{"id":"https://openalex.org/W4410887274","doi":"https://doi.org/10.1109/iscbi64586.2025.11015385","title":"Generative AI and Multi-Agent Systems Approach to Psychometric Evaluation for Human Resource Management and Talent Acquisition","display_name":"Generative AI and Multi-Agent Systems Approach to Psychometric Evaluation for Human Resource Management and Talent Acquisition","publication_year":2025,"publication_date":"2025-02-14","ids":{"openalex":"https://openalex.org/W4410887274","doi":"https://doi.org/10.1109/iscbi64586.2025.11015385"},"language":"en","primary_location":{"id":"doi:10.1109/iscbi64586.2025.11015385","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscbi64586.2025.11015385","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th International Symposium on Computational and Business Intelligence (ISCBI)","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/A5117770528","display_name":"Tamia-Ashley Tuitt","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":true,"raw_author_name":"Tamia-Ashley Tuitt","raw_affiliation_strings":["The University of the West Indies,St. Augustine Campus,Trinidad and Tobago"],"affiliations":[{"raw_affiliation_string":"The University of the West Indies,St. Augustine Campus,Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069311487","display_name":"Letetia Addison","orcid":"https://orcid.org/0000-0001-5161-9362"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Letetia M. Addison","raw_affiliation_strings":["The University of the West Indies,St. Augustine Campus,Trinidad and Tobago"],"affiliations":[{"raw_affiliation_string":"The University of the West Indies,St. Augustine Campus,Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004807992","display_name":"Patrick Hosein","orcid":"https://orcid.org/0000-0003-1729-559X"},"institutions":[{"id":"https://openalex.org/I4210088717","display_name":"University of the West Indies","ror":"https://ror.org/003kgv736","country_code":"TT","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210088717"]}],"countries":["TT"],"is_corresponding":false,"raw_author_name":"Patrick Hosein","raw_affiliation_strings":["The University of the West Indies,St. Augustine Campus,Trinidad and Tobago"],"affiliations":[{"raw_affiliation_string":"The University of the West Indies,St. Augustine Campus,Trinidad and Tobago","institution_ids":["https://openalex.org/I4210088717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117770528"],"corresponding_institution_ids":["https://openalex.org/I4210088717"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16098242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.7961000204086304,"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":0.7961000204086304,"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"}},{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.7598999738693237,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.6654000282287598,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/computer-science","display_name":"Computer science","score":0.6468234658241272},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.528433620929718},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.48746275901794434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4611397683620453},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3972070515155792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6468234658241272},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.528433620929718},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.48746275901794434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4611397683620453},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3972070515155792}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscbi64586.2025.11015385","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscbi64586.2025.11015385","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th International Symposium on Computational and Business Intelligence (ISCBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2031649430","https://openalex.org/W2899922431","https://openalex.org/W3081220337","https://openalex.org/W4319293546","https://openalex.org/W4386070126","https://openalex.org/W4402671526","https://openalex.org/W6855346153","https://openalex.org/W6872437809"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Traditional":[0],"psychometric":[1,32],"evaluations":[2],"often":[3],"fail":[4],"to":[5,10,17,42,123],"reliably":[6],"assess":[7],"candidates":[8,121],"due":[9],"the":[11,102],"reliance":[12],"on":[13,79],"self-reported":[14],"answers,":[15],"leading":[16],"unsuitable":[18,108],"hires":[19],"and":[20,39,75,107,138],"suboptimal":[21],"organizational":[22,93,139],"outcomes.":[23],"To":[24],"address":[25],"these":[26],"limitations,":[27],"we":[28],"propose":[29],"a":[30,111,129],"novel":[31],"evaluation":[33],"system":[34,103],"that":[35],"leverages":[36],"Generative":[37],"AI":[38],"multi-agent":[40],"systems":[41],"create":[43],"simulated":[44],"work":[45],"environments.":[46],"Candidates":[47],"engage":[48],"in":[49,118,132],"real-time,":[50],"role-specific":[51],"situational":[52,76],"simulations,":[53],"interacting":[54],"with":[55,92,110],"autonomous":[56],"agents":[57],"acting":[58],"as":[59],"virtual":[60],"colleagues":[61],"or":[62],"clients.":[63],"These":[64],"dynamic":[65],"interactions":[66],"enable":[67],"objective":[68],"assessments":[69],"of":[70,101],"cognitive":[71],"abilities,":[72],"personality":[73],"traits,":[74],"judgment":[77],"based":[78],"authentic":[80],"reactions":[81],"rather":[82],"than":[83],"tailored":[84],"responses.":[85],"The":[86],"system\u2019s":[87],"adaptive":[88],"design":[89],"ensures":[90],"alignment":[91],"needs,":[94],"offering":[95],"scalable":[96],"solutions":[97],"across":[98],"industries.":[99],"Evaluation":[100],"involves":[104],"testing":[105],"high-performing":[106],"employees,":[109],"mathematical":[112],"model":[113],"demonstrating":[114],"its":[115],"higher":[116],"accuracy":[117],"identifying":[119],"top":[120],"compared":[122],"traditional":[124],"methods.":[125],"This":[126],"approach":[127],"represents":[128],"transformative":[130],"advancement":[131],"workforce":[133],"assessments,":[134],"improving":[135],"hiring":[136],"decisions":[137],"performance.":[140]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}