Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis
This paper adopts the combination of fusion features and data clustering analysis, using fusion features and the FasterRCNN algorithm to process the data of artisanal skill cultivation and industrial synergistic development in the context of vocational education and derive relevant features. The fea...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/amns.2023.2.01093 |
| _version_ | 1797340650755063808 |
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| author | Tong Haijun Cai Ying |
| author_facet | Tong Haijun Cai Ying |
| author_sort | Tong Haijun |
| collection | DOAJ |
| description | This paper adopts the combination of fusion features and data clustering analysis, using fusion features and the FasterRCNN algorithm to process the data of artisanal skill cultivation and industrial synergistic development in the context of vocational education and derive relevant features. The features are fused and categorized by means of anchor frame extraction, and the processed data form a feature model. Then, the current development of vocational education in 31 provinces in China was analyzed using data clustering analysis, and Jiangsu Province, which has the best development, was selected for data collection. Six hundred and fourteen pieces of graduate information were selected for cluster analysis, and it was concluded that the cultivation of artisanal skill talents in the context of vocational education has a positive impact on the synergistic development of the industry. |
| first_indexed | 2024-03-08T10:06:16Z |
| format | Article |
| id | doaj.art-f2ecb530a658477c81ca38afd6f02298 |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:06:16Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-f2ecb530a658477c81ca38afd6f022982024-01-29T08:52:39ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.01093Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysisTong Haijun0Cai Ying11School of Economics and Trade, Taizhou Vocational & Technical College, Taizhou, Zhejiang, 318000, China.1School of Economics and Trade, Taizhou Vocational & Technical College, Taizhou, Zhejiang, 318000, China.This paper adopts the combination of fusion features and data clustering analysis, using fusion features and the FasterRCNN algorithm to process the data of artisanal skill cultivation and industrial synergistic development in the context of vocational education and derive relevant features. The features are fused and categorized by means of anchor frame extraction, and the processed data form a feature model. Then, the current development of vocational education in 31 provinces in China was analyzed using data clustering analysis, and Jiangsu Province, which has the best development, was selected for data collection. Six hundred and fourteen pieces of graduate information were selected for cluster analysis, and it was concluded that the cultivation of artisanal skill talents in the context of vocational education has a positive impact on the synergistic development of the industry.https://doi.org/10.2478/amns.2023.2.01093fusion characteristicsdata clustering analysisvocational educationskilled personnelindustry synergy development97d60 |
| spellingShingle | Tong Haijun Cai Ying Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis Applied Mathematics and Nonlinear Sciences fusion characteristics data clustering analysis vocational education skilled personnel industry synergy development 97d60 |
| title | Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis |
| title_full | Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis |
| title_fullStr | Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis |
| title_full_unstemmed | Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis |
| title_short | Research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis |
| title_sort | research on the synergistic development of artisanal skill talents cultivation and industry in the context of vocational education based on integration characteristics and cluster analysis |
| topic | fusion characteristics data clustering analysis vocational education skilled personnel industry synergy development 97d60 |
| url | https://doi.org/10.2478/amns.2023.2.01093 |
| work_keys_str_mv | AT tonghaijun researchonthesynergisticdevelopmentofartisanalskilltalentscultivationandindustryinthecontextofvocationaleducationbasedonintegrationcharacteristicsandclusteranalysis AT caiying researchonthesynergisticdevelopmentofartisanalskilltalentscultivationandindustryinthecontextofvocationaleducationbasedonintegrationcharacteristicsandclusteranalysis |