{"id":"https://openalex.org/W4319985045","doi":"https://doi.org/10.3233/faia230035","title":"The Impact of Artificial Intelligence Development on the Logistics Industry Talent Demand and Countermeasures","display_name":"The Impact of Artificial Intelligence Development on the Logistics Industry Talent Demand and Countermeasures","publication_year":2023,"publication_date":"2023-02-06","ids":{"openalex":"https://openalex.org/W4319985045","doi":"https://doi.org/10.3233/faia230035"},"language":"en","primary_location":{"id":"doi:10.3233/faia230035","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230035","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230035","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230035","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107895790","display_name":"Yu Wang","orcid":"https://orcid.org/0009-0008-5147-4077"},"institutions":[{"id":"https://openalex.org/I176432857","display_name":"Beijing Wuzi University","ror":"https://ror.org/00bd1d647","country_code":"CN","type":"education","lineage":["https://openalex.org/I176432857"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["Beijing Wuzi University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Wuzi University, China","institution_ids":["https://openalex.org/I176432857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037978560","display_name":"Yingying Yao","orcid":"https://orcid.org/0000-0002-0832-3715"},"institutions":[{"id":"https://openalex.org/I176432857","display_name":"Beijing Wuzi University","ror":"https://ror.org/00bd1d647","country_code":"CN","type":"education","lineage":["https://openalex.org/I176432857"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Yao","raw_affiliation_strings":["Beijing Wuzi University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Wuzi University, China","institution_ids":["https://openalex.org/I176432857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100692343","display_name":"Yuzhu Li","orcid":"https://orcid.org/0000-0002-3650-6551"},"institutions":[{"id":"https://openalex.org/I176432857","display_name":"Beijing Wuzi University","ror":"https://ror.org/00bd1d647","country_code":"CN","type":"education","lineage":["https://openalex.org/I176432857"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhu Li","raw_affiliation_strings":["Beijing Wuzi University, China","Corresponding Author, Yuzhu Li, Beijing Wuzi University, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Wuzi University, China","institution_ids":["https://openalex.org/I176432857"]},{"raw_affiliation_string":"Corresponding Author, Yuzhu Li, Beijing Wuzi University, China;","institution_ids":["https://openalex.org/I176432857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I176432857"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03693091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12984","display_name":"Transport and Logistics Innovations","score":0.8327999711036682,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12984","display_name":"Transport and Logistics Innovations","score":0.8327999711036682,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T14139","display_name":"E-commerce and Technology Innovations","score":0.8187999725341797,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International 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/T11912","display_name":"Outsourcing and Supply Chain Management","score":0.7228000164031982,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/business","display_name":"Business","score":0.6478238701820374},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.5550859570503235},{"id":"https://openalex.org/keywords/human-resources","display_name":"Human resources","score":0.5324735641479492},{"id":"https://openalex.org/keywords/supply-and-demand","display_name":"Supply and demand","score":0.4954792261123657},{"id":"https://openalex.org/keywords/yearbook","display_name":"Yearbook","score":0.460117369890213},{"id":"https://openalex.org/keywords/staffing","display_name":"Staffing","score":0.458638995885849},{"id":"https://openalex.org/keywords/vocational-education","display_name":"Vocational education","score":0.4536447525024414},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.4456440508365631},{"id":"https://openalex.org/keywords/unemployment","display_name":"Unemployment","score":0.41839101910591125},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3906034231185913},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.15616104006767273},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.1555795669555664},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14184069633483887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.10741770267486572}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.6478238701820374},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.5550859570503235},{"id":"https://openalex.org/C107645774","wikidata":"https://www.wikidata.org/wiki/Q5467169","display_name":"Human