{"id":"https://openalex.org/W4399891685","doi":"https://doi.org/10.1145/3674158","title":"Incentive-Aware Recommender Systems in Two-Sided Markets","display_name":"Incentive-Aware Recommender Systems in Two-Sided Markets","publication_year":2024,"publication_date":"2024-06-21","ids":{"openalex":"https://openalex.org/W4399891685","doi":"https://doi.org/10.1145/3674158"},"language":"en","primary_location":{"id":"doi:10.1145/3674158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674158","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3674158","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3674158","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000889358","display_name":"Xiaowu Dai","orcid":"https://orcid.org/0000-0002-5889-5201"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaowu Dai","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, United States","University of California, Los Angeles,  Los Angeles, United States"],"raw_orcid":"https://orcid.org/0000-0002-5889-5201","affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, United States","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California, Los Angeles,  Los Angeles, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049673637","display_name":"Wenlu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wenlu Xu","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, United States","University of California, Los Angeles,  Los Angeles, United States"],"raw_orcid":"https://orcid.org/0009-0006-7869-2328","affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, United States","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California, Los Angeles,  Los Angeles, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081819013","display_name":"Yuan Qi","orcid":"https://orcid.org/0000-0001-8981-0154"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Qi","raw_affiliation_strings":["Fudan University, Shanghai, China and Ant Group, Hangzhou, China","Fudan University,  Shanghai, China","Ant Group,  Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8981-0154","affiliations":[{"raw_affiliation_string":"Fudan University, Shanghai, China and Ant Group, Hangzhou, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Fudan University,  Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Ant Group,  Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049812527","display_name":"Michael I. Jordan","orcid":"https://orcid.org/0000-0001-8935-817X"},"institutions":[{"id":"https://openalex.org/I134446601","display_name":"Berkeley College","ror":"https://ror.org/02xewxa75","country_code":"US","type":"education","lineage":["https://openalex.org/I134446601"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Jordan","raw_affiliation_strings":["UC Berkeley, Berkeley, United States and Ant Group, Hangzhou, China","UC Berkeley,  Berkeley, United States","Ant Group,  Hangzhou China"],"raw_orcid":"https://orcid.org/0000-0001-8935-817X","affiliations":[{"raw_affiliation_string":"UC Berkeley, Berkeley, United States and Ant Group, Hangzhou, China","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"UC Berkeley,  Berkeley, United States","institution_ids":["https://openalex.org/I134446601","https://openalex.org/I95457486"]},{"raw_affiliation_string":"Ant Group,  Hangzhou China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7689,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.78047468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"2","issue":"4","first_page":"1","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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":0.998199999332428,"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8750336170196533},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7763711810112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5098704099655151},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4253595173358917},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3313690423965454},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30416542291641235},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.2640313506126404},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1949787139892578}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8750336170196533},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7763711810112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5098704099655151},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4253595173358917},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3313690423965454},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30416542291641235},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.2640313506126404},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1949787139892578}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