{"id":"https://openalex.org/W7155410009","doi":"https://doi.org/10.1145/3797552.3797679","title":"Research on AI-Enhanced Training for Engineers in the Industrial Vision Field","display_name":"Research on AI-Enhanced Training for Engineers in the Industrial Vision Field","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W7155410009","doi":"https://doi.org/10.1145/3797552.3797679"},"language":null,"primary_location":{"id":"doi:10.1145/3797552.3797679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797679","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3797552.3797679","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5134443356","display_name":"Liguo Dong","orcid":"https://orcid.org/0009-0005-9019-4084"},"institutions":[{"id":"https://openalex.org/I4210106134","display_name":"Guangzhou Vocational College of Science and Technology","ror":"https://ror.org/01dan7p53","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106134"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liguo Dong","raw_affiliation_strings":["School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,"],"raw_orcid":"https://orcid.org/0009-0005-9019-4084","affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,","institution_ids":["https://openalex.org/I4210106134"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinliang Ye","orcid":"https://orcid.org/0000-0002-2297-4098"},"institutions":[{"id":"https://openalex.org/I4210106134","display_name":"Guangzhou Vocational College of Science and Technology","ror":"https://ror.org/01dan7p53","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106134"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinliang Ye","raw_affiliation_strings":["School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,"],"raw_orcid":"https://orcid.org/0000-0002-2297-4098","affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,","institution_ids":["https://openalex.org/I4210106134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134414129","display_name":"Mingzai Peng","orcid":"https://orcid.org/0009-0006-4560-4432"},"institutions":[{"id":"https://openalex.org/I4210106134","display_name":"Guangzhou Vocational College of Science and Technology","ror":"https://ror.org/01dan7p53","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106134"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzai Peng","raw_affiliation_strings":["School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,"],"raw_orcid":"https://orcid.org/0009-0006-4560-4432","affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,","institution_ids":["https://openalex.org/I4210106134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068933901","display_name":"L. Wang","orcid":"https://orcid.org/0009-0002-8964-172X"},"institutions":[{"id":"https://openalex.org/I4210106134","display_name":"Guangzhou Vocational College of Science and Technology","ror":"https://ror.org/01dan7p53","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210106134"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lizhou Wang","raw_affiliation_strings":["School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,"],"raw_orcid":"https://orcid.org/0009-0002-8964-172X","affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing, Guangzhou Vocational College of Technology &amp; Business, Guangzhou, Guangdong, China,","institution_ids":["https://openalex.org/I4210106134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210106134"],"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":"788","last_page":"794"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13904","display_name":"Artificial Intelligence Applications","score":0.07609999924898148,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.07609999924898148,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.0729999989271164,"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/T13895","display_name":"Educational Leadership and Innovation","score":0.050700001418590546,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/apprenticeship","display_name":"Apprenticeship","score":0.7071999907493591},{"id":"https://openalex.org/keywords/vocational-education","display_name":"Vocational education","score":0.6740000247955322},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5418999791145325},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4659000039100647},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.392300009727478},{"id":"https://openalex.org/keywords/manufacturing","display_name":"Manufacturing","score":0.36980000138282776},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.3328000009059906},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.32179999351501465}],"concepts":[{"id":"https://openalex.org/C107806365","wikidata":"https://www.wikidata.org/wiki/Q253567","display_name":"Apprenticeship","level":2,"score":0.7071999907493591},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.6740000247955322},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5565999746322632},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.5489000082015991},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5418999791145325},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4867999851703644},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4659000039100647},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.36980000138282776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3490999937057495},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32249999046325684},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3147999942302704},{"id":"https://openalex.org/C162696548","wikidata":"https://www.wikidata.org/wiki/Q830170","display_name":"Knowledge