{"id":"https://openalex.org/W4366547557","doi":"https://doi.org/10.1145/3544548.3581010","title":"\u201cWho is the right homeless client?\u201d: Values in Algorithmic Homelessness Service Provision and Machine Learning Research","display_name":"\u201cWho is the right homeless client?\u201d: Values in Algorithmic Homelessness Service Provision and Machine Learning Research","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366547557","doi":"https://doi.org/10.1145/3544548.3581010"},"language":"en","primary_location":{"id":"doi:10.1145/3544548.3581010","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3581010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing 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/A5070726213","display_name":"Dilruba Showkat","orcid":"https://orcid.org/0000-0003-3362-5800"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dilruba Showkat","raw_affiliation_strings":["Khoury College of Computer Science, Northeastern University, United States"],"raw_orcid":"https://orcid.org/0000-0003-3362-5800","affiliations":[{"raw_affiliation_string":"Khoury College of Computer Science, Northeastern University, United States","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073900118","display_name":"Angela D. R. Smith","orcid":"https://orcid.org/0000-0001-5546-5452"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angela D. R. Smith","raw_affiliation_strings":["School of Information, University of Texas at Austin, United States"],"raw_orcid":"https://orcid.org/0000-0001-5546-5452","affiliations":[{"raw_affiliation_string":"School of Information, University of Texas at Austin, United States","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016168368","display_name":"Lingqing Wang","orcid":"https://orcid.org/0000-0001-5888-3545"},"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":"Wang Lingqing","raw_affiliation_strings":["Department of Industrial Engineering, Tsinghua University, China"],"raw_orcid":"https://orcid.org/0000-0001-5888-3545","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062258537","display_name":"Alexandra To","orcid":"https://orcid.org/0000-0001-7298-7607"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandra To","raw_affiliation_strings":["Art + Design and Khoury College of Computer Science, Northeastern University, United States"],"raw_orcid":"https://orcid.org/0000-0001-7298-7607","affiliations":[{"raw_affiliation_string":"Art + Design and Khoury College of Computer Science, Northeastern University, United States","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.6355,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97404412,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11464","display_name":"Homelessness and Social Issues","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11464","display_name":"Homelessness and Social Issues","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11817","display_name":"Housing, Finance, and Neoliberalism","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9509000182151794,"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/novelty","display_name":"Novelty","score":0.6151377558708191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4974088966846466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39386624097824097},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3542831838130951},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3523508608341217},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33813154697418213},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.33707207441329956},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3309869170188904},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3222893178462982},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2727227210998535},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2107866108417511}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6151377558708191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4974088966846466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39386624097824097},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3542831838130951},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3523508608341217},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33813154697418213},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.33707207441329956},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3309869170188904},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3222893178462982},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2727227210998535},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2107866108417511}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3544548.3581010","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3581010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.44999998807907104,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":115,"referenced_works":["https://openalex.org/W1500693574","https://openalex.org/W1598003352","https://openalex.org/W1776244449","https://openalex.org/W1924764599","https://openalex.org/W1967001385","https://openalex.org/W1974479022","https://openalex.org/W1979845989","https://openalex.org/W1980895228","https://openalex.org/W1982029357","https://openalex.org/W2006447892","https://openalex.org/W2013423621","https://openalex.org/W2015392886","https://openalex.org/W2045806951","https://openalex.org/W2051736758","https://openalex.org/W2057862403","https://openalex.org/W2073009227","https://openalex.org/W2095709171","https://openalex.org/W2096785378","https://openalex.org/W2098652