{"id":"https://openalex.org/W4416844166","doi":"https://doi.org/10.1145/3764206.3764337","title":"Big Data-Driven Model for Industry-Education Integration Quality Evaluation and Optimization","display_name":"Big Data-Driven Model for Industry-Education Integration Quality Evaluation and Optimization","publication_year":2025,"publication_date":"2025-06-27","ids":{"openalex":"https://openalex.org/W4416844166","doi":"https://doi.org/10.1145/3764206.3764337"},"language":"en","primary_location":{"id":"doi:10.1145/3764206.3764337","doi":"https://doi.org/10.1145/3764206.3764337","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3764206.3764337","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3764206.3764337","source":{"id":"https://openalex.org/S7407096993","display_name":"International Conference on Intelligent Education and Computer Technology (IECT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"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 2nd International Conference on Intelligent Education and Computer Technology","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3764206.3764337","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104316595","display_name":"Ruirui Zou","orcid":"https://orcid.org/0009-0000-0071-516X","observed_orcids":["https://orcid.org/0009-0000-0071-516X"]},"institutions":[{"id":"https://openalex.org/I4405280230","display_name":"Hunan Automotive Engineering Vocational University","ror":"https://ror.org/02men4v34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruirui Zou","raw_affiliation_strings":["Research Department, Hunan Automotive Engineering Vocational College, Zhuzhou, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0000-0071-516X","affiliations":[{"raw_affiliation_string":"Research Department, Hunan Automotive Engineering Vocational College, Zhuzhou, Hunan, China","institution_ids":["https://openalex.org/I4405280230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118671696","display_name":"Xingwang Pi","orcid":"https://orcid.org/0009-0008-9728-2839","observed_orcids":["https://orcid.org/0009-0008-9728-2839"]},"institutions":[{"id":"https://openalex.org/I4405280230","display_name":"Hunan Automotive Engineering Vocational University","ror":"https://ror.org/02men4v34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwang Pi","raw_affiliation_strings":["College of Vehicle Utilization, Hunan Automotive Engineering Vocational College, Zhuzhou, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0008-9728-2839","affiliations":[{"raw_affiliation_string":"College of Vehicle Utilization, Hunan Automotive Engineering Vocational College, Zhuzhou, Hunan, China","institution_ids":["https://openalex.org/I4405280230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090013028","display_name":"Yanjuan Li","orcid":"https://orcid.org/0009-0009-8535-1187","observed_orcids":["https://orcid.org/0009-0009-8535-1187"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yanjuan Li","raw_affiliation_strings":["Hunan Provincial Department of Human Resources and Social Security, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0009-8535-1187","affiliations":[{"raw_affiliation_string":"Hunan Provincial Department of Human Resources and Social Security, Changsha, Hunan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109344189","display_name":"Qian Liu","orcid":"https://orcid.org/0009-0004-1594-9830","observed_orcids":["https://orcid.org/0009-0004-1594-9830"]},"institutions":[{"id":"https://openalex.org/I4405280230","display_name":"Hunan Automotive Engineering Vocational University","ror":"https://ror.org/02men4v34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4405280230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Liu","raw_affiliation_strings":["Research Department, Hunan Automotive Engineering Vocational College, Zhuzhou, Hunan, China"],"raw_orcid":"https://orcid.org/0009-0004-1594-9830","affiliations":[{"raw_affiliation_string":"Research Department, Hunan Automotive Engineering Vocational College, Zhuzhou, Hunan, China","institution_ids":["https://openalex.org/I4405280230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"832","last_page":"838"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13872","display_name":"Vocational and Entrepreneurial Education","score":0.61080002784729,"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"}},"topics":[{"id":"https://openalex.org/T13872","display_name":"Vocational and Entrepreneurial Education","score":0.61080002784729,"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"}},{"id":"https://openalex.org/T14508","display_name":"Vocational Education and Training","score":0.0860000029206276,"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"}},{"id":"https://openalex.org/T13564","display_name":"Education and Public Policy","score":0.05130000039935112,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/industry-education-integration","display_name":"industry-education integration","score":0.9980000257492065},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"quality assessment","score":0.8339999914169312},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.6380000114440918},{"id":"https://openalex.org/keywords/multi-source-data-fusion","display_name":"multi-source data fusion","score":0.8460000157356262},{"id":"https://openalex.org/keywords/indicator-system","display_name":"indicator system","score":0.7329999804496765},{"id":"https://openalex.org/keywords/indicator-weighting","display_name":"indicator weighting","score":0.5460000038146973},{"id":"https://openalex.org/keywords/vocational-colleges","display_name":"vocational colleges","score":0.7250000238418579},{"id":"https://openalex.org/keywords/dynamic-monitoring","display_name":"dynamic monitoring","score":0.8240000009536743},{"id":"https://openalex.org/keywords/policy-context","display_name":"policy environment","score":0.574999988079071},{"id":"https://openalex.org/keywords/resource-inputs","display_name":"resource inputs","score":0.6439999938011169},{"id":"https://openalex.org/keywords/integration-processes","display_name":"integration