{"id":"https://openalex.org/W3170568799","doi":"https://doi.org/10.1145/3447548.3467095","title":"Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability","display_name":"Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability","publication_year":2021,"publication_date":"2021-08-12","ids":{"openalex":"https://openalex.org/W3170568799","doi":"https://doi.org/10.1145/3447548.3467095","mag":"3170568799"},"language":"en","primary_location":{"id":"doi:10.1145/3447548.3467095","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3447548.3467095","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3447548.3467095","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGKDD 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/10.1145/3447548.3467095","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026924748","display_name":"Ha Xuan Tran","orcid":"https://orcid.org/0000-0002-8934-7806"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ha Xuan Tran","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035846381","display_name":"Thuc Duy Le","orcid":"https://orcid.org/0000-0002-9732-4313"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thuc Duy Le","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012177739","display_name":"Jiuyong Li","orcid":"https://orcid.org/0000-0002-9023-1878"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiuyong Li","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100383342","display_name":"Lin Liu","orcid":"https://orcid.org/0000-0003-2843-5738"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lin Liu","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029442609","display_name":"Jixue Liu","orcid":"https://orcid.org/0000-0002-0794-0404"},"institutions":[{"id":"https://openalex.org/I170239107","display_name":"University of South Australia","ror":"https://ror.org/01p93h210","country_code":"AU","type":"education","lineage":["https://openalex.org/I170239107"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jixue Liu","raw_affiliation_strings":["University of South Australia, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"University of South Australia, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I170239107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032616837","display_name":"Yanchang Zhao","orcid":"https://orcid.org/0000-0002-0209-3971"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yanchang Zhao","raw_affiliation_strings":["CSIRO, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Canberra, Australia","institution_ids":["https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103041621","display_name":"Tony Waters","orcid":"https://orcid.org/0009-0008-5991-484X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tony Waters","raw_affiliation_strings":["Maxima Training Group (Aust) Ltd., Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Maxima Training Group (Aust) Ltd., Adelaide, SA, Australia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5026924748"],"corresponding_institution_ids":["https://openalex.org/I170239107"],"apc_list":null,"apc_paid":null,"fwci":2.3397,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89210262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3616","last_page":"3626"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11514","display_name":"Disability Education and Employment","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11514","display_name":"Disability Education and Employment","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11631","display_name":"Retirement, Disability, and Employment","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"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/counterfactual-thinking","display_name":"Counterfactual thinking","score":0.9036462306976318},{"id":"https://openalex.org/keywords/employability","display_name":"Employability","score":0.8254993557929993},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.6586463451385498},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.646152138710022},{"id":"https://openalex.org/keywords/seekers","display_name":"Seekers","score":0.6232552528381348},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.506133496761322},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.4829849302768707},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3251981735229492},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31360554695129395},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.15107905864715576}],"concepts":[{"id":"https://openalex.org/C108650721","wikidata":"https://www.wikidata.org/wiki/Q1783253","display_name":"Counterfactual thinking","level":2,"score":0.9036462306976318},{"id":"https://openalex.org/C15302153","wikidata":"https://www.wikidata.org/wiki/Q470863","display_name":"Employability","level":2,"score":0.8254993557929993},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.6586463451385498},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.646152138710022},{"id":"https://openalex.org/C2776493517","wikidata":"https://www.wikidata.org/wiki/Q1479542","display_name":"Seekers","level":2,"score":0.6232552528381348},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.506133496761322},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.4829849302768707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3251981735229492},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31360554695129395},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.15107905864715576},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3447548.3467095","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3447548.3467095","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3447548.3467095","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery &amp; Data Mining","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3447548.3467095","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3447548.3467095","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3447548.3467095","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery &amp; Data Mining","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3170568799.pdf","grobid_xml":"https://content.openalex.org/works/W3170568799.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1524326598","https://openalex.org/W1974449456","https://openalex.org/W1976459656","https://openalex.org/W2010583686","https://openalex.org/W2045803758","https://openalex.org/W2063375245","https://openalex.org/W2086552842","https://openalex.org/W2092470505","https://openalex.org/W2113339754","https://openalex.org/W2132917208","https://openalex.org/W2133401789","https://openalex.org/W2138299111","https://openalex.org/W2140899775","https://openalex.org/W2143130314","https://openalex.org/W2143891888","https://openalex.org/W2145878099","https://openalex.org/W2156948130","https://openalex.org/W2208550830","https://openalex.org/W2212399148","https://openalex.org/W2248522522","https://openalex.org/W2295033578","https://openalex.org/W2305754340","https://openalex.org/W2342645056","https://openalex.org/W2599567958","https://openalex.org/W2619014254","https://openalex.org/W2624816748","https://openalex.org/W2751933316","https://openalex.org/W2785777814","https://openalex.org/W2897356390","https://openalex.org/W2905278593","https://openalex.org/W2945111919","https://openalex.org/W2962923645","https://openalex.org/W2963218586","https://openalex.org/W2974094997","https://openalex.org/W3103988283","https://openalex.org/W3121901426","https://openalex.org/W3122128060","https://openalex.org/W3122193054","https://openalex.org/W3123728209","https://openalex.org/W3138568998","https://openalex.org/W4285719527","https://openalex.org/W6681551524"],"related_works":["https://openalex.org/W2366940568","https://openalex.org/W2391562674","https://openalex.org/W3201448254","https://openalex.org/W2905433371","https://openalex.org/W2999092794","https://openalex.org/W4286970243","https://openalex.org/W2948786746","https://openalex.org/W4389571517","https://openalex.org/W2368345821","https://openalex.org/W2964449086"],"abstract_inverted_index":{"In":[0,75],"Disability":[1],"Employment":[2],"Services":[3],"(DES),":[4],"a":[5,80,106,111,130,135],"growing":[6],"problem":[7,34,58],"is":[8,186],"recommending":[9],"to":[10,27,38,47,83,115,163,191],"disabled":[11,146],"job":[12,147,172,178],"seekers":[13,179],"which":[14],"skill":[15,26],"should":[16],"be":[17],"upgraded":[18],"and":[19,129,157],"the":[20,49,85,151],"best":[21,159],"level":[22],"for":[23,64,67,72,120,161,188,194],"upgrading":[24],"this":[25,76],"increase":[28,164],"their":[29,158],"employment":[30,45,96,195],"potential":[31],"most.":[32],"This":[33,185],"involves":[35],"counterfactual":[36,107],"reasoning":[37,108],"infer":[39],"causal":[40,69,93,198],"effect":[41],"of":[42,95,142,145,182],"factors":[43,94,156],"on":[44,125],"status":[46,97],"recommend":[48],"most":[50,167],"effective":[51,155,168],"intervention.":[52],"Related":[53],"methods":[54],"cannot":[55],"solve":[56],"our":[57,201],"adequately":[59],"since":[60],"they":[61],"are":[62,98],"developed":[63],"non-counterfactual":[65],"challenges,":[66],"binary":[68],"factors,":[70],"or":[71],"randomized":[73],"trials.":[74],"paper,":[77],"we":[78],"present":[79],"causality-based":[81],"method":[82,88],"tackle":[84],"problem.":[86],"The":[87,166],"includes":[89],"two":[90],"stages":[91],"where":[92],"first":[99],"detected":[100],"from":[101,134,150],"data.":[102],"We":[103],"then":[104],"combine":[105],"framework":[109],"with":[110],"machine":[112],"learning":[113],"approach":[114],"build":[116],"an":[117],"interpretable":[118],"model":[119,175],"generating":[121],"personalized":[122],"recommendations.":[123],"Experiments":[124],"both":[126],"synthetic":[127],"datasets":[128],"real":[131],"case":[132,152],"study":[133,153],"DES":[136,189,205],"provider":[137],"show":[138],"consistent":[139],"promising":[140],"performance":[141],"improving":[143],"employability":[144,183],"seekers.":[148,173],"Results":[149],"disclose":[154],"levels":[160],"intervention":[162,169],"employability.":[165],"varies":[170],"among":[171],"Our":[174],"can":[176],"separate":[177],"by":[180],"degree":[181],"increase.":[184],"helpful":[187],"providers":[190],"allocate":[192],"resources":[193],"assistance.":[196],"Moreover,":[197],"interpretability":[199],"makes":[200],"recommendations":[202],"actionable":[203],"in":[204],"business":[206],"practice.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
