{"id":"https://openalex.org/W4409868650","doi":"https://doi.org/10.1145/3718751.3718828","title":"Research on Personalized Employment Recommendation System for Higher Vocational Students Based on Deep Learning Algorithms","display_name":"Research on Personalized Employment Recommendation System for Higher Vocational Students Based on Deep Learning Algorithms","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4409868650","doi":"https://doi.org/10.1145/3718751.3718828"},"language":"en","primary_location":{"id":"doi:10.1145/3718751.3718828","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3718751.3718828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","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":null,"display_name":"Yiqian Wang","orcid":"https://orcid.org/0009-0004-8792-8158"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yiqian Wang","raw_affiliation_strings":["Jilin Communications Polytechnic, Changchun, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0004-8792-8158","affiliations":[{"raw_affiliation_string":"Jilin Communications Polytechnic, Changchun, Jilin, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2872,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85768501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"479","last_page":"483"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.951200008392334,"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":0.951200008392334,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/vocational-education","display_name":"Vocational education","score":0.7656395435333252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6706139445304871},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5198807716369629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4593634009361267},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3607771098613739},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10367804765701294},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.07426682114601135}],"concepts":[{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.7656395435333252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6706139445304871},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5198807716369629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4593634009361267},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3607771098613739},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10367804765701294},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.07426682114601135}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3718751.3718828","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3718751.3718828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W3087909450","https://openalex.org/W3088717325","https://openalex.org/W3190695173","https://openalex.org/W3212029107","https://openalex.org/W4210540102","https://openalex.org/W4383503574"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3],"hybrid":[4],"job":[5,27,52],"recommendation":[6],"algorithm":[7,59,85],"for":[8,31],"vocational":[9,72],"students,":[10],"combining":[11],"collaborative":[12],"filtering":[13],"and":[14,26,34,40,64,83],"knowledge":[15],"graph":[16],"techniques.":[17],"It":[18],"employs":[19],"deep":[20],"learning":[21],"to":[22],"analyze":[23],"student":[24],"resumes":[25],"descriptions,":[28],"constructing":[29],"models":[30,48],"student-job":[32],"matching":[33],"semantic":[35],"relationships":[36],"between":[37],"jobs,":[38],"skills,":[39],"companies.":[41],"The":[42],"fusion":[43],"of":[44],"results":[45],"from":[46],"these":[47],"yields":[49],"personalized,":[50],"diverse":[51],"recommendations.":[53],"Tested":[54],"on":[55,79],"large":[56],"datasets,":[57],"this":[58],"shows":[60],"improved":[61],"accuracy,":[62],"diversity,":[63],"satisfaction":[65],"over":[66],"existing":[67],"methods,":[68],"promising":[69],"advancements":[70],"in":[71],"employment":[73],"solutions.":[74],"Future":[75],"work":[76],"will":[77],"focus":[78],"expanding":[80],"data":[81],"dimensions":[82],"enhancing":[84],"performance.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
