{"id":"https://openalex.org/W4400947797","doi":"https://doi.org/10.1145/3672919.3672955","title":"Design of Human Resources Management Decision System Based on Multi-Agent System and Reinforcement Learning Algorithm","display_name":"Design of Human Resources Management Decision System Based on Multi-Agent System and Reinforcement Learning Algorithm","publication_year":2024,"publication_date":"2024-03-01","ids":{"openalex":"https://openalex.org/W4400947797","doi":"https://doi.org/10.1145/3672919.3672955"},"language":"en","primary_location":{"id":"doi:10.1145/3672919.3672955","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3672919.3672955","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3672919.3672955?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","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/10.1145/3672919.3672955?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111791041","display_name":"W Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Wenyan Yao","raw_affiliation_strings":["Nanning University, China and \rSchool of Management, Universiti Sains Malaysia, Malaysia"],"raw_orcid":"https://orcid.org/0009-0000-1220-8667","affiliations":[{"raw_affiliation_string":"Nanning University, China and \rSchool of Management, Universiti Sains Malaysia, Malaysia","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tianbao Zhang","orcid":"https://orcid.org/0009-0004-9015-7876"},"institutions":[{"id":"https://openalex.org/I2800556661","display_name":"China Tobacco","ror":"https://ror.org/030d08e08","country_code":"CN","type":"government","lineage":["https://openalex.org/I2800556661"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianbao Zhang","raw_affiliation_strings":["Qinzhou Tobacco Monopoly Bureau, China"],"raw_orcid":"https://orcid.org/0009-0004-9015-7876","affiliations":[{"raw_affiliation_string":"Qinzhou Tobacco Monopoly Bureau, China","institution_ids":["https://openalex.org/I2800556661"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111791041"],"corresponding_institution_ids":["https://openalex.org/I139322472"],"apc_list":null,"apc_paid":null,"fwci":0.6436,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.755449,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9086999893188477,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9086999893188477,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7777907848358154},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981459856033325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42970818281173706},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.42855802178382874},{"id":"https://openalex.org/keywords/algorithm-design","display_name":"Algorithm design","score":0.425401508808136},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3597561717033386},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.34167176485061646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2705739736557007}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7777907848358154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981459856033325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42970818281173706},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.42855802178382874},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.425401508808136},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3597561717033386},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34167176485061646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2705739736557007}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3672919.3672955","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3672919.3672955","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3672919.3672955?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3672919.3672955","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3672919.3672955","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3672919.3672955?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd International Conference on Cyber Security, Artificial Intelligence and Digital Economy","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400947797.pdf","grobid_xml":"https://content.openalex.org/works/W4400947797.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2266732277","https://openalex.org/W2969850086","https://openalex.org/W3026745931","https://openalex.org/W3035606253","https://openalex.org/W3125183460","https://openalex.org/W3151701399","https://openalex.org/W3197339677","https://openalex.org/W3206307850","https://openalex.org/W4240958750","https://openalex.org/W4282968349","https://openalex.org/W4306861504","https://openalex.org/W4318475853","https://openalex.org/W4383873648"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2964765435","https://openalex.org/W2792781778"],"abstract_inverted_index":{"This":[0,106],"study":[1],"aims":[2],"to":[3,40,43,122,140,146,148],"address":[4],"the":[5,14,57,68,77,80,91,98,101,120,128,144,149],"lack":[6],"of":[7,16,70,79,100,130],"scientific":[8,49],"and":[9,32,50,63,104,115,126,135,142],"systematic":[10,51],"decision":[11,25,108],"systems":[12,31,114],"in":[13,46,60,82,85],"field":[15],"Human":[17],"Resources":[18],"Management":[19],"(HRM).":[20],"By":[21],"designing":[22],"a":[23],"HRM":[24,52,61,107,152],"support":[26,109],"system":[27,81,145],"based":[28,111],"on":[29,112],"Multi-Agent":[30,71,113],"reinforcement":[33,72,116],"learning":[34,73,117],"algorithms,":[35,74,118],"effective":[36],"tools":[37],"are":[38,138],"provided":[39],"HR":[41],"managers":[42],"assist":[44],"them":[45],"making":[47],"more":[48],"decisions.":[53],"The":[54,87],"research":[55,134],"analyzes":[56],"current":[58],"issues":[59],"practices":[62],"proposes":[64],"comprehensive":[65],"solutions.":[66],"Through":[67],"optimization":[69],"experiments":[75],"validate":[76],"effectiveness":[78],"supporting":[83],"decision-making":[84],"HRM.":[86,131],"results":[88],"demonstrate":[89],"that":[90],"improved":[92],"algorithms":[93],"outperform":[94],"traditional":[95],"methods,":[96],"confirming":[97],"efficacy":[99],"system's":[102],"design":[103],"optimization.":[105],"system,":[110],"holds":[119],"potential":[121],"drive":[123],"organizational":[124],"development":[125],"enhance":[127],"efficiency":[129],"However,":[132],"further":[133],"practical":[136],"application":[137],"needed":[139],"refine":[141],"optimize":[143],"adapt":[147],"constantly":[150],"evolving":[151],"environment.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}