735","https://openalex.org/W2121601539","https://openalex.org/W2123675409","https://openalex.org/W2127042676","https://openalex.org/W2128336124","https://openalex.org/W2150832147","https://openalex.org/W2163023320","https://openalex.org/W2296463440","https://openalex.org/W2343205491","https://openalex.org/W2402661097","https://openalex.org/W2405023176","https://openalex.org/W2490228895","https://openalex.org/W2588064451","https://openalex.org/W2610281615","https://openalex.org/W2747679330","https://openalex.org/W2765146466","https://openalex.org/W2769337499","https://openalex.org/W2771827553","https://openalex.org/W2786242872","https://openalex.org/W2791624700","https://openalex.org/W2806845431","https://openalex.org/W2897042519","https://openalex.org/W2897702578","https://openalex.org/W2898911770","https://openalex.org/W2904715593","https://openalex.org/W2909013523","https://openalex.org/W2940931892","https://openalex.org/W2941766203","https://openalex.org/W2942227409","https://openalex.org/W2942399136","https://openalex.org/W2943020429","https://openalex.org/W2946841489","https://openalex.org/W2955063409","https://openalex.org/W2971867419","https://openalex.org/W2988595016","https://openalex.org/W2989540417","https://openalex.org/W2991015884","https://openalex.org/W2996143411","https://openalex.org/W2997591727","https://openalex.org/W3000912728","https://openalex.org/W3013487345","https://openalex.org/W3022840527","https://openalex.org/W3024461402","https://openalex.org/W3029504795","https://openalex.org/W3030096167","https://openalex.org/W3032484682","https://openalex.org/W3034258435","https://openalex.org/W3046777341","https://openalex.org/W3081066662","https://openalex.org/W3081435198","https://openalex.org/W3087528248","https://openalex.org/W3094939435","https://openalex.org/W3095415574","https://openalex.org/W3100046612","https://openalex.org/W3100121331","https://openalex.org/W3100279624","https://openalex.org/W3108126053","https://openalex.org/W3125798375","https://openalex.org/W3136792780","https://openalex.org/W3155689111","https://openalex.org/W3161290911","https://openalex.org/W3162309826","https://openalex.org/W3170294408","https://openalex.org/W3170340849","https://openalex.org/W3172101419","https://openalex.org/W3174220540","https://openalex.org/W3176042808","https://openalex.org/W3176811598","https://openalex.org/W3186947646","https://openalex.org/W3195398673","https://openalex.org/W3196441059","https://openalex.org/W3205805977","https://openalex.org/W3206182128","https://openalex.org/W3206271843","https://openalex.org/W3212368439","https://openalex.org/W4205786770","https://openalex.org/W4206908526","https://openalex.org/W4221153193","https://openalex.org/W4225001019","https://openalex.org/W4225109361","https://openalex.org/W4225153486","https://openalex.org/W4225156763","https://openalex.org/W4225164677","https://openalex.org/W4235634678","https://openalex.org/W4250532311","https://openalex.org/W4281399861","https://openalex.org/W4281982030","https://openalex.org/W4283167551","https://openalex.org/W4284965191","https://openalex.org/W4285091646","https://openalex.org/W4288083705","https://openalex.org/W4300003134","https://openalex.org/W4301586622","https://openalex.org/W4308789076","https://openalex.org/W4309618888","https://openalex.org/W6778883912","https://openalex.org/W6885072309"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W3126131230","https://openalex.org/W2347541121","https://openalex.org/W2080951048","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2390346111","https://openalex.org/W3011883280","https://openalex.org/W2369082698","https://openalex.org/W2401808953"],"abstract_inverted_index":{"Homelessness":[0],"presents":[1],"a":[2,52,61],"long-standing":[3],"problem":[4],"worldwide.":[5],"Like":[6],"other":[7],"welfare":[8],"services,":[9],"homeless":[10],"services":[11],"have":[12],"gained":[13],"increased":[14],"traction":[15],"in":[16,29,65,84],"Machine":[17],"Learning":[18],"(ML)":[19],"research.":[20,70],"Unhoused":[21],"persons":[22,101],"are":[23],"vulnerable":[24,141],"and":[25,40,79,94,115,130],"using":[26],"their":[27],"data":[28,127],"the":[30,37,74,124,136],"ML":[31,45,66,110],"pipeline":[32],"raises":[33],"serious":[34],"concerns":[35],"about":[36],"unintended":[38],"harms":[39],"consequences":[41],"of":[42,55,76,112,126],"prioritizing":[43],"different":[44],"values.":[46],"To":[47],"address":[48],"this,":[49],"we":[50],"conducted":[51],"critical":[53],"analysis":[54],"40":[56],"research":[57],"papers":[58],"identified":[59],"through":[60],"systematic":[62],"literature":[63],"review":[64],"homelessness":[67],"service":[68],"provision":[69],"We":[71],"found":[72],"that":[73],"values":[75],"novelty,":[77],"performance,":[78],"identifying":[80],"limitations":[81],"were":[82,102,106],"uplifted":[83],"these":[85],"papers,":[86],"whereas":[87],"(in)efficiency,":[88],"(low/high)":[89],"cost,":[90],"fast,":[91],"(violated)":[92],"privacy,":[93],"(homeless":[95],"condition)":[96],"reproducibility":[97],"valuescollapse.":[98],"Consequently,":[99],"unhoused":[100],"lost":[103],"(i.e.,":[104],"humans":[105,134],"deprioritized)":[107],"at":[108,123,135],"multi-level":[109],"abstraction":[111],"predictors,":[113],"categories,":[114],"algorithms.":[116],"Our":[117],"findings":[118],"illuminate":[119],"potential":[120],"pathways":[121],"forward":[122],"intersection":[125],"science,":[128],"HCI":[129],"STS":[131],"by":[132],"situating":[133],"center":[137],"to":[138],"support":[139],"this":[140],"community.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}