{"id":"https://openalex.org/W3081435198","doi":"https://doi.org/10.1145/3394486.3403360","title":"Identifying Homeless Youth At-Risk of Substance Use Disorder","display_name":"Identifying Homeless Youth At-Risk of Substance Use Disorder","publication_year":2020,"publication_date":"2020-08-20","ids":{"openalex":"https://openalex.org/W3081435198","doi":"https://doi.org/10.1145/3394486.3403360","mag":"3081435198"},"language":"en","primary_location":{"id":"doi:10.1145/3394486.3403360","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3394486.3403360","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3394486.3403360","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining","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/10.1145/3394486.3403360","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047602455","display_name":"Maryam Tabar","orcid":"https://orcid.org/0009-0005-8492-1310"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maryam Tabar","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059026169","display_name":"Heesoo Park","orcid":"https://orcid.org/0000-0002-4276-6843"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heesoo Park","raw_affiliation_strings":["Sungkyunkwan University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sungkyunkwan University, Seoul, South Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038938298","display_name":"Stephanie Winkler","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephanie Winkler","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405086","display_name":"Dongwon Lee","orcid":"https://orcid.org/0000-0001-8371-7629"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongwon Lee","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019485118","display_name":"Anamika Barman\u2010Adhikari","orcid":"https://orcid.org/0000-0002-3985-9520"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anamika Barman-Adhikari","raw_affiliation_strings":["University of Denver, Denver, CO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103827486","display_name":"Amulya Yadav","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amulya Yadav","raw_affiliation_strings":["The Pennsylvania State University, State College, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2231,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.90449348,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3092","last_page":"3100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11464","display_name":"Homelessness and Social Issues","score":1.0,"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":1.0,"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/T11645","display_name":"Urban, Neighborhood, and Segregation Studies","score":0.9836999773979187,"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/T10574","display_name":"Crime Patterns and Interventions","score":0.9776999950408936,"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/population","display_name":"Population","score":0.5325853824615479},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5144174695014954},{"id":"https://openalex.org/keywords/mental-illness","display_name":"Mental illness","score":0.4999525547027588},{"id":"https://openalex.org/keywords/substance-abuse","display_name":"Substance abuse","score":0.4616623520851135},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41393887996673584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3335907459259033},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.2616252303123474},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2139224112033844},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.1844640076160431},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.1830615997314453}],"concepts":[{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5325853824615479},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5144174695014954},{"id":"https://openalex.org/C2776674806","wikidata":"https://www.wikidata.org/wiki/Q12135","display_name":"Mental illness","level":3,"score":0.4999525547027588},{"id":"https://openalex.org/C40010229","wikidata":"https://www.wikidata.org/wiki/Q3184856","display_name":"Substance abuse","level":2,"score":0.4616623520851135},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41393887996673584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3335907459259033},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.2616252303123474},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2139224112033844},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.1844640076160431},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.1830615997314453},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3394486.3403360","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3394486.3403360","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3394486.3403360","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarsphere.psu.edu:520705d3-d0a5-4845-8fc5-68955d28c77d","is_oa":false,"landing_page_url":"https://scholarsphere.psu.edu/resources/520705d3-d0a5-4845-8fc5-68955d28c77d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401507","display_name":"ScholarSphere (Penn State Libraries)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3130638595","host_organization_name":"Pangasinan State University","host_organization_lineage":["https://openalex.org/I3130638595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3394486.3403360","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3394486.3403360","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3394486.3403360","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery &amp; Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1726689462","display_name":null,"funder_award_id":"1820609","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2466292668","display_name":null,"funder_award_id":"1934782","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3867987763","display_name":"EAGER: Training Computers and Humans to Detect Misinformation by Combining Computational and Theoretical Analysis","funder_award_id":"1742702","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5176691340","display_name":null,"funder_award_id":"2019-0-01590","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5382995392","display_name":null,"funder_award_id":"1915801","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8129964450","display_name":null,"funder_award_id":"1742702,1820609,1915801,1934782","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"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3081435198.pdf","grobid_xml":"https://content.openalex.org/works/W3081435198.