{"id":"https://openalex.org/W3189914140","doi":"https://doi.org/10.1145/3461702.3462600","title":"Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market","display_name":"Comparing Equity and Effectiveness of Different Algorithms in an Application for the Room Rental Market","publication_year":2021,"publication_date":"2021-07-21","ids":{"openalex":"https://openalex.org/W3189914140","doi":"https://doi.org/10.1145/3461702.3462600","mag":"3189914140"},"language":"en","primary_location":{"id":"doi:10.1145/3461702.3462600","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3461702.3462600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society","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/A5070108326","display_name":"David Nogu\u00e9ro","orcid":"https://orcid.org/0000-0001-6979-9330"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"David Solans","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047541683","display_name":"Francesco Fabbri","orcid":"https://orcid.org/0000-0002-9631-1799"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesco Fabbri","raw_affiliation_strings":["Eurecat &amp; Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Eurecat &amp; Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033795301","display_name":"Caterina Calsamiglia","orcid":"https://orcid.org/0000-0003-2079-7179"},"institutions":[{"id":"https://openalex.org/I11932220","display_name":"Instituci\u00f3 Catalana de Recerca i Estudis Avan\u00e7ats","ror":"https://ror.org/0371hy230","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I11932220"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Caterina Calsamiglia","raw_affiliation_strings":["ICREA at IPEG, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"ICREA at IPEG, Barcelona, Spain","institution_ids":["https://openalex.org/I11932220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084282503","display_name":"Carlos Castillo","orcid":"https://orcid.org/0000-0003-4544-0416"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Castillo","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022272025","display_name":"Francesco Bonchi","orcid":"https://orcid.org/0000-0001-9464-8315"},"institutions":[{"id":"https://openalex.org/I134940468","display_name":"Institute for Scientific Interchange","ror":"https://ror.org/00te2x188","country_code":"IT","type":"facility","lineage":["https://openalex.org/I134940468"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Bonchi","raw_affiliation_strings":["ISI Foundation and Eurecat, Barcelona, Italy"],"affiliations":[{"raw_affiliation_string":"ISI Foundation and Eurecat, Barcelona, Italy","institution_ids":["https://openalex.org/I134940468"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5070108326"],"corresponding_institution_ids":["https://openalex.org/I170486558"],"apc_list":null,"apc_paid":null,"fwci":1.7075,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87581794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"978","last_page":"988"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9958000183105469,"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":0.9958000183105469,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9922000169754028,"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/real-estate","display_name":"Real estate","score":0.7708548307418823},{"id":"https://openalex.org/keywords/disadvantaged","display_name":"Disadvantaged","score":0.7147268056869507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6321113705635071},{"id":"https://openalex.org/keywords/renting","display_name":"Renting","score":0.6150451898574829},{"id":"https://openalex.org/keywords/metropolitan-area","display_name":"Metropolitan area","score":0.6018044948577881},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5920270681381226},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.5057129859924316},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49851441383361816},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3068671226501465},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.28652065992355347},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.26749151945114136},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1811276376247406},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11456272006034851}],"concepts":[{"id":"https://openalex.org/C82279013","wikidata":"https://www.wikidata.org/wiki/Q684740","display_name":"Real estate","level":2,"score":0.7708548307418823},{"id":"https://openalex.org/C2780623907","wikidata":"https://www.wikidata.org/wiki/Q106394435","display_name":"Disadvantaged","level":2,"score":0.7147268056869507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6321113705635071},{"id":"https://openalex.org/C85502023","wikidata":"https://www.wikidata.org/wiki/Q157171","display_name":"Renting","level":2,"score":0.6150451898574829},{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.6018044948577881},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5920270681381226},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.5057129859924316},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49851441383361816},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3068671226501465},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.28652065992355347},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.26749151945114136},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1811276376247406},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11456272006034851},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3461702.3462600","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3461702.3462600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W195054157","https://openalex.org/W1518830021","https://openalex.org/W1543889784","https://openalex.org/W1999380087","https://openalex.org/W2069870183","https://openalex.org/W2090883204","https://openalex.org/W2100960835","https://openalex.org/W2269646235","https://openalex.org/W2295739661","https://openalex.org/W2542081672","https://openalex.org/W2612327332","https://openalex.org/W2621141770","https://openalex.org/W2755458934","https://openalex.org/W2787991113","https://openalex.org/W2913573345","https://openalex.org/W2950344037","https://openalex.org/W2969884768","https://openalex.org/W3004797440","https://openalex.org/W3099751307","https://openalex.org/W3101589197","https://openalex.org/W3102518922","https://openalex.org/W3157172840","https://openalex.org/W4289328212","https://openalex.org/W4300879629"],"related_works":["https://openalex.org/W4366769580","https://openalex.org/W4212929323","https://openalex.org/W2350227609","https://openalex.org/W2045046253","https://openalex.org/W3140304255","https://openalex.org/W2494740635","https://openalex.org/W1632599465","https://openalex.org/W3177269507","https://openalex.org/W1563545158","https://openalex.org/W1546741102"],"abstract_inverted_index":{"Machine":[0],"Learning":[1],"(ML)":[2],"techniques":[3,50],"have":[4],"been":[5],"increasingly":[6],"adopted":[7],"by":[8],"the":[9,14,24,56,60,63,104,123,126],"real":[10,105],"estate":[11,106],"market":[12,25],"in":[13,69,83,114],"last":[15],"few":[16],"years.":[17,140],"Applications":[18],"include,":[19],"among":[20],"many":[21],"others,":[22],"predicting":[23],"value":[26],"of":[27,62,73,77,99,125,138],"a":[28,93,100,136],"property":[29],"or":[30],"an":[31],"area,":[32],"advanced":[33],"systems":[34,43],"for":[35,75,103,110],"managing":[36],"marketing":[37],"and":[38,41,59,71,95,132],"ads":[39],"campaigns,":[40],"recommendation":[42],"based":[44],"on":[45,130],"user":[46],"preferences.":[47],"While":[48],"these":[49],"can":[51,67],"provide":[52],"important":[53],"benefits":[54],"to":[55,86,122],"business":[57],"owners":[58],"users":[61],"platforms,":[64],"algorithmic":[65,97],"biases":[66],"result":[68],"inequalities":[70],"loss":[72],"opportunities":[74],"groups":[76],"people":[78],"who":[79],"are":[80],"already":[81],"disadvantaged":[82],"their":[84],"access":[85,121],"housing.":[87],"In":[88],"this":[89],"work,":[90],"we":[91],"present":[92],"comprehensive":[94],"independent":[96],"evaluation":[98],"recommender":[101],"system":[102],"market,":[107],"designed":[108],"specifically":[109],"finding":[111],"shared":[112],"apartments":[113],"metropolitan":[115],"areas.":[116],"We":[117],"were":[118],"granted":[119],"full":[120],"internals":[124],"platform,":[127],"including":[128],"details":[129],"algorithms":[131],"usage":[133],"data":[134],"during":[135],"period":[137],"2":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
