Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models
This paper first explores the revitalization of national traditional sports and cultural innovation and identifies the key to the definition of national traditional sports. Secondly, it explores the operation mechanism of sports and cultural co-innovation and proposes pathways for sports and cultura...
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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 |
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| Online Access: | https://doi.org/10.2478/amns.2023.2.01016 |
| _version_ | 1797340650542202880 |
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| author | Wu Wenjie |
| author_facet | Wu Wenjie |
| author_sort | Wu Wenjie |
| collection | DOAJ |
| description | This paper first explores the revitalization of national traditional sports and cultural innovation and identifies the key to the definition of national traditional sports. Secondly, it explores the operation mechanism of sports and cultural co-innovation and proposes pathways for sports and cultural innovation. Then, the relationship between traditional ethnic sports and sports culture innovation was studied using the BERT model in the deep learning model. Finally, a controlled experiment was designed to test the comparison of students’ performance before and after learning about sports culture innovation, and the study showed that the performance was improved by 14.3506 and 13.6275, respectively, and that learning about sports culture innovation was effective in improving students’ deep learning ability. Testing the role of three different algorithms on the revitalization and cultural innovation of national traditional sports, the accuracy of the four indicators of BERT is 0.75, 0.78, 0.88 and 0.98, respectively, which is in the first place, and the accuracy of BERT is higher. |
| first_indexed | 2024-03-08T10:06:16Z |
| format | Article |
| id | doaj.art-f218081b25ff49c98f29e699c0bb140d |
| 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-f218081b25ff49c98f29e699c0bb140d2024-01-29T08:52:38ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.01016Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning ModelsWu Wenjie01Sports Department, Suzhou University of Science and Technology, Suzhou, Jiangsu, 215009, China.This paper first explores the revitalization of national traditional sports and cultural innovation and identifies the key to the definition of national traditional sports. Secondly, it explores the operation mechanism of sports and cultural co-innovation and proposes pathways for sports and cultural innovation. Then, the relationship between traditional ethnic sports and sports culture innovation was studied using the BERT model in the deep learning model. Finally, a controlled experiment was designed to test the comparison of students’ performance before and after learning about sports culture innovation, and the study showed that the performance was improved by 14.3506 and 13.6275, respectively, and that learning about sports culture innovation was effective in improving students’ deep learning ability. Testing the role of three different algorithms on the revitalization and cultural innovation of national traditional sports, the accuracy of the four indicators of BERT is 0.75, 0.78, 0.88 and 0.98, respectively, which is in the first place, and the accuracy of BERT is higher.https://doi.org/10.2478/amns.2023.2.01016deep learning modelethnic traditional sportscultural innovationbert modelcontrolled experiment01a13 |
| spellingShingle | Wu Wenjie Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models Applied Mathematics and Nonlinear Sciences deep learning model ethnic traditional sports cultural innovation bert model controlled experiment 01a13 |
| title | Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models |
| title_full | Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models |
| title_fullStr | Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models |
| title_full_unstemmed | Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models |
| title_short | Revitalization and Cultural Innovation of Ethnic Traditional Sports Based on Deep Learning Models |
| title_sort | revitalization and cultural innovation of ethnic traditional sports based on deep learning models |
| topic | deep learning model ethnic traditional sports cultural innovation bert model controlled experiment 01a13 |
| url | https://doi.org/10.2478/amns.2023.2.01016 |
| work_keys_str_mv | AT wuwenjie revitalizationandculturalinnovationofethnictraditionalsportsbasedondeeplearningmodels |