{"id":"https://openalex.org/W4384030219","doi":"https://doi.org/10.1145/3607875","title":"Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning","display_name":"Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384030219","doi":"https://doi.org/10.1145/3607875"},"language":"en","primary_location":{"id":"doi:10.1145/3607875","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3607875","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607875","source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3607875","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075007087","display_name":"Dazhong Shen","orcid":"https://orcid.org/0000-0002-3947-4153"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391012619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dazhong Shen","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, China"],"raw_orcid":"https://orcid.org/0000-0002-3947-4153","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049015446","display_name":"Hengshu Zhu","orcid":"https://orcid.org/0000-0003-4570-643X"},"institutions":[{"id":"https://openalex.org/I4210157345","display_name":"Venus Medtech (China)","ror":"https://ror.org/05xzt2h26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210157345"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hengshu Zhu","raw_affiliation_strings":["Career Science Lab, BOSS Zhipin, China"],"raw_orcid":"https://orcid.org/0000-0003-4570-643X","affiliations":[{"raw_affiliation_string":"Career Science Lab, BOSS Zhipin, China","institution_ids":["https://openalex.org/I4210157345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068405466","display_name":"Keli Xiao","orcid":"https://orcid.org/0000-0001-6494-1174"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keli Xiao","raw_affiliation_strings":["Stony Brook University, USA"],"raw_orcid":"https://orcid.org/0000-0001-6494-1174","affiliations":[{"raw_affiliation_string":"Stony Brook University, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052913961","display_name":"Xi Zhang","orcid":"https://orcid.org/0000-0002-1105-9417"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhang","raw_affiliation_strings":["Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0002-1105-9417","affiliations":[{"raw_affiliation_string":"Tianjin University, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101862104","display_name":"Hui Xiong","orcid":"https://orcid.org/0000-0001-6016-6465"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hui Xiong","raw_affiliation_strings":["The Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou), China and The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-6016-6465","affiliations":[{"raw_affiliation_string":"The Thrust of Artificial Intelligence, The Hong Kong University of Science and Technology (Guangzhou), China and The Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075007087"],"corresponding_institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4391012619"],"apc_list":null,"apc_paid":null,"fwci":1.2904,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78320313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"14","issue":"3","first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11040","display_name":"Personality Traits and Psychology","score":0.9922999739646912,"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/T13283","display_name":"Mental Health Research Topics","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6465691328048706},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.5756387710571289},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.4931337535381317},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4908669590950012},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4722045361995697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43306082487106323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.407292902469635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3502674996852875},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3299291729927063},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.2901296615600586},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14847299456596375},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11917775869369507}],"concepts":[{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6465691328048706},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.5756387710571289},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.4931337535381317},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4908669590950012},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4722045361995697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43306082487106323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.407292902469635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3502674996852875},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3299291729927063},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2901296615600586},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14847299456596375},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11917775869369507},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3607875","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3607875","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607875","source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-132518","is_oa":false,"landing_page_url":"https://repository.hkust.edu.hk/ir/Record/1783.1-132518","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3607875","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1145/3607875","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607875","source":{"id":"https://openalex.org/S4210170305","display_name":"ACM Transactions on Management Information