{"id":"https://openalex.org/W7134898520","doi":"https://doi.org/10.1109/icdmw69685.2025.00302","title":"Transformation of the Labour Market in the Age of Artificial Intelligence: AI-Driven Job Matching Platforms and New Employment Models","display_name":"Transformation of the Labour Market in the Age of Artificial Intelligence: AI-Driven Job Matching Platforms and New Employment Models","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134898520","doi":"https://doi.org/10.1109/icdmw69685.2025.00302"},"language":null,"primary_location":{"id":"doi:10.1109/icdmw69685.2025.00302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5020450487","display_name":"Renata Tomaszewska","orcid":"https://orcid.org/0000-0003-2801-9216"},"institutions":[{"id":"https://openalex.org/I149592570","display_name":"Kazimierz Wielki University in Bydgoszcz","ror":"https://ror.org/018zpxs61","country_code":"PL","type":"education","lineage":["https://openalex.org/I149592570"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Renata Tomaszewska","raw_affiliation_strings":["Kazimierz Wielki University,Bydgoszcz,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kazimierz Wielki University,Bydgoszcz,Poland","institution_ids":["https://openalex.org/I149592570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020450487"],"corresponding_institution_ids":["https://openalex.org/I149592570"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12501","display_name":"Digital Economy and Work Transformation","score":0.3312999904155731,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12501","display_name":"Digital Economy and Work Transformation","score":0.3312999904155731,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.07779999822378159,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.048500001430511475,"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/matching","display_name":"Matching (statistics)","score":0.6725999712944031},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.510200023651123},{"id":"https://openalex.org/keywords/unemployment","display_name":"Unemployment","score":0.2833000123500824},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.28209999203681946},{"id":"https://openalex.org/keywords/industrial-relations","display_name":"Industrial relations","score":0.26759999990463257}],"concepts":[{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6725999712944031},{"id":"https://openalex.org/C145236788","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Labour economics","level":1,"score":0.5443999767303467},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.510200023651123},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.44839999079704285},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3452000021934509},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3140000104904175},{"id":"https://openalex.org/C2778126366","wikidata":"https://www.wikidata.org/wiki/Q41171","display_name":"Unemployment","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.28209999203681946},{"id":"https://openalex.org/C38104776","wikidata":"https://www.wikidata.org/wiki/Q932071","display_name":"Industrial relations","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C80984254","wikidata":"https://www.wikidata.org/wiki/Q608190","display_name":"Labor relations","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C2985000018","wikidata":"https://www.wikidata.org/wiki/Q28161","display_name":"Job market","level":3,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw69685.2025.00302","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00302","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.7474579215049744,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2040493112","https://openalex.org/W3143251375","https://openalex.org/W4247552911"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1,116],"examines":[2],"the":[3,9,30,36,59,66,77,109,137],"evolution":[4],"of":[5,11,27,50,61,68,79,111],"employment":[6,80,134],"mechanisms":[7],"in":[8],"age":[10],"artificial":[12],"intelligence,":[13],"with":[14,118],"a":[15,25],"special":[16],"emphasis":[17],"on":[18,24],"AI-driven":[19,62,92],"job":[20,63,93],"matching":[21,64,94],"platforms.":[22],"Based":[23],"review":[26],"reports":[28],"by":[29],"World":[31],"Economic":[32],"Forum,":[33],"McKinsey,":[34],"and":[35,56,76,85,108,128],"International":[37],"Labour":[38],"Organization,":[39],"as":[40,42],"well":[41],"foresight":[43],"literature,":[44],"it":[45],"presents":[46],"five":[47],"core":[48],"dimensions":[49],"AI":[51],"integration:":[52],"task":[53,55],"automation,":[54],"skill":[57,106],"personalization,":[58],"development":[60],"platforms,":[65],"emergence":[67],"new":[69],"work":[70],"models":[71,81],"(gig":[72],"economy,":[73],"agentic":[74],"organizations),":[75],"transformation":[78],"at":[82],"organizational,":[83],"process,":[84],"societal":[86],"levels.":[87],"The":[88,115],"findings":[89],"reveal":[90],"that":[91],"platforms":[95],"enhance":[96],"recruitment":[97],"efficiency":[98],"while":[99],"simultaneously":[100],"creating":[101],"challenges":[102],"related":[103],"to":[104,141],"reskilling,":[105],"inequalities,":[107],"necessity":[110],"fostering":[112],"human-AI":[113],"collaboration.":[114],"concludes":[117],"recommendations":[119],"for":[120,136],"developing":[121],"lifelong":[122],"learning":[123],"systems,":[124],"regulating":[125],"algorithmic":[126],"management,":[127],"implementing":[129],"support":[130],"programs":[131],"(e.g.,":[132],"retraining,":[133],"protection)":[135],"groups":[138],"most":[139],"vulnerable":[140],"automation.":[142]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-03-12T00:00:00"}
