{"id":"https://openalex.org/W4392927477","doi":"https://doi.org/10.1080/00207543.2024.2328131","title":"A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven","display_name":"A multi-skilled staff scheduling and team configuration optimisation model for artificial intelligence project portfolio considering competence development and innovation-driven","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392927477","doi":"https://doi.org/10.1080/00207543.2024.2328131"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2024.2328131","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2024.2328131","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-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/A5100419018","display_name":"Rong Chen","orcid":"https://orcid.org/0000-0002-4432-8521"},"institutions":[{"id":"https://openalex.org/I174385955","display_name":"Hefei Normal University","ror":"https://ror.org/01b64k086","country_code":"CN","type":"education","lineage":["https://openalex.org/I174385955"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Chen","raw_affiliation_strings":["School of Economics and Management, Hefei Normal University, Hefei, Anhui, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Hefei Normal University, Hefei, Anhui, People's Republic of China","institution_ids":["https://openalex.org/I174385955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020333479","display_name":"Dongxiao Gu","orcid":"https://orcid.org/0000-0003-3557-009X"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxiao Gu","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei, Anhui, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, Anhui, People's Republic of China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102023161","display_name":"Changyong Liang","orcid":"https://orcid.org/0000-0001-9156-3885"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyong Liang","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei, Anhui, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, Anhui, People's Republic of China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040813960","display_name":"Li Jiang","orcid":"https://orcid.org/0000-0001-5599-7395"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Jiang","raw_affiliation_strings":["School of Management, Hefei University of Technology, Hefei, Anhui, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, Anhui, People's Republic of China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100419018"],"corresponding_institution_ids":["https://openalex.org/I174385955"],"apc_list":null,"apc_paid":null,"fwci":4.7706,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.94898903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"62","issue":"21","first_page":"7763","last_page":"7792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12177","display_name":"Resource-Constrained Project Scheduling","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10395","display_name":"Construction Project Management and Performance","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.4780855178833008},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.4648439288139343},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.45921823382377625},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4530479907989502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4233786463737488},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.42322593927383423},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34833595156669617},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.32414931058883667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3202754855155945},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.29062095284461975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23190340399742126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17898321151733398},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.1278485357761383},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12254360318183899}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4780855178833008},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.4648439288139343},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.45921823382377625},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4530479907989502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4233786463737488},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.42322593927383423},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34833595156669617},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32414931058883667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3202754855155945},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.29062095284461975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23190340399742126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17898321151733398},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.1278485357761383},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12254360318183899}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2024.2328131","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2024.2328131","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:21:p:7763-7792","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2024.2328131","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G5980150872","display_name":null,"funder_award_id":"72271082","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7492742205","display_name":null,"funder_award_id":"72131006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":92,"referenced_works":["https://openalex.org/W1576373160","https://openalex.org/W1592480917","https://openalex.org/W1964102580","https://openalex.org/W1973131489","https://openalex.org/W1973661097","https://openalex.org/W1975936454","https://openalex.org/W1978479030","https://openalex.org/W1984655912","https://openalex.org/W1997964240","https://openalex.org/W2003025148","https://openalex.org/W2003284066","https://openalex.org/W2004131391","https://openalex.org/W2009046400","https://openalex.org/W2013163609","https://openalex.org/W2018338129","https://openalex.org/W2022013911","https://openalex.org/W2024742034","https://openalex.org/W2027676285","https://openalex.org/W2035389410","https://openalex.org/W2038345112","https://openalex.org/W2042092884","https://openalex.org/W2042881380","https://openalex.org/W2044429150","https://openalex.org/W2058718434","https://openalex.org/W2061438946","https://openalex.org/W2067462952","https://openalex.org/W2087792211","https://openalex.org/W2094070748","https://openalex.org/W2097110227","https://openalex.org/W2100320021","https://openalex.org/W2103228603","https://openalex.org/W2126105956","https://openalex.org/W2136820311","https://openalex.org/W2149929637","https://openalex.org/W2154464604","https://openalex.org/W2165171393","https://openalex.org/W2168081761","https://openalex.org/W2186460581","https://openalex.org/W2290883490","https://openalex.org/W2300833918","https://openalex.org/W2327070969","https://openalex.org/W2476979277","https://openalex.org/W2536680713","https://openalex.org/W2573771239","https://openalex.org/W2578906640","https://openalex.org/W2616154405","https://openalex.org/W2618694566","https://openalex.org/W2623077990","https://openalex.org/W2624076369","https://openalex.org/W2624395990","https://openalex.org/W2765589505","https://openalex.org/W2770839274","https://openalex.org/W2782268431","https://openalex.org/W2902825489","https://openalex.org/W2902991485","https://openalex.org/W2903070865","https://openalex.org/W2903745013","https://openalex.org/W2907336245","https://openalex.org/W2909692608","https://openalex.org/W2910034192","https://openalex.org/W2971617596","https://openalex.org/W2973786418","https://openalex.org/W2978385784","https://openalex.org/W2988479984","https://openalex.org/W2997596968","https://openalex.org/W3005304524","https://openalex.org/W3006318816","https://openalex.org/W3009980913","https://openalex.org/W3082974932","https://openalex.org/W3091835985","https://openalex.org/W3105121371","https://openalex.org/W3109156162","https://openalex.org/W3123266901","https://openalex.org/W3128307330","https://openalex.org/W3158882438","https://openalex.org/W3210330562","https://openalex.org/W3213237428","https://openalex.org/W4200010870","https://openalex.org/W4226438999","https://openalex.org/W4229027980","https://openalex.org/W4280521648","https://openalex.org/W4281632501","https://openalex.org/W4295011616","https://openalex.org/W4310055719","https://openalex.org/W4319985241","https://openalex.org/W4321500069","https://openalex.org/W4377137792","https://openalex.org/W4378619114","https://openalex.org/W4384341344","https://openalex.org/W4386457447","https://openalex.org/W4388094725","https://openalex.org/W4388441581"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W4386596916","https://openalex.org/W1969166468","https://openalex.org/W2477876258","https://openalex.org/W2097519318","https://openalex.org/W2116377213","https://openalex.org/W2025955409","https://openalex.org/W1577301438"],"abstract_inverted_index":{"This":[0,180],"paper":[1,181],"emphasises":[2],"the":[3,46,56,60,105,125,133,136,154,185],"pivotal":[4],"role":[5],"of":[6,49,59,107,175],"enhancing":[7],"research":[8,110,161],"and":[9,14,39,51,69,93,149,157,183,188],"development":[10],"(R&D)":[11],"staff":[12,50],"competence":[13],"boosting":[15],"team":[16,52,101],"innovation":[17],"efficiency":[18,97],"in":[19],"configuring":[20],"R&D":[21,61,65,108,169,178],"project":[22],"teams":[23],"for":[24,67,88,99,146],"artificial":[25],"intelligence":[26],"(AI)":[27],"product":[28,195],"development.":[29],"Diverging":[30],"from":[31,196],"traditional":[32],"studies":[33],"primarily":[34],"focused":[35],"on":[36,115,153],"time,":[37],"quality,":[38],"cost":[40],"objectives,":[41],"this":[42],"study":[43],"proposes":[44],"prioritising":[45],"skill":[47,91],"increments":[48],"diversity,":[53,102],"aligning":[54],"with":[55,135,171],"overarching":[57],"goals":[58],"cycle.":[62],"Targeting":[63],"multi-skilled":[64],"personnel":[66,109],"scheduling":[68],"configuration,":[70],"a":[71,85,95,172,192,197],"three-objective":[72],"tradeoff":[73],"optimisation":[74,140],"model":[75,83,187],"is":[76,121,162],"established.":[77],"The":[78],"nonlinear":[79],"mixed-integer":[80],"constrained":[81],"programming":[82],"incorporates":[84],"learning":[86,155],"effect":[87],"calculating":[89],"employee":[90],"value":[92],"employs":[94],"heterogeneity":[96],"formula":[98],"assessing":[100],"particularly":[103],"emphasising":[104],"diversity":[106,158],"backgrounds.":[111],"An":[112],"algorithm":[113,134],"based":[114],"Non-dominated":[116],"Sorting":[117],"Genetic":[118],"Algorithm-II":[119],"(NSGA-II)":[120],"designed":[122],"to":[123,164,167],"obtain":[124],"approximate":[126],"Pareto":[127,147],"optimal":[128],"solution.":[129],"Furthermore,":[130],"it":[131],"compares":[132],"multi-objective":[137],"particle":[138],"swarm":[139],"(MOPSO),":[141],"explores":[142],"practical":[143],"decision-making":[144],"methods":[145],"solutions,":[148],"conducts":[150],"sensitivity":[151],"analyses":[152],"rate":[156],"level.":[159],"Our":[160],"relevant":[163],"enterprises":[165],"seeking":[166],"enhance":[168],"capabilities":[170],"certain":[173],"degree":[174],"homogeneity":[176],"among":[177],"employees.":[179],"exemplifies":[182],"validates":[184],"proposed":[186],"solution":[189],"approach":[190],"using":[191],"new":[193],"AI":[194],"healthcare":[198],"company.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}