{"id":"https://openalex.org/W4403220393","doi":"https://doi.org/10.1145/3640457.3688169","title":"Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation","display_name":"Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403220393","doi":"https://doi.org/10.1145/3640457.3688169"},"language":"en","primary_location":{"id":"doi:10.1145/3640457.3688169","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688169","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688169","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","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/10.1145/3640457.3688169","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054208800","display_name":"Lanling Xu","orcid":"https://orcid.org/0000-0002-7464-3776"},"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":true,"raw_author_name":"Lanling Xu","raw_affiliation_strings":["GSAI, Renmin University of China, China"],"raw_orcid":"https://orcid.org/0000-0002-7464-3776","affiliations":[{"raw_affiliation_string":"GSAI, Renmin University of China, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052362113","display_name":"Zihan Lin","orcid":"https://orcid.org/0000-0002-6877-4470"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zihan Lin","raw_affiliation_strings":["KuaiShou Inc., China"],"raw_orcid":"https://orcid.org/0000-0002-6877-4470","affiliations":[{"raw_affiliation_string":"KuaiShou Inc., China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003855839","display_name":"Jinpeng Wang","orcid":"https://orcid.org/0000-0002-0080-8988"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinpeng Wang","raw_affiliation_strings":["Meituan Group, China"],"raw_orcid":"https://orcid.org/0000-0002-0080-8988","affiliations":[{"raw_affiliation_string":"Meituan Group, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011519966","display_name":"Sheng Chen","orcid":"https://orcid.org/0009-0001-7186-4960"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng Chen","raw_affiliation_strings":["Meituan Group, China"],"raw_orcid":"https://orcid.org/0009-0001-7186-4960","affiliations":[{"raw_affiliation_string":"Meituan Group, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037145565","display_name":"Wayne Xin Zhao","orcid":"https://orcid.org/0000-0002-8333-6196"},"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":"Wayne Xin Zhao","raw_affiliation_strings":["GSAI, Renmin University of China, China"],"raw_orcid":"https://orcid.org/0000-0002-8333-6196","affiliations":[{"raw_affiliation_string":"GSAI, Renmin University of China, China","institution_ids":["https://openalex.org/I78988378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025631695","display_name":"Ji-Rong Wen","orcid":"https://orcid.org/0000-0002-9777-9676"},"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":"Ji-Rong Wen","raw_affiliation_strings":["Renmin University of China, China"],"raw_orcid":"https://orcid.org/0000-0002-9777-9676","affiliations":[{"raw_affiliation_string":"Renmin University of China, China","institution_ids":["https://openalex.org/I78988378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054208800"],"corresponding_institution_ids":["https://openalex.org/I78988378"],"apc_list":null,"apc_paid":null,"fwci":2.238,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90799521,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"918","last_page":"923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9921000003814697,"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/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5631855726242065},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3991829454898834},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.36030876636505127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5631855726242065},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3991829454898834},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36030876636505127}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640457.3688169","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688169","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688169","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3640457.3688169","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640457.3688169","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640457.3688169","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"18th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G132187983","display_name":null,"funder_award_id":"62222215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322499","display_name":"Renmin University of China","ror":"https://ror.org/041pakw92"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403220393.pdf","grobid_xml":"https://content.openalex.org/works/W4403220393.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2001259128","https://openalex.org/W2069870183","https://openalex.org/W2155912844","https://openalex.org/W2604639157","https://openalex.org/W2640408555","https://openalex.org/W2971196067","https://openalex.org/W2972510393","https://openalex.org/W2997672513","https://openalex.org/W3045200674","https://openalex.org/W3081170586","https://openalex.org/W3094605801","https://openalex.org/W3153325943","https://openalex.org/W3155877950","https://openalex.org/W3208227120","https://openalex.org/W3213774197","https://openalex.org/W4224307605","https://openalex.org/W4283065823","https://openalex.org/W4284677642","https://openalex.org/W4367047007","https://openalex.org/W4372347502","https://openalex.org/W4384828614","https://openalex.org/W4386729347","https://openalex.org/W6802418890"],"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/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"At":[0],"present,":[1],"most":[2],"recommender":[3,123],"systems":[4],"involve":[5],"two":[6],"stakeholders,":[7],"providers":[8,136],"and":[9,109,137],"customers.":[10],"Apart":[11],"from":[12],"maximizing":[13],"the":[14,17,48,54,78,81,91,97,111,119,122,132,151],"recommendation":[15,72],"accuracy,":[16],"fairness":[18,35],"issue":[19],"for":[20],"both":[21],"sides":[22],"should":[23],"also":[24],"be":[25],"considered.":[26],"Most":[27],"of":[28,57,80,100,134,153],"previous":[29],"studies":[30],"try":[31],"to":[32,53,84,130],"improve":[33],"two-sided":[34,70,112,127,161],"with":[36,104,126],"post-processing":[37],"algorithms":[38],"or":[39],"fairness-aware":[40,71,113,128,162],"loss":[41,89],"constraints,":[42],"which":[43,75,155],"are":[44],"highly":[45],"dependent":[46],"on":[47,146],"heuristic":[49],"adjustments":[50],"without":[51],"respect":[52],"optimization":[55,98],"goal":[56],"accuracy.":[58],"In":[59],"contrast,":[60],"we":[61,95],"propose":[62],"a":[63,85,141],"novel":[64],"training":[65,120],"framework,":[66],"adaptive":[67,106],"weighting":[68],"towards":[69],"(named":[73],"Ada2Fair),":[74],"lies":[76],"in":[77,140,160],"extension":[79],"accuracy-focused":[82],"objective":[83],"controllable":[86],"preference":[87],"learning":[88],"over":[90],"interaction":[92,102],"data.":[93],"Specifically,":[94],"adjust":[96],"scale":[99],"an":[101,105],"sample":[103],"weight":[107],"generator,":[108],"estimate":[110],"weights":[114,129],"within":[115],"model":[116],"training.":[117],"During":[118],"process,":[121],"is":[124],"trained":[125],"boost":[131],"utility":[133],"niche":[135],"inactive":[138],"customers":[139],"unified":[142],"way.":[143],"Extensive":[144],"experiments":[145],"three":[147],"public":[148],"datasets":[149],"verify":[150],"effectiveness":[152],"Ada2Fair,":[154],"can":[156],"achieve":[157],"Pareto":[158],"efficiency":[159],"recommendation.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}