{"id":"https://openalex.org/W4394013448","doi":"https://doi.org/10.1145/3652864","title":"Fairness of Interaction in Ranking under Position, Selection, and Trust Bias","display_name":"Fairness of Interaction in Ranking under Position, Selection, and Trust Bias","publication_year":2024,"publication_date":"2024-04-06","ids":{"openalex":"https://openalex.org/W4394013448","doi":"https://doi.org/10.1145/3652864"},"language":"en","primary_location":{"id":"doi:10.1145/3652864","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652864","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652864","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3652864","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018554646","display_name":"Zohreh Ovaisi","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zohreh Ovaisi","raw_affiliation_strings":["University of Illinois Chicago, Chicago, United States","University of Illinois Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0009-0008-7165-4841","affiliations":[{"raw_affiliation_string":"University of Illinois Chicago, Chicago, United States","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015832198","display_name":"Parsa Saadatpanah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140397","display_name":"Metrica (United States)","ror":"https://ror.org/031ffw737","country_code":"US","type":"company","lineage":["https://openalex.org/I4210140397"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Parsa Saadatpanah","raw_affiliation_strings":["Meta Inc, Washington DC, United States","Meta Inc, Washington DC, USA"],"raw_orcid":"https://orcid.org/0000-0002-2629-4495","affiliations":[{"raw_affiliation_string":"Meta Inc, Washington DC, United States","institution_ids":["https://openalex.org/I4210140397"]},{"raw_affiliation_string":"Meta Inc, Washington DC, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016004907","display_name":"Shahin Sefati","orcid":"https://orcid.org/0009-0003-4977-2298"},"institutions":[{"id":"https://openalex.org/I4210112286","display_name":"The Metropolitan Opera (United States)","ror":"https://ror.org/022q3vw94","country_code":"US","type":"company","lineage":["https://openalex.org/I4210112286"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahin Sefati","raw_affiliation_strings":["Meta Inc, New York, United States","Meta Inc, New York, USA"],"raw_orcid":"https://orcid.org/0009-0003-4977-2298","affiliations":[{"raw_affiliation_string":"Meta Inc, New York, United States","institution_ids":["https://openalex.org/I4210112286"]},{"raw_affiliation_string":"Meta Inc, New York, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003026384","display_name":"Mesrob I. Ohannessian","orcid":"https://orcid.org/0000-0002-6479-9769"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mesrob Ohannessian","raw_affiliation_strings":["University of Illinois Chicago, Chicago, United States","University of Illinois Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-6479-9769","affiliations":[{"raw_affiliation_string":"University of Illinois Chicago, Chicago, United States","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071079350","display_name":"Elena Zheleva","orcid":"https://orcid.org/0000-0001-7662-2568"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elena Zheleva","raw_affiliation_strings":["University of Illinois Chicago, Chicago, United States","University of Illinois Chicago, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0001-7662-2568","affiliations":[{"raw_affiliation_string":"University of Illinois Chicago, Chicago, United States","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois Chicago, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5902,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83352078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"3","issue":"2","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10991","display_name":"Game Theory and Voting Systems","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9822999835014343,"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/ranking","display_name":"Ranking (information retrieval)","score":0.7985625863075256},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6772297620773315},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.6502200365066528},{"id":"https://openalex.org/keywords/selection-bias","display_name":"Selection bias","score":0.5219511389732361},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.43275341391563416},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.41740018129348755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3979973793029785},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3629535436630249},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2734851539134979},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2593662738800049},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.24610081315040588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1965484917163849}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7985625863075256},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6772297620773315},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.6502200365066528},{"id":"https://openalex.org/C40423286","wikidata":"https://www.wikidata.org/wiki/Q284172","display_name":"Selection