{"id":"https://openalex.org/W3134621928","doi":"https://doi.org/10.1145/3442188.3445904","title":"An Agent-based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy","display_name":"An Agent-based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy","publication_year":2021,"publication_date":"2021-02-25","ids":{"openalex":"https://openalex.org/W3134621928","doi":"https://doi.org/10.1145/3442188.3445904","mag":"3134621928"},"language":"en","primary_location":{"id":"doi:10.1145/3442188.3445904","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3442188.3445904","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 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2103.03332","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Stefania Ionescu","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Stefania Ionescu","raw_affiliation_strings":["University of Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anik\u00f3 Hann\u00e1k","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Anik\u00f3 Hann\u00e1k","raw_affiliation_strings":["University of Z\u00fcrich, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Z\u00fcrich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kenneth Joseph","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth Joseph","raw_affiliation_strings":["University at Buffalo, Buffalo, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9526,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9535878,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"412","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13632","display_name":"Marriage and Sexual Relationships","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13632","display_name":"Marriage and Sexual Relationships","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12335","display_name":"Sexuality, Behavior, and Technology","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9700000286102295,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/psychological-intervention","display_name":"Psychological intervention","score":0.852400004863739},{"id":"https://openalex.org/keywords/odds","display_name":"Odds","score":0.6316999793052673},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5856000185012817},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5577999949455261},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4993000030517578},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.47780001163482666},{"id":"https://openalex.org/keywords/sociocultural-evolution","display_name":"Sociocultural evolution","score":0.454800009727478}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.852400004863739},{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.6316999793052673},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5856000185012817},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5577999949455261},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4993000030517578},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.47780001163482666},{"id":"https://openalex.org/C196187386","wikidata":"https://www.wikidata.org/wiki/Q1050187","display_name":"Sociocultural evolution","level":2,"score":0.454800009727478},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.4417000114917755},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43389999866485596},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4318000078201294},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3734999895095825},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.36660000681877136},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3499000072479248},{"id":"https://openalex.org/C56995899","wikidata":"https://www.wikidata.org/wiki/Q1126687","display_name":"Focus group","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2896000146865845},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.2865999937057495},{"id":"https://openalex.org/C3020759390","wikidata":"https://www.wikidata.org/wiki/Q4880694","display_name":"Behaviour change","level":3,"score":0.2815000116825104},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2718999981880188},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.26980000734329224},{"id":"https://openalex.org/C45555294","wikidata":"https://www.wikidata.org/wiki/Q28113351","display_name":"Inequality","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.2606000006198883}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3442188.3445904","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3442188.3445904","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 ACM Conference on Fairness, Accountability, and Transparency","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2103.03332","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.03332","pdf_url":"https://arxiv.org/pdf/2103.03332","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2103.03332","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2103.03332","pdf_url":"https://arxiv.org/pdf/2103.03332","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1516027346","display_name":null,"funder_award_id":"IIS-1939579","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4365901477","display_name":"FAI: Building a Fair Recommender System for Foster Care Services within the Constraints of a Sociotechnical System","funder_award_id":"1939579","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5258178303","display_name":null,"funder_award_id":"IIS-1939179","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W147560515","https://openalex.org/W1599154021","https://openalex.org/W1768463231","https://openalex.org/W1977578104","https://openalex.org/W1979128462","https://openalex.org/W2016394029","https://openalex.org/W2068115726","https://openalex.org/W2070340005","https://openalex.org/W2092760199","https://openalex.org/W2094220303","https://openalex.org/W2096885425","https://openalex.org/W2109602921","https://openalex.org/W2109882182","https://openalex.org/W2112910406","https://openalex.org/W2128340555","https://openalex.org/W2130282686","https://openalex.org/W2130354913","https://openalex.org/W2137805816","https://openalex.org/W2147367858","https://openalex.org/W2152907289","https://openalex.org/W2162068690","https://openalex.org/W2167914004","https://openalex.org/W2230959951","https://openalex.org/W2263796036","https://openalex.org/W2404587400","https://openalex.org/W2529251251","https://openalex.org/W2565284482","https://openalex.org/W2902567760","https://openalex.org/W2909551589","https://openalex.org/W2969738163","https://openalex.org/W2992319600","https://openalex.org/W2999616218","https://openalex.org/W3013778941","https://openalex.org/W3033386295","https://openalex.org/W3125469226","https://openalex.org/W4254129346","https://openalex.org/W4289328212"],"related_works":[],"abstract_inverted_index":{"Perhaps":[0],"the":[1,6,13,22,83,111,125,136,168,181,215,219,229],"most":[2],"controversial":[3],"questions":[4,84],"in":[5,131,198,201],"study":[7],"of":[8,113,116,127,141,170,183,221,235],"online":[9,47,121,161],"platforms":[10,17,163],"today":[11],"surround":[12],"extent":[14],"to":[15,20,44,57,65,82,88,166,188,226],"which":[16,149],"can":[18,42],"intervene":[19],"reduce":[21],"societal":[23],"ills":[24],"perpetrated":[25],"on":[26,118,124],"them.":[27],"Up":[28],"for":[29],"debate":[30],"is":[31,55,63,71,76,151,186],"whether":[32],"there":[33],"exist":[34],"any":[35,184],"effective":[36,197],"and":[37,79,93,179,232],"lasting":[38],"interventions":[39,117,160,194,237],"a":[40,114,119,139,145,212,239],"platform":[41,123,240],"adopt":[43],"address,":[45],"e.g.,":[46],"bullying,":[48],"or":[49],"if":[50],"other,":[51],"more":[52],"far-reaching":[53],"change":[54],"necessary":[56],"address":[58],"such":[59,67],"problems.":[60],"Empirical":[61],"work":[62,154,217],"critical":[64,146],"addressing":[66],"questions.":[68],"But":[69],"it":[70,75],"also":[72],"challenging,":[73],"because":[74],"time-consuming,":[77],"expensive,":[78],"sometimes":[80],"limited":[81,177],"companies":[85],"are":[86,144,196,204],"willing":[87],"ask.":[89],"To":[90],"help":[91,227],"focus":[92],"inform":[94],"this":[95],"empirical":[96],"work,":[97],"we":[98,109],"here":[99],"propose":[100],"an":[101,107,132,223],"agent-based":[102],"modeling":[103],"(ABM)":[104],"approach.":[105],"As":[106],"application,":[108],"analyze":[110],"impact":[112],"set":[115],"simulated":[120],"dating":[122,162],"lack":[126,140],"long-term":[128,202],"interracial":[129,142,171],"relationships":[130,143,172,203],"artificial":[133],"society.":[134],"In":[135],"real":[137],"world,":[138],"vehicle":[147],"through":[148],"inequality":[150],"maintained.":[152],"Our":[153],"shows":[155,218],"that":[156,180,195,238],"many":[157],"previously":[158],"hypothesized":[159],"could":[164,241],"take":[165],"increase":[167],"number":[169],"from":[173],"their":[174],"website":[175],"have":[176],"effects,":[178],"effectiveness":[182],"intervention":[185],"subject":[187],"assumptions":[189],"about":[190],"sociocultural":[191],"structure.":[192],"Further,":[193],"increasing":[199],"diversity":[200],"at":[205],"odds":[206],"with":[207],"platforms'":[208],"profit-oriented":[209],"goals.":[210],"At":[211],"general":[213],"level,":[214],"present":[216],"value":[220],"using":[222],"ABM":[224],"approach":[225],"understand":[228],"potential":[230],"effects":[231,234],"side":[233],"different":[236],"take.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2021-03-15T00:00:00"}