Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health

The progress of social economy has created a better environment for the healthy development of young people, but the heavy schoolwork and life pressure have caused many students to ignore the scientific management of physical health. At this stage, people need a scientific physical health service sy...

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Main Authors: Xinwen Li, Chao Song, Christine A. Rochester, Chaobing Yan
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/6635346
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spelling doaj-c4b1404b215e4c77b90464aa47e076892021-02-15T12:52:51ZengHindawi-WileyComplexity1076-27871099-05262021-01-01202110.1155/2021/66353466635346Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical HealthXinwen Li0Chao Song1Christine A. Rochester2Chaobing Yan3Department of Physical Education, University of Electronic Science and Technology of China, Chengdu 610054, Sichuan, ChinaDepartment of Weapons and Control, Army Academy of Armored Forces, Beijing 100072, ChinaDepartment of Exercise Science, Physical Education and Recreation of Colorado State University, Pueblo, CO 81001, USASchool of Physical Education, Hunan Agricultural University, Changsha 410128, Hunan, ChinaThe progress of social economy has created a better environment for the healthy development of young people, but the heavy schoolwork and life pressure have caused many students to ignore the scientific management of physical health. At this stage, people need a scientific physical health service system to help students understand their own health data, propose targeted exercise methods and health knowledge, and actively encourage and guide students to participate in physical exercise. The purpose of this article is to cultivate students’ good self-exercise awareness and improve their physical fitness and health. To this end, this article has designed a smart health service system for young people. This article introduces the various service functions in the health management service system and explains in detail the entry, induction, and analysis of student physical health data in the system. The essence of the health intelligent service system is to provide students with targeted healthy exercise strategies through data analysis. This paper studies the health intervention plan of the health intelligent service system. From the experimental data, the improved particle swarm algorithm in this paper increases the effectiveness of the system in adolescent health data mining from 80.5% to 92.19%, which undoubtedly optimizes the system. It helps a lot.http://dx.doi.org/10.1155/2021/6635346
collection DOAJ
language English
format Article
sources DOAJ
author Xinwen Li
Chao Song
Christine A. Rochester
Chaobing Yan
spellingShingle Xinwen Li
Chao Song
Christine A. Rochester
Chaobing Yan
Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health
Complexity
author_facet Xinwen Li
Chao Song
Christine A. Rochester
Chaobing Yan
author_sort Xinwen Li
title Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health
title_short Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health
title_full Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health
title_fullStr Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health
title_full_unstemmed Construction of a Complex System Based on Big Data for the Intelligent Service System of Youth Physical Health
title_sort construction of a complex system based on big data for the intelligent service system of youth physical health
publisher Hindawi-Wiley
series Complexity
issn 1076-2787
1099-0526
publishDate 2021-01-01
description The progress of social economy has created a better environment for the healthy development of young people, but the heavy schoolwork and life pressure have caused many students to ignore the scientific management of physical health. At this stage, people need a scientific physical health service system to help students understand their own health data, propose targeted exercise methods and health knowledge, and actively encourage and guide students to participate in physical exercise. The purpose of this article is to cultivate students’ good self-exercise awareness and improve their physical fitness and health. To this end, this article has designed a smart health service system for young people. This article introduces the various service functions in the health management service system and explains in detail the entry, induction, and analysis of student physical health data in the system. The essence of the health intelligent service system is to provide students with targeted healthy exercise strategies through data analysis. This paper studies the health intervention plan of the health intelligent service system. From the experimental data, the improved particle swarm algorithm in this paper increases the effectiveness of the system in adolescent health data mining from 80.5% to 92.19%, which undoubtedly optimizes the system. It helps a lot.
url http://dx.doi.org/10.1155/2021/6635346
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