Physical Training Information System of College Sports Based on Big Data Mobile Terminal

Xian-feng, Dong

doi:10.1155/2021/4109794

Cited by 10 publications

(6 citation statements)

References 17 publications

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“…As a consequence, this article will concentrate on reforming university PE in the age of big data. Dong [ 17 ] investigated a big data embedded system to improve the efficiency of teaching physical skills and fulfill the demand for highly trained athletes. This research examines the significance of big data and embedded system approach to assess the college physical activity coaching information system about the big data mobile terminal.…”

Section: Related Workmentioning

confidence: 99%

Study on the Reform and Development of Modern Physical Education Teaching Based on 5G Internet Communication Technology

Shaohui

Han

Feng

2022

Computational Intelligence and Neuroscience

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Physical education (PE) is, in general, one of the most important skills developed for human healthiness. Many barriers exist in society to improve the performance in Chinese physical activities. Furthermore, the incorporation of 5G communication network technology is becoming a trend in the increase of physical activity in China on a daily basis. Physical exercise may assist Chinese people to enhance their mental abilities, self-concept, and goal orientation and avoid mental illnesses such as sadness and anxiety. Physical exercise without education is like having a body but no soul. There is no doubt about the value of physical education and other types of exercise in the educational system. In this paper, we propose refined physical education teaching based on 5G network technology to obtain everlasting data without termination. First, we preprocess the sports dataset using a stacked denoising autoencoder (SDAE), and a Gaussian Mixture Model (GMM) is utilized for the feature extraction process. A random forest approach (RFA) is then used in the selection of the features. Furthermore, we adopted a CNN-based upgraded classifier for classification and efficient data allocation (EDA) algorithm for storing data generated by the 5G network. Experimental results reveal that our proposed method outperforms the baseline methods by a huge margin.

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Section: Related Workmentioning

confidence: 99%

Study on the Reform and Development of Modern Physical Education Teaching Based on 5G Internet Communication Technology

Shaohui

Han

Feng

2022

Computational Intelligence and Neuroscience

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“…In a broad sense, ER refer to all resources related to educational activities, including educational human resources, educational financial resources, educational material resources, educational information resources, educational environmental resources, and educational technology resources. ER in a narrow sense refer to the core ER that are most directly and closely related to talent training, including university human resources, university curriculum resources, and university material resources [11,12]. This article is a research from the narrow sense of ER.…”

Section: Er "mentioning

confidence: 99%

Intelligent Construction and Mechanism of Educational Big Data Information for Resource Sharing

2022

Wireless Communications and Mobile Computing

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The word “sharing” is not unfamiliar to everyone now, but many people do not understand the sharing of educational resources (ER), and the distribution of ER does not seem to be the topic that people are most concerned about. This paper is aimed at conducting research on the construction of educational big data information intelligence based on resource sharing. A parallel association rule mining approach for educational big data is proposed in this research. Now, the educational big data is classified, and then, the data is operated. At the same time, a CcG-based educational information resource sharing platform has also been built for educational resource sharing, which can be used for cloud download and upload functions of cloud computing (CcG) for teaching and educational resource sharing. The experimental results of this paper show that the educational information resource sharing platform in this paper processes about 150 information per second, and its service performance must be better than that of traditional educational platforms.

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“…Toddlers refer to children aged 3-6, which is also the period of early childhood education. In kindergartens, as the space for this group to study and live, physical activity is one of the main educational methods, which has a positive e ect and in uence on the health and tness of young children [1,2]. However, from the actual situation, the evaluation link is always a weak point in the development of physical activities in the early childhood stage, and it is di cult to draw scienti c results, resulting in insu cient exibility in children's physical activities [3].…”

Section: Introductionmentioning

confidence: 99%

Analysis of Children’s Sports Evaluation Based on Big Data

Yin

Kai-zhen

2022

Mobile Information Systems

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The physical health level of children in our country is relatively low and becoming worse with each passing day. In this context, the quality of children’s physical education has been given a higher degree of attention, and the arrival of the era of big data has provided a better development opportunity for children’s physical education, which has broken the traditional thinking of physical education. Further, it can significantly improve the education level of children’s physical education. Therefore, this study examines the importance of evaluating children’s sports performance and provides a plan for developing a system based on physical fitness using the concept of big data. The findings of this study suggest that the conduction of such a research study is of great importance and gives novel ideas for improving children’s physical activity environments. Using the concept of big data technology, the degree of physical fitness among children has dramatically improved. Further, it is envisaged that this research would bring out the optimal and evaluation direction of children’s physical activities in the current era.

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Physical Training Information System of College Sports Based on Big Data Mobile Terminal

Cited by 10 publications

References 17 publications

Study on the Reform and Development of Modern Physical Education Teaching Based on 5G Internet Communication Technology

Study on the Reform and Development of Modern Physical Education Teaching Based on 5G Internet Communication Technology

Intelligent Construction and Mechanism of Educational Big Data Information for Resource Sharing

Analysis of Children’s Sports Evaluation Based on Big Data

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