resources","level":2,"score":0.5324735641479492},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.4954792261123657},{"id":"https://openalex.org/C2777501827","wikidata":"https://www.wikidata.org/wiki/Q10283140","display_name":"Yearbook","level":2,"score":0.460117369890213},{"id":"https://openalex.org/C2777512617","wikidata":"https://www.wikidata.org/wiki/Q1783605","display_name":"Staffing","level":2,"score":0.458638995885849},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.4536447525024414},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.4456440508365631},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.41839101910591125},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3906034231185913},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.15616104006767273},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.1555795669555664},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14184069633483887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.10741770267486572},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230035","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230035","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230035","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230035","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia230035","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230035","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319985045.pdf","grobid_xml":"https://content.openalex.org/works/W4319985045.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4313395313","https://openalex.org/W2367006824","https://openalex.org/W2523326622","https://openalex.org/W4255201945","https://openalex.org/W4231469115","https://openalex.org/W4236460429","https://openalex.org/W2917911077","https://openalex.org/W4231714701","https://openalex.org/W4206452199","https://openalex.org/W2360685716"],"abstract_inverted_index":{"In":[0],"the":[1,20,34,43,50,58,60,68,92,111,117,124,127,137,140,145,170,174,186,195,209,216,229,234,238,242,250,254],"past":[2,146],"decade,":[3],"artificial":[4],"intelligence":[5],"technology":[6],"has":[7,31],"developed":[8],"rapidly":[9],"and":[10,39,56,90,103,107,114,123,149,152,157,165,169,183,201,204,225,228,241,246,248,258],"continues":[11],"to":[12,15,72,81,84,99,221,233,236,249,252],"be":[13,73,121,131],"applied":[14],"various":[16],"industries,":[17],"of":[18,28,46,52,62,77,94,126,139,176,180,185,198,208,212,231],"which":[19],"logistics":[21,35,118,128,156,217],"industry":[22,119,129,256],"is":[23,80,192],"particularly":[24],"obvious.":[25],"The":[26,75,190],"application":[27],"intelligent":[29],"equipment":[30],"profoundly":[32],"impacted":[33],"industry\u2019s":[36],"labor":[37,112],"supply":[38,113],"demand":[40,115,214],"structure.":[41],"For":[42],"practitioners,":[44],"some":[45,65],"them":[47],"will":[48],"face":[49],"problem":[51],"unemployment":[53,95],"or":[54],"transfer,":[55],"for":[57,144],"enterprises,":[59,247],"lack":[61],"talent":[63,213],"in":[64,116,215],"positions":[66,227],"makes":[67],"operation":[69],"efficiency":[70],"not":[71],"maximized.":[74],"purpose":[76],"this":[78],"study":[79,135],"enable":[82],"practitioners":[83],"effectively":[85],"improve":[86,237,253],"their":[87,105],"vocational":[88],"skills":[89],"reduce":[91],"risk":[93],"while":[96],"enabling":[97],"enterprises":[98,222],"better":[100,132],"achieve":[101],"staffing":[102],"promote":[104],"development":[106,125],"progress":[108],"so":[109],"that":[110],"can":[120,130],"balanced":[122],"promoted.":[133],"This":[134],"analyzes":[136],"data":[138],"China":[141],"Statistical":[142],"Yearbook":[143],"ten":[147],"years":[148],"conducts":[150],"questionnaires":[151],"interviews":[153],"with":[154,194],"nine":[155],"express":[158],"companies":[159,200],"such":[160],"as":[161],"Shentong":[162],"Express":[163,167],"Company":[164],"Yuantong":[166],"Company,":[168],"research":[171],"subjects":[172],"include":[173],"heads":[175,179],"outlets,":[177],"personnel":[178],"regional":[181],"branches":[182],"HR":[184],"head":[187],"office,":[188],"etc.":[189],"analysis":[191],"combined":[193],"annual":[196],"reports":[197],"corresponding":[199],"relevant":[202,255],"domestic":[203],"foreign":[205],"literature,":[206],"because":[207],"changing":[210],"situation":[211],"industry,":[218],"we":[219],"propose":[220],"re-match":[223],"human":[224],"job":[226],"introduction":[230],"talent,":[232],"universities":[235],"curriculum":[239],"system":[240],"cooperation":[243],"between":[244],"schools":[245],"government":[251],"standards":[257],"social":[259],"security.":[260]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