bias","level":2,"score":0.5219511389732361},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.43275341391563416},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.41740018129348755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3979973793029785},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3629535436630249},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2734851539134979},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2593662738800049},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.24610081315040588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1965484917163849},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652864","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652864","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652864","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3652864","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3652864","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3652864","source":{"id":"https://openalex.org/S4387284325","display_name":"ACM Transactions on Recommender Systems","issn_l":"2770-6699","issn":["2770-6699"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Recommender Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394013448.pdf","grobid_xml":"https://content.openalex.org/works/W4394013448.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1680189815","https://openalex.org/W2100960835","https://openalex.org/W2105767494","https://openalex.org/W2108862644","https://openalex.org/W2116666691","https://openalex.org/W2507134384","https://openalex.org/W2606901083","https://openalex.org/W2704480242","https://openalex.org/W2765564115","https://openalex.org/W2769473018","https://openalex.org/W2787991113","https://openalex.org/W2797400361","https://openalex.org/W2911802745","https://openalex.org/W2911840101","https://openalex.org/W2911936302","https://openalex.org/W2950173087","https://openalex.org/W2950344037","https://openalex.org/W2963085847","https://openalex.org/W2963517040","https://openalex.org/W3008301325","https://openalex.org/W3012600133","https://openalex.org/W3012903288","https://openalex.org/W3028722847","https://openalex.org/W3100945072","https://openalex.org/W3101935024","https://openalex.org/W3102518922","https://openalex.org/W3103006639","https://openalex.org/W3103891807","https://openalex.org/W3105035347","https://openalex.org/W3105712174","https://openalex.org/W3112511105","https://openalex.org/W3116852239","https://openalex.org/W3116873649","https://openalex.org/W3120740533","https://openalex.org/W3129302614","https://openalex.org/W3135277963","https://openalex.org/W3153182568","https://openalex.org/W3155877950","https://openalex.org/W3163155381","https://openalex.org/W3164446335","https://openalex.org/W3194610749","https://openalex.org/W3197548413","https://openalex.org/W3210951392","https://openalex.org/W4212951676","https://openalex.org/W4224253447","https://openalex.org/W4240486361","https://openalex.org/W4246698901","https://openalex.org/W4288079518","https://openalex.org/W4312947392","https://openalex.org/W6737016370","https://openalex.org/W6767327189","https://openalex.org/W6798596300","https://openalex.org/W6917172014"],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2798198862","https://openalex.org/W2915512527","https://openalex.org/W51364034","https://openalex.org/W2798997222","https://openalex.org/W2793336762","https://openalex.org/W2091548507","https://openalex.org/W2368816706","https://openalex.org/W1494981348"],"abstract_inverted_index":{"Ranking":[0],"algorithms":[1,198],"in":[2,26,86,152,159,179],"online":[3],"platforms":[4],"serve":[5],"not":[6,96],"only":[7,115],"users":[8],"on":[9,16,137,199],"the":[10,17,35,107,116,144,153],"demand":[11],"side,":[12],"but":[13],"also":[14],"items":[15,25,40,85,99],"supply":[18],"side.":[19],"While":[20],"ranking":[21,48,180,197],"has":[22],"traditionally":[23],"presented":[24],"an":[27,101],"order":[28],"that":[29,38,176],"maximizes":[30],"their":[31],"utility":[32],"to":[33,79],"users,":[34],"uneven":[36],"interactions":[37],"different":[39],"receive":[41],"as":[42,132],"a":[43,47,164,173,186],"result":[44],"of":[45,61,64,82,125,155],"such":[46],"can":[49],"pose":[50],"item":[51],"fairness":[52,166,178,189],"concerns.":[53],"Moreover,":[54],"interaction":[55,94,135,150],"is":[56,95,129],"affected":[57],"by":[58,106,142],"various":[59],"forms":[60],"bias,":[62,126,128],"two":[63],"which":[65],"have":[66],"received":[67],"considerable":[68],"attention:":[69],"position":[70,104],"bias":[71,76,91],"and":[72,184,190],"selection":[73],"bias.":[74],"Position":[75],"occurs":[77,92],"due":[78],"lower":[80,87],"likelihood":[81],"observation":[83],"for":[84],"ranked":[88],"positions.":[89],"Selection":[90],"because":[93],"possible":[97],"with":[98],"below":[100],"arbitrary":[102],"cutoff":[103],"chosen":[105],"front-end":[108],"application":[109],"at":[110],"deployment":[111],"time":[112],"(i.e.,":[113],"showing":[114],"top-":[117],"k":[118],"items).":[119],"A":[120],"less":[121],"studied,":[122],"third":[123],"form":[124],"trust":[127],"equally":[130],"important,":[131],"it":[133],"makes":[134],"dependent":[136],"rank":[138],"even":[139],"after":[140],"observation,":[141],"influencing":[143],"item\u2019s":[145],"perceived":[146],"relevance.":[147],"To":[148],"capture":[149],"disparity":[151],"presence":[154],"all":[156],"three":[157],"biases,":[158],"this":[160,169],"article,":[161],"we":[162,171],"introduce":[163],"flexible":[165],"metric.":[167],"Using":[168],"metric,":[170],"develop":[172],"post-processing":[174],"algorithm":[175,193],"optimizes":[177],"through":[181],"greedy":[182],"exploration":[183],"allows":[185],"tradeoff":[187],"between":[188],"utility.":[191],"Our":[192],"outperforms":[194],"state-of-the-art":[195],"fair":[196],"several":[200],"datasets.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}