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Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education

In order to solve the problems of poor physical fitness of college students and low efficiency of college sport venues' management, an intelligent sports management system based on deep learning technology is designed by using information technology and human-computer interaction under artifici...

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Autores principales: Wang, Ting, Park, Jinkyung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8060568/
https://www.ncbi.nlm.nih.gov/pubmed/33897543
http://dx.doi.org/10.3389/fpsyg.2021.634978
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author Wang, Ting
Park, Jinkyung
author_facet Wang, Ting
Park, Jinkyung
author_sort Wang, Ting
collection PubMed
description In order to solve the problems of poor physical fitness of college students and low efficiency of college sport venues' management, an intelligent sports management system based on deep learning technology is designed by using information technology and human-computer interaction under artificial intelligence. Based on the Browser/Server (B/S) structure, the intelligent sports management system is constructed. The basic framework of Spring Cloud is used to integrate the framework and components of each part, and a distributed microservice system is built. The artificial intelligence recommendation algorithm is used to analyze the user's age, body mass index (BMI), and physical health status, and recommend sports programs suitable for students, thus realizing the intelligent sports program recommendation function. At the same time, the recommendation algorithm is used to complete the course recommendation according to the students' preferences, teaching distance, opening time, course evaluation, and other indexes, and the course registration system is constructed; after the analysis of the entity and the relationship between the entities of the intelligent sports system, the database relational model of the system is designed with the entity relationship (E-R) diagram. The results of the functional test show that the system can run well. In conclusion, the sports training environment instructional system based on artificial intelligence and deep learning technology can meet the teaching needs of colleges, improve the sports' quality for college students, and promote psychological education.
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spelling pubmed-80605682021-04-23 Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education Wang, Ting Park, Jinkyung Front Psychol Psychology In order to solve the problems of poor physical fitness of college students and low efficiency of college sport venues' management, an intelligent sports management system based on deep learning technology is designed by using information technology and human-computer interaction under artificial intelligence. Based on the Browser/Server (B/S) structure, the intelligent sports management system is constructed. The basic framework of Spring Cloud is used to integrate the framework and components of each part, and a distributed microservice system is built. The artificial intelligence recommendation algorithm is used to analyze the user's age, body mass index (BMI), and physical health status, and recommend sports programs suitable for students, thus realizing the intelligent sports program recommendation function. At the same time, the recommendation algorithm is used to complete the course recommendation according to the students' preferences, teaching distance, opening time, course evaluation, and other indexes, and the course registration system is constructed; after the analysis of the entity and the relationship between the entities of the intelligent sports system, the database relational model of the system is designed with the entity relationship (E-R) diagram. The results of the functional test show that the system can run well. In conclusion, the sports training environment instructional system based on artificial intelligence and deep learning technology can meet the teaching needs of colleges, improve the sports' quality for college students, and promote psychological education. Frontiers Media S.A. 2021-04-08 /pmc/articles/PMC8060568/ /pubmed/33897543 http://dx.doi.org/10.3389/fpsyg.2021.634978 Text en Copyright © 2021 Wang and Park. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Wang, Ting
Park, Jinkyung
Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education
title Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education
title_full Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education
title_fullStr Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education
title_full_unstemmed Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education
title_short Design and Implementation of Intelligent Sports Training System for College Students' Mental Health Education
title_sort design and implementation of intelligent sports training system for college students' mental health education
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8060568/
https://www.ncbi.nlm.nih.gov/pubmed/33897543
http://dx.doi.org/10.3389/fpsyg.2021.634978
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