THE USE OF ARTIFICIAL NEURAL NETWORKS IN THE ANALYSIS OF THE DEVELOPMENT OF PHYSICAL CULTURE AND SPORTS-Reference-Cited by-同舟云学术

THE USE OF ARTIFICIAL NEURAL NETWORKS IN THE ANALYSIS OF THE DEVELOPMENT OF PHYSICAL CULTURE AND SPORTS

Published:2024-02-08 Issue: Volume: Page:66-69
ISSN:
Container-title:RUSSIAN JOURNAL OF INFORMATION TECHNOLOGY IN SPORTS. 2024. Vol.1, No S1. Collection of abstracts of the VII All-Russian Conference with international participation scientific and practical conference "SPORTS INFORMATICS DAY" on December 4-5, 2023
language:
Short-container-title:

Author:

Perova Valentina¹,Letiagina Elena¹^ORCID,Bashmurov Nikolay²³

Affiliation:

1. Lobachevsky State University of Nizhny Novgorod

2. the Leading and National Research Nizhigorodsky State University named after N.I. Lobachevsky

3. Nacional'nyy issledovatel'skiy Nizhegorodskiy gosudarstvennyy universitet im. N.I. Lobachevskogo

Abstract

A neural network cluster analysis of the state of physical culture and sports in the regions of Russia with the use of information technologies in the perspective of strengthening the health and active longevity of the country's population, ensuring national security of the state was carried out. Significant inequality in the functioning of the sports sphere has been established, prescribing various management decisions to increase the degree of its development.

Publisher

Russian Association of Computer Science in Sports

Reference5 articles.

1. Летягина Е.Н., Перова В.И., Волков А.Н., Кутасин А.Н. Цифровизация физической культуры и спорта. М.: Триумф, 2022. – 294 с., Letyagina E.N., Perova V.I., Volkov A.N., Kutasin A.N. Tsifrovizatsiya fizicheskoi kul'tury i sporta [Digitalization of physical culture and sports]. M., Triumph, 2022, 294 p (in Russian).

2. Almeida-Neto P.F., Neto R.B., Matos D.G., Medeiros J. et al. Using artificial neural networks to help in the process of sports selection and orientation through morphological and biodynamic parameters: a pilot study // Sport Sciences for Health. – 2023. – Vol. 19, No 5. – P. 929-937. DOI: 10.1007/s11332-022-00986-1, Almeida-Neto P.F., Neto R.B., Matos D.G., Medeiros J. et al. Using artificial neural networks to help in the process of sports selection and orientation through morphological and biodynamic parameters: a pilot study. Sport Sciences for Health, 2023, Vol. 19, No 5, pp. 929-937. DOI: 10.1007/s11332-022-00986-1

3. Letiagina E., Perova V., Orlova E. Neural network analysis of the development of physical education and sports in Russia as an economic factor of country security. In: Proc. 4th Int. Conf. on Innovations in Sports, Tourism and Instructional Science (ICISTIS 2019). Atlantis Press, 2019. P. 138-142. DOI: 10.2991/icistis-19.2019.37, Letiagina E., Perova V., Orlova E. Neural network analysis of the development of physical education and sports in Russia as an economic factor of country security. In: Proc. 4th Int. Conf. on Innovations in Sports, Tourism and Instructional Science (ICISTIS 2019). Atlantis Press, 2019, pp. 138-142. DOI: 10.2991/icistis-19.2019.37

4. Passos P., Araaújo D., Davids K., Gouveia L., Serpa S. Interpersonal dynamics in sport: the role of artificial neural networks and 3-D analysis // Behav. Res. Methods. – 2006. – Vol. 38, No 4. – P. 683–691. DOI: 10.3758/BF03193901, Passos P., Araaújo D., Davids K., Gouveia L., Serpa S. Interpersonal dynamics in sport: the role of artificial neural networks and 3-D analysis. Behav. Res. Methods, 2006, Vol. 38, No 4, pp. 683-691. DOI: 10.3758/BF03193901

5. Yang S., Luo L., Tan B. Research on sports performance prediction based on BP neural network // Mobile Information Systems. Vol. 2021. Article 5578871. DOI: 10.1155/2021/5578871, Yang S., Luo L., Tan B. Research on sports performance prediction based on BP neural network. Mobile Information Systems, Vol. 2021, Article 5578871. DOI: 10.1155/2021/5578871