economy","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30219998955726624},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C107645774","wikidata":"https://www.wikidata.org/wiki/Q5467169","display_name":"Human resources","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2524000108242035}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3797552.3797679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797679","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3797552.3797679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3797552.3797679","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 4th International Conference on Artificial Intelligence and Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.41597241163253784,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0,131],"rapid":[1],"development":[2,298],"of":[3,11,27,49,60,80,95,167,195,202,271,299],"the":[4,8,44,57,78,81,101,123,178,184,192,199,262,266,296,300],"digital":[5,301],"economy":[6],"and":[7,17,30,56,72,90,108,156,165,175,189,198,217,231,253,269,279,294],"deep":[9],"advancement":[10],"intelligent":[12,173,229,255],"manufacturing":[13],"have":[14],"generated":[15,246],"significant":[16],"urgent":[18],"demand":[19],"for":[20,126,138,285],"industrial":[21,127],"vision":[22,128],"field":[23,129],"engineers,":[24],"an":[25,135,221],"emerging":[26],"compound":[28],"technical":[29],"skilled":[31,291],"professionals.":[32],"However,":[33],"traditional":[34],"vocational":[35],"education":[36],"training":[37,61,124,213,247],"models":[38],"face":[39],"systemic":[40],"challenges":[41,64],"in":[42,100,207,289],"addressing":[43,286],"dynamically":[45,245],"evolving":[46],"competency":[47,169],"requirements":[48],"these":[50],"roles,":[51],"complex":[52],"industry-education":[53],"integration":[54],"scenarios,":[55],"precise":[58,163],"implementation":[59,70],"pathways.":[62],"These":[63],"include":[65],"ambiguous":[66],"talent":[67,145,187,208,272,292],"profiles,":[68],"practical":[69],"difficulties,":[71],"obstructed":[73],"realization":[74],"paths.":[75],"Building":[76],"on":[77,134],"findings":[79],"Guangdong":[82],"Province":[83],"Higher":[84],"Vocational":[85],"Education":[86],"Teaching":[87],"Reform":[88],"Research":[89],"Practice":[91],"Project":[92],"titled":[93],"\u201cTraining":[94],"Industrial":[96],"Vision":[97],"Field":[98],"Engineers":[99],"Digital":[102],"Economy:":[103],"Talent":[104],"Profile,":[105],"Reality":[106],"Predicament,":[107],"Realization":[109],"Path,\u201d":[110],"this":[111],"study":[112],"systematically":[113],"explores":[114],"how":[115],"artificial":[116],"intelligence":[117],"(AI)":[118],"technologies":[119],"can":[120],"comprehensively":[121],"empower":[122],"system":[125],"engineers.":[130],"research":[132],"focuses":[133],"AI-driven":[136],"framework":[137,278],"three":[139,181],"core":[140],"components:":[141],"First,":[142],"a":[143,211,234,275],"dynamic":[144],"profiling":[146],"model":[147,179,264],"powered":[148],"by":[149,220],"web":[150],"crawlers,":[151],"natural":[152],"language":[153],"processing":[154],"(NLP),":[155],"knowledge":[157],"graphs":[158],"is":[159,215],"developed":[160],"to":[161],"enable":[162],"quantification":[164],"visualization":[166],"job":[168],"requirements.":[170],"Second,":[171],"through":[172,227],"diagnosis":[174],"predictive":[176],"analytics,":[177],"addresses":[180],"critical":[182],"challenges:":[183],"misalignment":[185],"between":[186],"cultivation":[188],"societal":[190],"demand,":[191],"insufficient":[193],"capacity":[194],"\u201cdual-qualified\u201d":[196],"instructors,":[197],"diminished":[200],"role":[201],"enterprises":[203],"as":[204,244],"primary":[205],"actors":[206],"development.":[209],"Third,":[210],"systematic":[212],"pathway":[214,239],"designed":[216],"implemented,":[218],"driven":[219],"\u201cAI":[222],"+":[223],"data\u201d":[224],"core,":[225],"organized":[226],"school-enterprise":[228],"collaboration,":[230],"delivered":[232],"via":[233],"Chinese-characteristic":[235],"apprenticeship":[236],"system.":[237],"This":[238],"encompasses":[240],"key":[241],"elements":[242],"such":[243],"programs,":[248],"smart":[249],"learning":[250],"workshop":[251],"construction,":[252],"process-oriented":[254],"evaluation.":[256],"Empirical":[257],"practice":[258],"has":[259],"demonstrated":[260],"that":[261],"AI-empowered":[263],"enhances":[265],"precision,":[267],"adaptability,":[268],"effectiveness":[270],"development,":[273],"providing":[274],"theoretically":[276],"grounded":[277],"actionable":[280],"solutions":[281],"with":[282],"reference":[283],"value":[284],"structural":[287],"mismatches":[288],"high-tech":[290],"supply":[293],"supporting":[295],"high-quality":[297],"economy.":[302]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-04-24T00:00:00"}