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1746214591","https://openalex.org/W1748932423","https://openalex.org/W1965110664","https://openalex.org/W1972876832","https://openalex.org/W1988790447","https://openalex.org/W1999903623","https://openalex.org/W2001105467","https://openalex.org/W2003691658","https://openalex.org/W2033529270","https://openalex.org/W2050224012","https://openalex.org/W2064186732","https://openalex.org/W2100969413","https://openalex.org/W2101278031","https://openalex.org/W2114438236","https://openalex.org/W2118400122","https://openalex.org/W2124776405","https://openalex.org/W2127042676","https://openalex.org/W2131446601","https://openalex.org/W2147668737","https://openalex.org/W2148143831","https://openalex.org/W2153635508","https://openalex.org/W2169178923","https://openalex.org/W2295598076","https://openalex.org/W2471883051","https://openalex.org/W2512849486","https://openalex.org/W2540755909","https://openalex.org/W2621014579","https://openalex.org/W2755930302","https://openalex.org/W2757953333","https://openalex.org/W2759566063","https://openalex.org/W2805213383","https://openalex.org/W2898548574","https://openalex.org/W2911825241","https://openalex.org/W2914653626","https://openalex.org/W2930107260","https://openalex.org/W2941717937","https://openalex.org/W2946115028","https://openalex.org/W2970382658","https://openalex.org/W3085162807","https://openalex.org/W3102476541","https://openalex.org/W4246259708","https://openalex.org/W4247496126","https://openalex.org/W4281687410","https://openalex.org/W4294307687"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4297999926","https://openalex.org/W2217154547","https://openalex.org/W2751598822","https://openalex.org/W4295846964","https://openalex.org/W3035328369","https://openalex.org/W2931662336","https://openalex.org/W3116052352","https://openalex.org/W2077865380","https://openalex.org/W2134894512"],"abstract_inverted_index":{"Substance":[0],"Use":[1],"Disorder":[2,254],"(SUD)":[3],"is":[4,51,69,278],"a":[5,87,116,142,173],"devastating":[6],"disease":[7],"that":[8,212,250],"leads":[9],"to":[10,28,47,53,120,129,154,168,271,273],"significant":[11],"mental":[12],"and":[13,43,58,112,194,256],"behavioral":[14],"impairments.":[15],"Its":[16],"negative":[17],"effects":[18],"damage":[19],"the":[20,92,101,135,163,198,204,221,230,238,290],"homeless":[21,65,81,148,166,265],"youth":[22,149,167,266],"population":[23,183],"more":[24],"severely":[25],"(as":[26],"compared":[27],"stably":[29],"housed":[30],"counterparts)":[31],"because":[32,267],"of":[33,165,176,200,226,241,268],"their":[34,110,269],"high-risk":[35],"behaviors.":[36],"To":[37],"assist":[38],"policymakers":[39],"in":[40,91,100,109,122,280],"devising":[41],"effective":[42],"accurate":[44,156],"long-term":[45],"strategies":[46],"mitigate":[48],"SUD,":[49],"it":[50],"necessary":[52],"critically":[54],"analyze":[55,98],"environmental,":[56],"psychological,":[57],"other":[59,245],"factors":[60,76,103,119,177,205],"associated":[61,77,102,178,189,206,261],"with":[62,78,106,179,190,207,262,282],"SUD":[63,79,105,121,180,231,263],"among":[64,80,181,244,264],"youth.":[66,82],"Unfortunately,":[67],"there":[68,84],"no":[70],"definitive":[71],"data-driven":[72],"study":[73],"on":[74,203,229],"analyzing":[75,185],"While":[83],"have":[85],"been":[86],"few":[88,117],"prior":[89],"studies":[90],"past,":[93],"they":[94],"(i)":[95,139],"do":[96],"not":[97],"variation":[99],"for":[104,161,292],"geographical":[107,201],"heterogeneity":[108,202],"studies;":[111],"(ii)":[113,170],"only":[114],"consider":[115],"contributing":[118],"relatively":[123],"small":[124],"samples.":[125],"This":[126,276],"work":[127,277,284],"aims":[128],"fill":[130],"this":[131,182],"gap":[132],"by":[133,184],"making":[134],"following":[136],"three":[137],"contributions:":[138],"we":[140,171,196,247],"use":[141],"real-world":[143],"dataset":[144],"collected":[145],"from":[146],"~1,400":[147],"(across":[150],"six":[151],"American":[152],"states)":[153],"build":[155],"Machine":[157],"Learning":[158],"(ML)":[159],"models":[160],"predicting":[162],"susceptibility":[164],"SUD;":[169],"find":[172,249],"representative":[174],"set":[175],"feature":[186],"importance":[187],"values":[188],"our":[191,213],"ML":[192],"models;":[193],"(iii)":[195],"investigate":[197],"effect":[199],"SUD.":[208],"Our":[209],"results":[210,291],"show":[211],"system":[214],"using":[215],"adaptively":[216],"boosted":[217],"decision":[218],"trees":[219],"achieves":[220],"best":[222],"predictive":[223],"accuracy":[224],"out":[225],"several":[227],"algorithms":[228],"prediction":[232],"task,":[233],"achieving":[234],"an":[235],"Area":[236],"Under":[237],"ROC":[239],"Curve":[240],"0.85.":[242],"Further,":[243],"things,":[246],"also":[248],"both":[251],"Post-Traumatic":[252],"Stress":[253],"(PTSD)":[255],"depression":[257],"are":[258,287],"very":[259],"strongly":[260],"propensity":[270],"self-medicate":[272],"alleviate":[274],"stress.":[275],"done":[279],"collaboration":[281],"social":[283],"scientists,":[285],"who":[286],"currently":[288],"evaluating":[289],"potential":[293],"future":[294],"deployment.":[295]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