processes","score":0.6010000109672546}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6136999726295471},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6043999791145325},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5759000182151794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.572700023651123},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5702999830245972},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5016999840736389},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47530001401901245},{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.46480000019073486},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.44530001282691956},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.43130001425743103},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.375},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3142000138759613},{"id":"https://openalex.org/C33326189","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information integration","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.3098999857902527},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30869999527931213},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3084999918937683},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.299699991941452},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29089999198913574},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.29019999504089355},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2849000096321106},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28279998898506165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.275299996137619},{"id":"https://openalex.org/C2777826224","wikidata":"https://www.wikidata.org/wiki/Q5250404","display_name":"Deep integration","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26179999113082886},{"id":"https://openalex.org/C19527686","wikidata":"https://www.wikidata.org/wiki/Q1665453","display_name":"System integration","level":2,"score":0.2563999891281128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3764206.3764337","doi":"https://doi.org/10.1145/3764206.3764337","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3764206.3764337","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3764206.3764337","source":{"id":"https://openalex.org/S7407096993","display_name":"International Conference on Intelligent Education and Computer Technology (IECT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"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 2nd International Conference on Intelligent Education and Computer Technology","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3764206.3764337","doi":"https://doi.org/10.1145/3764206.3764337","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3764206.3764337","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3764206.3764337","source":{"id":"https://openalex.org/S7407096993","display_name":"International Conference on Intelligent Education and Computer Technology (IECT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"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 2nd International Conference on Intelligent Education and Computer Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.975600004196167},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4943999946117401}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416844166.pdf","grobid_xml":"https://content.openalex.org/works/W4416844166.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W4403465256","https://openalex.org/W4404837784","https://openalex.org/W4404934942","https://openalex.org/W4406103988","https://openalex.org/W4407828883","https://openalex.org/W4409112282","https://openalex.org/W4410997084"],"related_works":["https://openalex.org/W4398757844","https://openalex.org/W4402961037","https://openalex.org/W4409602004","https://openalex.org/W7169524367","https://openalex.org/W7162652270","https://openalex.org/W4410859476","https://openalex.org/W7169612819","https://openalex.org/W7163381023","https://openalex.org/W7221767873","https://openalex.org/W4405385734"],"abstract_inverted_index":{"This":[0,191],"study":[1],"builds":[2],"a":[3,38],"model":[4,94,140],"for":[5,133,162,206,214],"quality":[6,218],"evaluation":[7,26,93,107,111,171,201],"and":[8,33,49,52,56,69,86,102,115,130,135,156,159,167,188,203,209,219],"optimization":[9,204],"of":[10,24,164],"industry-education":[11,216],"integration":[12,47,185,217],"based":[13],"on":[14,170],"big":[15],"data":[16,67,74],"tech.":[17],"It":[18],"aims":[19],"to":[20,59],"address":[21],"the":[22],"limitations":[23],"traditional":[25,148],"methods,":[27],"which":[28,211],"are":[29],"overly":[30],"simplistic,":[31],"subjective,":[32],"static.":[34],"First,":[35],"we":[36,64,90,173],"made":[37],"multi-level":[39],"indicator":[40,61],"system":[41],"covering":[42],"policy":[43,179],"environment,":[44],"resource":[45,182],"inputs,":[46],"process,":[48],"output":[50],"benefits,":[51],"used":[53,123],"hierarchical":[54],"analysis":[55],"expert":[57],"consultation":[58],"determine":[60],"weights.":[62],"Second,":[63],"developed":[65],"multi-source":[66],"fusion":[68],"feature":[70],"extraction,":[71],"integrating":[72],"five":[73],"sources:":[75],"education":[76],"management":[77],"systems,":[78,81],"company":[79],"information":[80],"government":[82],"open":[83],"data,":[84],"surveys":[85],"social":[87],"media.":[88],"Third,":[89],"designed":[91],"an":[92],"with":[95,112,118],"three":[96],"modules:":[97],"basic":[98],"evaluation,":[99],"dynamic":[100,113],"monitoring,":[101,114],"smart":[103],"diagnosis,":[104],"creating":[105],"innovative":[106],"that":[108],"combines":[109],"static":[110],"problem":[116],"finding":[117],"cause":[119],"diagnosis.":[120],"The":[121],"experiment":[122],"10":[124],"vocational":[125,221],"colleges":[126],"from":[127],"east,":[128],"central,":[129],"west":[131],"regions":[132],"verification":[134],"comparison.":[136],"Results":[137],"show":[138],"our":[139],"matches":[141],"reality":[142],"23.2":[143],"percentage":[144],"points":[145],"better":[146],"than":[147],"methods;":[149],"it":[150],"performs":[151],"great":[152],"in":[153,176],"stability":[154],"(0.911)":[155],"adaptability":[157],"(0.900);":[158],"works":[160],"well":[161],"schools":[163],"different":[165],"sizes":[166],"regions.":[168],"Based":[169],"results,":[172],"suggested":[174],"strategies":[175],"four":[177],"areas:":[178],"environment":[180],"optimization,":[181,184,187],"input":[183],"process":[186],"outcome":[189],"optimization.":[190],"research":[192],"not":[193],"only":[194],"expands":[195],"theory":[196],"but":[197],"also":[198],"provides":[199],"useful":[200],"tools":[202],"methods":[205],"government,":[207],"schools,":[208],"companies,":[210],"is":[212],"important":[213],"improving":[215],"promoting":[220],"education.":[222]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-12-01T00:00:00"}