{"id":"https://openalex.org/W4412377837","doi":"https://doi.org/10.1145/3726302.3730106","title":"Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics","display_name":"Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics","publication_year":2025,"publication_date":"2025-07-13","ids":{"openalex":"https://openalex.org/W4412377837","doi":"https://doi.org/10.1145/3726302.3730106"},"language":"en","primary_location":{"id":"doi:10.1145/3726302.3730106","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3730106","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730106","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730106","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100385709","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0002-3070-9358"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Xu","raw_affiliation_strings":["Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3070-9358","affiliations":[{"raw_affiliation_string":"Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101835500","display_name":"Jujia Zhao","orcid":"https://orcid.org/0009-0003-6951-7593"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jujia Zhao","raw_affiliation_strings":["Leiden University, Leiden, Netherlands"],"raw_orcid":"https://orcid.org/0009-0003-6951-7593","affiliations":[{"raw_affiliation_string":"Leiden University, Leiden, Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368524","display_name":"Wenjie Wang","orcid":"https://orcid.org/0000-0002-5199-1428"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Wang","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-5199-1428","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004759804","display_name":"Liang Pang","orcid":"https://orcid.org/0000-0003-1161-8546"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Pang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1161-8546","affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020766468","display_name":"Jun Xu","orcid":"https://orcid.org/0000-0001-7170-111X"},"institutions":[{"id":"https://openalex.org/I78988378","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92","country_code":"CN","type":"education","lineage":["https://openalex.org/I78988378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Xu","raw_affiliation_strings":["Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7170-111X","affiliations":[{"raw_affiliation_string":"Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089404640","display_name":"Tat\u2010Seng Chua","orcid":"https://orcid.org/0000-0001-6097-7807"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Tat-Seng Chua","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6097-7807","affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031439294","display_name":"Maarten de Rijke","orcid":"https://orcid.org/0000-0002-1086-0202"},"institutions":[{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maarten de Rijke","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1086-0202","affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"539","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11508","display_name":"Corporate Taxation and Avoidance","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11508","display_name":"Corporate Taxation and Avoidance","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.996399998664856,"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/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.6505476832389832},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5182690024375916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49250921607017517},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.44202932715415955},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.39045724272727966},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3845065236091614},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.37578073143959045},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36531227827072144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19440245628356934},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1742345690727234},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.10289064049720764}],"concepts":[{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.6505476832389832},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5182690024375916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49250921607017517},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.44202932715415955},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.39045724272727966},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3845065236091614},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.37578073143959045},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36531227827072144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19440245628356934},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1742345690727234},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.10289064049720764},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3726302.3730106","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3730106","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730106","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire/37469cc7-4d45-445c-a9e5-bccb1b875540","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/understanding-accuracyfairness-tradeoffs-in-reranking-through-elasticity-in-economics(37469cc7-4d45-445c-a9e5-bccb1b875540).