{"id":"https://openalex.org/W2973094059","doi":"https://doi.org/10.1145/3298689.3347016","title":"Personalized fairness-aware re-ranking for microlending","display_name":"Personalized fairness-aware re-ranking for microlending","publication_year":2019,"publication_date":"2019-09-10","ids":{"openalex":"https://openalex.org/W2973094059","doi":"https://doi.org/10.1145/3298689.3347016","mag":"2973094059"},"language":"en","primary_location":{"id":"doi:10.1145/3298689.3347016","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3298689.3347016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM Conference on Recommender Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101500385","display_name":"Weiwen Liu","orcid":"https://orcid.org/0000-0002-9148-3997"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Weiwen Liu","raw_affiliation_strings":["The Chinese University of Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705676","display_name":"Jun Guo","orcid":"https://orcid.org/0000-0003-0930-3238"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Guo","raw_affiliation_strings":["Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004521816","display_name":"Nasim Sonboli","orcid":"https://orcid.org/0000-0002-6988-7397"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]},{"id":"https://openalex.org/I2802236040","display_name":"University of Colorado System","ror":"https://ror.org/00jc20583","country_code":"US","type":"education","lineage":["https://openalex.org/I2802236040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nasim Sonboli","raw_affiliation_strings":["University of Colorado Boulder"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder","institution_ids":["https://openalex.org/I2802236040","https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043134791","display_name":"Robin Burke","orcid":"https://orcid.org/0000-0001-5766-6434"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]},{"id":"https://openalex.org/I2802236040","display_name":"University of Colorado System","ror":"https://ror.org/00jc20583","country_code":"US","type":"education","lineage":["https://openalex.org/I2802236040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robin Burke","raw_affiliation_strings":["University of Colorado Boulder"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder","institution_ids":["https://openalex.org/I2802236040","https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100757082","display_name":"Shengyu Zhang","orcid":"https://orcid.org/0000-0001-5907-2277"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyu Zhang","raw_affiliation_strings":["Tencent"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tencent","institution_ids":["https://openalex.org/I2250653659"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.955,"has_fulltext":false,"cited_by_count":79,"citation_normalized_percentile":{"value":0.989141,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"467","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T11995","display_name":"FinTech, Crowdfunding, Digital Finance","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/T10987","display_name":"Microfinance and Financial Inclusion","score":0.9988999962806702,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9775000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microfinance","display_name":"Microfinance","score":0.9197702407836914},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.789415717124939},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6061956882476807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5768827795982361},{"id":"https://openalex.org/keywords/loan","display_name":"Loan","score":0.5545715093612671},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5268329977989197},{"id":"https://openalex.org/keywords/diversification","display_name":"Diversification (marketing strategy)","score":0.4892246723175049},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.4504287838935852},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.44743672013282776},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.4128960967063904},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36578625440597534},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3080778121948242},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.30779510736465454},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.23667162656784058},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.22483402490615845},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21021559834480286},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.16845056414604187},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1324368417263031},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.10074031352996826}],"concepts":[{"id":"https://openalex.org/C28129649","wikidata":"https://www.wikidata.org/wiki/Q926217","display_name":"Microfinance","level":2,"score":0.9197702407836914},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.789415717124939},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6061956882476807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5768827795982361},{"id":"https://openalex.org/C2777764128","wikidata":"https://www.wikidata.org/wiki/Q189539","display_name":"Loan","level":2,"score":0.5545715093612671},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5268329977989197},{"id":"https://openalex.org/C180916674","wikidata":"https://www.wikidata.org/wiki/Q3711935","display_name":"Diversification (marketing strategy)","level":2,"score":0.4892246723175049},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.4504287838935852},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.44743672013282776},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.4128960967063904},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36578625440597534},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3080778121948242},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.30779510736465454},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.23667162656784058},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.22483402490615845},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21021559834480286},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.16845056414604187},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1324368417263031},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.10074031352996826},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3298689.3347016","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3298689.3347016","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th ACM Conference on Recommender Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1965582578","https://openalex.org/W2027523250","https://openalex.org/W2041404167","https://openalex.org/W2048018743","https://openalex.org/W2069870183","https://openalex.org/W2099023557","https://openalex.org/W2101409192","https://openalex.org/W2187420087","https://openalex.org/W2341865734","https://openalex.org/W2405923393","https://openalex.org/W2475445044","https://openalex.org/W2727765976","https://openalex.org/W2729349341","https://openalex.org/W2741421595","https://openalex.org/W2788910397","https://openalex.org/W2978725006"],"related_works":["https://openalex.org/W2772628444","https://openalex.org/W2735929803","https://openalex.org/W4220714703","https://openalex.org/W1484355083","https://openalex.org/W3008845055","https://openalex.org/W2098758514","https://openalex.org/W4376854386","https://openalex.org/W2202724490","https://openalex.org/W2508671622","https://openalex.org/W2556532874"],"abstract_inverted_index":{"Microlending":[0],"can":[1,137],"lead":[2],"to":[3,6,18,24,40,64,92,111,149],"improved":[4],"access":[5],"capital":[7],"in":[8,16,31,61,108,144],"impoverished":[9],"countries.":[10],"Recommender":[11],"systems":[12,39,47],"could":[13],"be":[14,147],"used":[15],"microlending":[17,62],"provide":[19],"efficient":[20],"and":[21,96,117,146],"personalized":[22],"service":[23],"lenders.":[25],"However,":[26],"increasing":[27],"concerns":[28],"about":[29],"discrimination":[30],"machine":[32],"learning":[33],"hinder":[34],"the":[35,41,112],"application":[36],"of":[37,74,114],"recommender":[38,46],"microfinance":[42],"industry.":[43],"Most":[44],"previous":[45],"focus":[48],"on":[49,126,153],"pure":[50],"personalization,":[51],"with":[52,141],"fairness":[53,59,140],"issue":[54],"largely":[55],"ignored.":[56],"A":[57],"desirable":[58],"property":[60],"is":[63],"give":[65],"borrowers":[66],"from":[67,130],"different":[68],"demographic":[69],"groups":[70],"a":[71,87,119,127],"fair":[72],"chance":[73],"being":[75],"recommended,":[76],"as":[77],"stated":[78],"by":[79],"Kiva.":[80],"To":[81],"achieve":[82],"this":[83],"goal,":[84],"we":[85,100],"propose":[86],"Fairness-Aware":[88,121],"Re-ranking":[89,122],"(FAR)":[90],"algorithm":[91,136],"balance":[93],"ranking":[94],"quality":[95],"borrower-side":[97],"fairness.":[98],"Furthermore,":[99],"take":[101],"into":[102],"consideration":[103],"that":[104,133],"lenders":[105],"may":[106],"differ":[107],"their":[109],"receptivity":[110],"diversification":[113],"recommended":[115],"loans,":[116],"develop":[118],"Personalized":[120],"(PFAR)":[123],"algorithm.":[124],"Experiments":[125],"real-world":[128],"dataset":[129],"Kiva.org":[131],"show":[132],"our":[134],"re-ranking":[135],"significantly":[138],"promote":[139],"little":[142],"sacrifice":[143],"accuracy,":[145],"attentive":[148],"individual":[150],"lender":[151],"preference":[152],"loan":[154],"diversity.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}