3674158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674158","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3674158","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:10.1145/3674158","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3674158","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3674158","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399891685.pdf"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W156419107","https://openalex.org/W1546711643","https://openalex.org/W1982813377","https://openalex.org/W2002430844","https://openalex.org/W2009415795","https://openalex.org/W2009551863","https://openalex.org/W2039522160","https://openalex.org/W2045097767","https://openalex.org/W2068115726","https://openalex.org/W2077485783","https://openalex.org/W2111364868","https://openalex.org/W2140950724","https://openalex.org/W2145976030","https://openalex.org/W2147967768","https://openalex.org/W2149247676","https://openalex.org/W2171733319","https://openalex.org/W2478041329","https://openalex.org/W2612951593","https://openalex.org/W2779126177","https://openalex.org/W2783102836","https://openalex.org/W2893405045","https://openalex.org/W2950929549","https://openalex.org/W2952275065","https://openalex.org/W3008801451","https://openalex.org/W3027847404","https://openalex.org/W3038752685","https://openalex.org/W3041691246","https://openalex.org/W3044872185","https://openalex.org/W3096516557","https://openalex.org/W3122000667","https://openalex.org/W3123810580","https://openalex.org/W3124392256","https://openalex.org/W3124523075","https://openalex.org/W3126084499","https://openalex.org/W3185292766","https://openalex.org/W4206275166","https://openalex.org/W4212907631","https://openalex.org/W4235023701","https://openalex.org/W4242255739","https://openalex.org/W4247972158","https://openalex.org/W4254875572","https://openalex.org/W4255572092","https://openalex.org/W4297689513","https://openalex.org/W4300546246","https://openalex.org/W4312465470","https://openalex.org/W6625620156","https://openalex.org/W6839097604"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510"],"abstract_inverted_index":{"Online":[0],"platforms":[1],"in":[2,22,76,90],"the":[3,37,54,94,126,130,175,205],"Internet":[4],"Economy":[5],"commonly":[6],"incorporate":[7],"recommender":[8,60,103],"systems":[9,104],"that":[10,52,62,167,188],"recommend":[11],"products":[12],"(or":[13,17],"\u201carms\u201d)":[14],"to":[15,33,49,125],"users":[16],"\u201cagents\u201d).":[18],"A":[19],"key":[20],"challenge":[21],"this":[23,82],"domain":[24],"arises":[25],"from":[26,178,199],"myopic":[27],"agents":[28,97,198],"who":[29],"are":[30,100,123,161],"naturally":[31],"incentivized":[32],"exploit":[34],"by":[35,74,102,114],"choosing":[36],"optimal":[38,70],"arm":[39,145,149,180],"based":[40],"on":[41,105,214],"current":[42],"information,":[43],"rather":[44],"than":[45],"exploring":[46],"various":[47],"alternatives":[48],"gather":[50],"information":[51],"benefits":[53],"collective.":[55],"We":[56,186],"propose":[57],"a":[58,86,142,151],"new":[59],"system":[61,84],"aligns":[63],"with":[64],"agents\u2019":[65,115],"incentives":[66],"while":[67],"achieving":[68],"asymptotically":[69],"performance,":[71],"as":[72,85,181],"measured":[73],"regret":[75],"repeated":[77],"interactions.":[78],"Our":[79],"framework":[80],"models":[81],"incentive-aware":[83],"multi-agent":[87],"bandit":[88],"problem":[89],"two-sided":[91],"markets,":[92],"where":[93,120],"interactions":[95],"of":[96,132],"and":[98,146,153,208],"arms":[99],"facilitated":[101],"online":[106],"platforms.":[107],"This":[108,137],"model":[109],"incorporates":[110],"incentive":[111],"constraints":[112],"induced":[113],"opportunity":[116,121,159],"costs.":[117],"In":[118],"scenarios":[119],"costs":[122,160],"known":[124],"platform,":[127],"we":[128,163],"show":[129],"existence":[131],"an":[133,147,165,192],"incentive-compatible":[134],"recommendation":[135],"algorithm.":[136],"algorithm":[138,166],"pools":[139,169],"recommendations":[140,170],"between":[141],"genuinely":[143],"good":[144],"unknown":[148],"using":[150,204],"randomized":[152],"adaptive":[154],"strategy.":[155],"Moreover,":[156],"when":[157],"these":[158],"unknown,":[162],"introduce":[164],"randomly":[168],"across":[171],"all":[172],"arms,":[173],"utilizing":[174],"cumulative":[176],"loss":[177],"each":[179],"feedback":[182],"for":[183,203],"strategic":[184],"exploration.":[185],"demonstrate":[187],"both":[189],"algorithms":[190,207],"satisfy":[191],"ex-post":[193],"fairness":[194],"criterion,":[195],"which":[196],"protects":[197],"over-exploitation.":[200],"All":[201],"code":[202],"proposed":[206],"reproducing":[209],"results":[210],"is":[211],"made":[212],"available":[213],"GitHub.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}