RESEARCH ARTICLE


BP Neural Network Model-Based Physical Exercises and Dietary Habits Relationships Exploration



Xingwei Guo1, *, Xuesheng Zhang2, Yi Sun3
1 Teaching and Research Section of Physical Education, Department of Basic Courses, Changchun Guanghua University, Changchun, 130017, Jilin, China
2 North China Institute of Science and Technology, Sanhe, 065201, Hebei, China
3 Institute of Physical Education, Jilin University, Changchun 130012, Jilin, China


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Creative Commons License
© Guo et al.; Licensee Bentham Open.

open-access license: This is an open access article licensed under the terms of the (https://creativecommons.org/licenses/by/4.0/legalcode), which permits unrestricted, noncommercial use, distribution and reproduction in any medium, provided the work is properly cited.

* Address correspondence to this author at the Changchun Guanghua University, Changchun, 130017, Jilin, China; Tel: +86-13247488876;, E-mail: tiyuxi@qq.com


Abstract

With the continuous progress of society and increment of social pressure, people have paid little and little attentions to physical exercises and dietary necessity. Taking Beijing, Shanghai, Guangzhou, Shenzhen, Shijiazhuang and Baotou university students as research objects, targeted at physical exercises time and dietary habits, it starts investigation. Making principal component analysis of investigation results, it indicates that cereal intake is principal component in dietary habits; strenuous exercise time and general physical exercise time are the principal components in physical exercise. Utilizing BP neural network model, and analyzing these seven cities’ physical exercises and dietary habits conditions, the result indicates that except for Shenzhen, all the other six cities haven’t reached the standard.

Keywords: BP neural network, dietary habits, physical exercises, principal component analysis.