{"id":"https://openalex.org/W4399141338","doi":"https://doi.org/10.1145/3632634.3655848","title":"Algorithm Bias and Perceived Fairness: A Comprehensive Scoping Review","display_name":"Algorithm Bias and Perceived Fairness: A Comprehensive Scoping Review","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4399141338","doi":"https://doi.org/10.1145/3632634.3655848"},"language":"en","primary_location":{"id":"doi:10.1145/3632634.3655848","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632634.3655848","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632634.3655848","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Computers and People Research Conference","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/10.1145/3632634.3655848","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091977578","display_name":"Amirhossein Hajigholam Saryazdi","orcid":"https://orcid.org/0009-0000-9631-1871"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Amirhossein Hajigholam Saryazdi","raw_affiliation_strings":["John Molson School of Business, Concordia University, Canada"],"raw_orcid":"https://orcid.org/0009-0000-9631-1871","affiliations":[{"raw_affiliation_string":"John Molson School of Business, Concordia University, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091977578"],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":1.9948,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87968052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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":0.9987000226974487,"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":0.9987000226974487,"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":0.9783999919891357,"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/T12520","display_name":"Psychology of Moral and Emotional Judgment","score":0.9761000275611877,"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/fairness-measure","display_name":"Fairness measure","score":0.6817687749862671},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6094326972961426},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07778546214103699}],"concepts":[{"id":"https://openalex.org/C11867375","wikidata":"https://www.wikidata.org/wiki/Q5430671","display_name":"Fairness measure","level":4,"score":0.6817687749862671},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6094326972961426},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07778546214103699},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632634.3655848","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632634.3655848","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632634.3655848","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Computers and People Research Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3632634.3655848","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3632634.3655848","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3632634.3655848","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Computers and People Research Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399141338.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1725415005","https://openalex.org/W1819662813","https://openalex.org/W1987708126","https://openalex.org/W1992363483","https://openalex.org/W2006447892","https://openalex.org/W2075963991","https://openalex.org/W2100960835","https://openalex.org/W2132698877","https://openalex.org/W2400284668","https://openalex.org/W2543774860","https://openalex.org/W2588194244","https://openalex.org/W2768894107","https://openalex.org/W2792183666","https://openalex.org/W2795743913","https://openalex.org/W2797138839","https://openalex.org/W2890576255","https://openalex.org/W2914202940","https://openalex.org/W2951240445","https://openalex.org/W2951383204","https://openalex.org/W2953487715","https://openalex.org/W2962922665","https://openalex.org/W2963588812","https://openalex.org/W2963917042","https://openalex.org/W2964316623","https://openalex.org/W2983996708","https://openalex.org/W2990751682","https://openalex.org/W3000966858","https://openalex.org/W3001553940","https://openalex.org/W3002654242","https://openalex.org/W3004493409","https://openalex.org/W3012094463","https://openalex.org/W3021326970","https://openalex.org/W3088785240","https://openalex.org/W3160735296","https://openalex.org/W3163582547","https://openalex.org/W3165260750","https://openalex.org/W3170933632","https://openalex.org/W3176588943","https://openalex.org/W3181414820","https://openalex.org/W3184113801","https://openalex.org/W4205561327","https://openalex.org/W4207012491","https://openalex.org/W4210708600","https://openalex.org/W4221019433","https://openalex.org/W4221104163","https://openalex.org/W4236609294","https://openalex.org/W4241451193","https://openalex.org/W4252080152","https://openalex.org/W4283076847","https://openalex.org/W4288414189","https://openalex.org/W4292545669","https://openalex.org/W4316037294","https://openalex.org/W6638208828","https://openalex.org/W6750305872","https://openalex.org/W6791706508","https://openalex.org/W6809680140"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W2379331395"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)-based":[2],"algorithms":[3,16],"are":[4],"playing":[5],"an":[6,61],"increasingly":[7],"prominent":[8],"role":[9],"in":[10,66,109,136],"shaping":[11],"daily":[12],"life.":[13],"However,":[14],"these":[15],"can":[17],"exhibit":[18],"biases":[19,25],"that":[20,76,104],"exacerbate":[21],"societal":[22],"injustices.":[23],"Such":[24],"have":[26],"a":[27,53,70,100,115,131],"substantial":[28],"impact":[29],"on":[30],"people's":[31],"perceptions":[32],"of":[33,42,63,102,118],"algorithmic":[34],"fairness,":[35,84,86],"yet":[36],"the":[37,67,106,110,119,122,137],"precise":[38],"mechanisms":[39],"and":[40,93,125,129],"scope":[41],"this":[43,50],"phenomenon":[44],"remain":[45],"relatively":[46],"understudied.":[47],"To":[48],"address":[49],"research":[51,65,135],"gap,":[52],"comprehensive":[54],"scoping":[55],"literature":[56],"review":[57],"is":[58,74],"conducted,":[59],"providing":[60],"overview":[62],"current":[64],"field.":[68],"Subsequently,":[69],"novel":[71],"theoretical":[72],"model":[73],"developed":[75],"synthesizes":[77],"key":[78],"themes,":[79],"including":[80],"algorithm":[81,83],"bias,":[82],"perceived":[85],"individual":[87],"characteristics,":[88,90,92],"social":[89],"task":[91],"technology":[94],"characteristics.":[95],"The":[96],"paper":[97],"contributes":[98],"proposing":[99],"set":[101],"propositions":[103],"underscore":[105],"critical":[107],"gaps":[108],"existing":[111],"literature,":[112],"contribute":[113],"to":[114],"deeper":[116],"comprehension":[117],"relationships":[120],"among":[121],"identified":[123],"themes":[124],"their":[126],"constituent":[127],"elements,":[128],"offer":[130],"roadmap":[132],"for":[133],"future":[134],"domain.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}