,132,144],"long":[44],"takes.":[47],"Using":[48,77],"a":[49,74,78,112],"choice-based":[50],"conjoint":[51],"analysis":[52,100],"find":[54,81],"people":[56,83],"prefer":[57],"provide":[61],"human":[63,86,130],"review,":[64],"ability":[66],"participate":[68],"in":[69],"process,":[72],"timely":[75],"outcome.":[76],"survey,":[79],"also":[84,145],"see":[85],"provides":[89,107],"participation":[91],"fairest":[95,104],"process.":[97],"Our":[98],"qualitative":[99],"indicates":[101],"process":[106],"greatest":[109],"likelihood":[110],"favourable":[113],"outcome,":[114],"opportunity":[116],"subject":[120],"their":[122],"situation":[123],"fully":[126],"accurately":[128],"understood,":[129],"involvement,":[131],"dignity.":[133],"These":[134],"findings":[135],"have":[136],"implications":[137],"design":[140,147],"contestation":[142],"procedures":[143],"decision-making":[150],"processes.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
