APPLICATION ANALYSIS OF DIGITAL NEURAL NETWORK-BASED DATA MINING METHOD IN MAXIMIZING THE PERFORMANCE OF SPORTS TRAINING
| العنوان: | APPLICATION ANALYSIS OF DIGITAL NEURAL NETWORK-BASED DATA MINING METHOD IN MAXIMIZING THE PERFORMANCE OF SPORTS TRAINING |
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| المؤلفون: | Kaijie Chen, Feng Cao, Liling Hao, Maojuan Xiang, M.M. Kamruzzaman |
| المصدر: | Revista Brasileira de Medicina do Esporte v.29 2023 Revista brasileira de medicina do esporte Sociedade Brasileira de Medicina do Exercício e do Esporte (SBMEE) instacron:SBMEE |
| بيانات النشر: | FapUNIFESP (SciELO), 2023. |
| سنة النشر: | 2023 |
| مصطلحات موضوعية: | Data Analysis, Physical Education and Training, Data Mining, Physical Therapy, Sports Therapy and Rehabilitation, Orthopedics and Sports Medicine, Neural Networks, Computer |
| الوصف: | Introduction: In today's rapid development of science and technology, digital network data mining technology is developing as fast as the expansion of the frontiers of science and technology allows, with a very broad application level, covering most of the civilized environment. However, there is still much to explore in the application of sports training. Objective: Analyze the feasibility of data mining based on the digital network of sports training, maximizing athletes’ training. Methods: This paper uses the experimental analysis of human FFT, combined with BP artificial intelligence network and deep data mining technology, to design a new sports training environment. The controlled test of this model was designed to compare advanced athletic training modalities with traditional modalities, comparing the athletes’ explosive power, endurance, and fitness. Results: After 30 days of physical training, the athletic strength of athletes with advanced fitness increased by 15.33%, endurance increased by 15.85%, and fitness increased by 14.23%. Conclusion: The algorithm designed in this paper positively impacts maximizing athletes’ training. It may have a favorable impact on training outcomes, as well as increase the athlete's interest in the sport. Level of evidence II; Therapeutic studies - investigating treatment outcomes. |
| وصف الملف: | text/html |
| تدمد: | 1806-9940 1517-8692 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7d863aaff3478703c5de223e06ef80d0 https://doi.org/10.1590/1517-8692202329012022_0152 |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi.dedup.....7d863aaff3478703c5de223e06ef80d0 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 18069940 15178692 |
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