Systems","issn_l":"2158-656X","issn":["2158-656X","2158-6578"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Management Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G218398208","display_name":null,"funder_award_id":"72241432","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G398745189","display_name":null,"funder_award_id":"2020YFA0908600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8387821862","display_name":null,"funder_award_id":"2020YFA0908600","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320318547","display_name":"Baidu","ror":"https://ror.org/03vs3wt56"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384030219.pdf","grobid_xml":"https://content.openalex.org/works/W4384030219.grobid-xml"},"referenced_works_count":69,"referenced_works":["https://openalex.org/W187175050","https://openalex.org/W571856966","https://openalex.org/W634842603","https://openalex.org/W1554540371","https://openalex.org/W1584331217","https://openalex.org/W1969944752","https://openalex.org/W1973871257","https://openalex.org/W1988926249","https://openalex.org/W1991024549","https://openalex.org/W2002349151","https://openalex.org/W2003088314","https://openalex.org/W2020701663","https://openalex.org/W2023545928","https://openalex.org/W2024256256","https://openalex.org/W2035426972","https://openalex.org/W2058818389","https://openalex.org/W2070977711","https://openalex.org/W2072644219","https://openalex.org/W2076712079","https://openalex.org/W2083625563","https://openalex.org/W2104750295","https://openalex.org/W2112763287","https://openalex.org/W2113775617","https://openalex.org/W2130978632","https://openalex.org/W2135444092","https://openalex.org/W2139382679","https://openalex.org/W2140124448","https://openalex.org/W2140910804","https://openalex.org/W2149298154","https://openalex.org/W2149462219","https://openalex.org/W2154868463","https://openalex.org/W2156693754","https://openalex.org/W2157023397","https://openalex.org/W2168432963","https://openalex.org/W2171343266","https://openalex.org/W2178566530","https://openalex.org/W2271604252","https://openalex.org/W2477394872","https://openalex.org/W2514517101","https://openalex.org/W2585378574","https://openalex.org/W2591957553","https://openalex.org/W2608239929","https://openalex.org/W2615396962","https://openalex.org/W2797861618","https://openalex.org/W2883381738","https://openalex.org/W2885654071","https://openalex.org/W2896457183","https://openalex.org/W2914059076","https://openalex.org/W2976091991","https://openalex.org/W2990138404","https://openalex.org/W3004561114","https://openalex.org/W3012561861","https://openalex.org/W3121736426","https://openalex.org/W3191804854","https://openalex.org/W3198193660","https://openalex.org/W3213087399","https://openalex.org/W4200412261","https://openalex.org/W4211161645","https://openalex.org/W4220774147","https://openalex.org/W4230792291","https://openalex.org/W4231510805","https://openalex.org/W4236145915","https://openalex.org/W4252473069","https://openalex.org/W4280565897","https://openalex.org/W4311415873","https://openalex.org/W4380447165","https://openalex.org/W4385245566","https://openalex.org/W6739901393","https://openalex.org/W6791278518"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W2385118824","https://openalex.org/W2358230867","https://openalex.org/W2367747139","https://openalex.org/W2359476137","https://openalex.org/W2362165903","https://openalex.org/W3204066640"],"abstract_inverted_index":{"Personality":[0],"has":[1,22],"been":[2],"considered":[3],"as":[4],"a":[5,63,108,148],"driving":[6],"factor":[7],"for":[8,43,188],"work":[9,35,52,124,137,201],"engagement,":[10],"which":[11],"significantly":[12],"affects":[13],"people\u2019s":[14,190],"role":[15],"performance":[16],"at":[17],"work.":[18],"Although":[19],"existing":[20],"research":[21],"provided":[23],"some":[24],"intuitive":[25],"understanding":[26,189],"of":[27,90,186],"the":[28,87,91,103,130,165,184],"connection":[29],"between":[30,133,152],"personality":[31,45,77,119,141,191],"traits":[32,192],"and":[33,50,78,123,135,142,156,180,197],"employees\u2019":[34],"behaviors,":[36],"it":[37],"still":[38],"lacks":[39],"effective":[40],"quantitative":[41,181],"tools":[42],"modeling":[44],"traits,":[46,120],"job":[47,121,143,195],"position":[48,144],"characteristics,":[49],"employee":[51,157],"behaviors":[53,138],"simultaneously.":[54],"To":[55],"this":[56,59,153],"end,":[57],"in":[58,193],"article,":[60],"we":[61,161],"introduce":[62],"data-driven":[64],"joint":[65,73,116],"Bayesian":[66],"learning":[67],"approach,":[68],"Joint-PJB,":[69],"to":[70,113,171],"discover":[71],"explainable":[72],"patterns":[74,117,167],"from":[75,107,118],"massive":[76],"job-position-related":[79],"behavioral":[80,93],"data.":[81],"Specifically,":[82],"Joint-PJB":[83,111,187],"is":[84],"designed":[85],"with":[86],"knowledgeable":[88],"guidance":[89],"four-quadrant":[92],"model,":[94],"namely,":[95],"DISC":[96],"(Dominance,":[97],"Influence,":[98],"Steadiness,":[99],"Conscientiousness).":[100],"Based":[101],"on":[102,200],"real-world":[104,173],"data":[105],"collected":[106],"high-tech":[109],"company,":[110],"aims":[112],"highlight":[114],"personality-job-behavior":[115],"responsibilities,":[122],"behaviors.":[125,202],"The":[126],"model":[127],"can":[128,168],"measure":[129],"matching":[131,154],"degree":[132,155],"employees":[134],"their":[136,140,198],"given":[139],"characteristics.":[145],"We":[146],"find":[147],"significant":[149],"negative":[150],"correlation":[151],"turnover":[158],"intention.":[159],"Moreover,":[160],"also":[162],"showcase":[163],"how":[164],"identified":[166],"be":[169],"utilized":[170],"support":[172],"talent":[174],"management":[175],"decisions.":[176],"Both":[177],"case":[178],"studies":[179],"experiments":[182],"verify":[183],"effectiveness":[185],"different":[194],"contexts":[196],"impact":[199]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
