{"id":"https://openalex.org/W4406379461","doi":"https://doi.org/10.1145/3708360.3708370","title":"A Study on the Evolution Trend of Vocational Education Theme","display_name":"A Study on the Evolution Trend of Vocational Education Theme","publication_year":2024,"publication_date":"2024-11-08","ids":{"openalex":"https://openalex.org/W4406379461","doi":"https://doi.org/10.1145/3708360.3708370"},"language":"en","primary_location":{"id":"doi:10.1145/3708360.3708370","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708360.3708370","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3708360.3708370?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Mathematics and Machine Learning","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3708360.3708370?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050599141","display_name":"Linlin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Liu","raw_affiliation_strings":["Changchun University of Chinese Medicine, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0006-9327-7528","affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001069448","display_name":"Fang Xia","orcid":"https://orcid.org/0000-0001-5909-656X"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Xia","raw_affiliation_strings":["Changchun University of Chinese Medicine, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0000-0001-5909-656X","affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210128075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101175433","display_name":"Nana Zhao","orcid":"https://orcid.org/0009-0005-0514-1536"},"institutions":[{"id":"https://openalex.org/I4210128075","display_name":"Changchun University of Chinese Medicine","ror":"https://ror.org/035cyhw15","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128075"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nana Zhao","raw_affiliation_strings":["Changchun University of Chinese Medicine, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0005-0514-1536","affiliations":[{"raw_affiliation_string":"Changchun University of Chinese Medicine, Changchun, Jilin, China","institution_ids":["https://openalex.org/I4210128075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210128075"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32837795,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13836","display_name":"Educational Research and Pedagogy","score":0.9466999769210815,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13836","display_name":"Educational Research and Pedagogy","score":0.9466999769210815,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14409","display_name":"Educational Systems and Policies","score":0.9377999901771545,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13565","display_name":"Education and Learning Interventions","score":0.9117000102996826,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vocational-education","display_name":"Vocational education","score":0.8274931907653809},{"id":"https://openalex.org/keywords/theme","display_name":"Theme (computing)","score":0.6801910400390625},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4751541316509247},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38624268770217896},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.24911797046661377},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.21097689867019653},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1971140205860138},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17152810096740723}],"concepts":[{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.8274931907653809},{"id":"https://openalex.org/C33566652","wikidata":"https://www.wikidata.org/wiki/Q1065927","display_name":"Theme (computing)","level":2,"score":0.6801910400390625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4751541316509247},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38624268770217896},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.24911797046661377},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.21097689867019653},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1971140205860138},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17152810096740723}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3708360.3708370","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708360.3708370","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3708360.3708370?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Mathematics and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3708360.3708370","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3708360.3708370","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3708360.3708370?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 International Conference on Mathematics and Machine Learning","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406379461.pdf","grobid_xml":"https://content.openalex.org/works/W4406379461.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W2073414385","https://openalex.org/W4281480207"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2380390437","https://openalex.org/W2375879481","https://openalex.org/W2379499042","https://openalex.org/W2085030793","https://openalex.org/W2379042346","https://openalex.org/W2358108624","https://openalex.org/W4285294884"],"abstract_inverted_index":{"Objective:":[0],"To":[1],"identify":[2],"the":[3,15,51,55,60,102,109],"hot":[4,115],"topics":[5,116],"and":[6,12,26,58,79,88,108,121],"evolutionary":[7],"characteristics":[8],"of":[9,18,62,77],"vocational":[10,19,106],"education,":[11,107],"to":[13,49,112],"examine":[14],"development":[16],"direction":[17],"education.":[20],"Methods:":[21],"Taking":[22],"Peking":[23],"University":[24],"core":[25,94],"CSSCI":[27],"collected":[28],"by":[29,65],"China":[30],"Knowledge":[31],"Network":[32],"(CNKI)":[33],"as":[34,118],"data":[35],"sources,":[36],"we":[37],"used":[38],"LDA":[39],"topic":[40,56,63,95],"model":[41],"(potential":[42],"Dirichlet":[43],"distribution)":[44],"fused":[45],"with":[46],"TF-IDF":[47],"algorithm":[48],"mine":[50],"literature":[52],"content,":[53],"classify":[54],"dimensions,":[57],"analyze":[59],"evolution":[61],"intensity":[64],"time":[66],"series.":[67],"Results:":[68],"Five":[69],"themes":[70],"were":[71],"extracted:":[72],"education":[73,80,103],"system":[74,104],"(Topic1),":[75],"integration":[76],"industry":[78],"(Topic2),":[81],"resource":[82,119],"allocation":[83,120],"(Topic3),":[84],"digital":[85],"transformation":[86],"(Topic4)":[87],"employment":[89,122],"demand":[90],"(Topic5).":[91],"Conclusion:":[92],"The":[93],"show":[96],"different":[97],"circulation":[98],"trends":[99],"over":[100],"time,":[101],"dominates":[105],"field":[110],"needs":[111],"focus":[113],"on":[114],"such":[117],"demand.":[123]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}