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3726302.3730106","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3726302.3730106","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3726302.3730106","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2289169492","display_name":"Fairness and Intersectional Non-Discrimination in Human Recommendation","funder_award_id":"101070212","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2478865197","display_name":null,"funder_award_id":"62472426,62276248","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G5550786340","display_name":"Hybrid Intelligence (HI): augmenting human intellect","funder_award_id":"024.004.022","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6280615682","display_name":"Low Resource Chat-based Conversational Intelligence","funder_award_id":"NWA.1389.20.183","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G6640760388","display_name":"Trustworthy AI-based Systems for Sustainable Growth","funder_award_id":"KICH3.LTP.20.006","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7128300003","display_name":null,"funder_award_id":"2023YFA1008704","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G8394619546","display_name":null,"funder_award_id":"2023111","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G986537704","display_name":null,"funder_award_id":"62276248","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null},{"id":"https://openalex.org/F4320335892","display_name":"Youth Innovation Promotion Association","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412377837.pdf","grobid_xml":"https://content.openalex.org/works/W4412377837.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W432151285","https://openalex.org/W1966770423","https://openalex.org/W2122011919","https://openalex.org/W2317542055","https://openalex.org/W2469819362","https://openalex.org/W2740920897","https://openalex.org/W2912083425","https://openalex.org/W2945611146","https://openalex.org/W2990138404","https://openalex.org/W3008301325","https://openalex.org/W3016310386","https://openalex.org/W3099814932","https://openalex.org/W3101243714","https://openalex.org/W3103006639","https://openalex.org/W3123452386","https://openalex.org/W3153182568","https://openalex.org/W3155877950","https://openalex.org/W3164446335","https://openalex.org/W3170127813","https://openalex.org/W3213774197","https://openalex.org/W4200503933","https://openalex.org/W4223991076","https://openalex.org/W4226344625","https://openalex.org/W4230729143","https://openalex.org/W4238271960","https://openalex.org/W4281966390","https://openalex.org/W4283022819","https://openalex.org/W4297971002","https://openalex.org/W4367047007","https://openalex.org/W4385302663","https://openalex.org/W4386729347","https://openalex.org/W4393147198","https://openalex.org/W4396758627","https://openalex.org/W4400525617","https://openalex.org/W4400528368","https://openalex.org/W4410037137","https://openalex.org/W6802418890"],"related_works":["https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2915512527","https://openalex.org/W51364034","https://openalex.org/W2793336762","https://openalex.org/W2091548507","https://openalex.org/W2368816706","https://openalex.org/W3159414774","https://openalex.org/W4385728102","https://openalex.org/W2378093739"],"abstract_inverted_index":{"Fairness":[0,55],"is":[1,107,118],"an":[2],"increasingly":[3],"important":[4],"factor":[5],"in":[6,57,80,83],"re-ranking":[7,36,115,137,153],"tasks.":[8],"Prior":[9],"work":[10],"has":[11],"identified":[12],"a":[13,61,69,81,144],"trade-off":[14,45,117],"between":[15,35,126],"ranking":[16],"accuracy":[17],"and":[18,37],"item":[19,127],"fairness.":[20],"However,":[21],"the":[22,38,47,50,88,95,110,122,132],"underlying":[23],"mechanisms":[24],"are":[25],"still":[26],"not":[27],"fully":[28],"understood.":[29],"An":[30],"analogy":[31],"can":[32],"be":[33],"drawn":[34],"dynamics":[39],"of":[40,49,112,124,134,151],"economic":[41],"transactions.":[42],"The":[43,114],"accuracy-fairness":[44],"parallels":[46],"coupling":[48],"commodity":[51,62,92,101],"tax":[52,63,93,102],"transfer":[53],"process.":[54],"considerations":[56],"re-ranking,":[58],"similar":[59],"to":[60,73,90,100],"on":[64,72,94,103,143],"suppliers,":[65],"ultimately":[66],"translate":[67],"into":[68],"cost":[70],"passed":[71],"consumers.":[74],"Analogously,":[75],"item-side":[76],"fairness":[77,146],"constraints":[78],"result":[79],"decline":[82],"user-side":[84],"accuracy.":[85],"In":[86],"economics,":[87],"extent":[89],"which":[91,139],"supplier":[96],"(item":[97],"fairness)":[98],"transfers":[99],"users":[104],"(accuracy":[105],"loss)":[106],"formalized":[108],"using":[109],"notion":[111],"elasticity.":[113],"fairness-accuracy":[116],"similarly":[119],"governed":[120],"by":[121],"elasticity":[123],"utility":[125],"groups.":[128],"This":[129],"insight":[130],"underscores":[131],"limitations":[133],"current":[135],"fair":[136,152],"evaluations,":[138],"often":[140],"rely":[141],"solely":[142],"single":[145],"metric,":[147],"hindering":[148],"comprehensive":[149],"assessment":[150],"algorithms.":[154]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}