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2024 | OriginalPaper | Buchkapitel

Dynamic Monitoring Algorithm of Online College Physical Education Student Behavior in Complex Background

verfasst von : Li Lu

Erschienen in: Frontier Computing on Industrial Applications Volume 1

Verlag: Springer Nature Singapore

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Abstract

The role of dynamic monitoring in the behavior of students in college physical education is significant, but there is a problem that the monitoring accuracy is not high. Previous statistical monitoring methods could not solve the problem of accurate monitoring in behavioral monitoring, and there were few monitoring indicators. Therefore, a dynamic monitoring method is proposed to construct a behavior monitoring model. Firstly, the big data mining theory is used to plan behavior monitoring data, and the data collection and division are carried out according to student behavior to reduce the subjective factors in monitoring. Then, the big data mining theory plans the behavior monitoring, forms a data collection of monitoring results, and continuously monitors the data. MATLAB simulation shows that the dynamic monitoring method’s evaluation accuracy and monitoring time are better than the previous statistical monitoring methods under the condition of certain monitoring data.

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Literatur
1.
Zurück zum Zitat Wu, S., Dai, J., Yang, J.: An Experimental and Algorithm Research on the Influence of OTO Teaching Mode on College Students’ PE Learning Interest Based on Cloud Computing. Hindawi Limited (2021) Wu, S., Dai, J., Yang, J.: An Experimental and Algorithm Research on the Influence of OTO Teaching Mode on College Students’ PE Learning Interest Based on Cloud Computing. Hindawi Limited (2021)
2.
Zurück zum Zitat Kim, H., Song, T., Lim, S., et al.: Physical activity engagement outside of college physical education: application of the transtheoretical model. Am. J. Health Behav. 45(5), 924–932 (2021)CrossRef Kim, H., Song, T., Lim, S., et al.: Physical activity engagement outside of college physical education: application of the transtheoretical model. Am. J. Health Behav. 45(5), 924–932 (2021)CrossRef
3.
Zurück zum Zitat Wang, B., Barakati, A.A., Hasan, H.: Characteristics of mathematical statistics model of student emotion in college physical education. Appl. Math. Nonl. Sci. 7(1), 841–850 (2021) Wang, B., Barakati, A.A., Hasan, H.: Characteristics of mathematical statistics model of student emotion in college physical education. Appl. Math. Nonl. Sci. 7(1), 841–850 (2021)
5.
Zurück zum Zitat Yang, F.: Construction of graduate behavior dynamic model based on dynamic decision tree algorithm. Discrete Dyn. Nat. Soc. 2022, 1–10 (2022) Yang, F.: Construction of graduate behavior dynamic model based on dynamic decision tree algorithm. Discrete Dyn. Nat. Soc. 2022, 1–10 (2022)
Metadaten
Titel
Dynamic Monitoring Algorithm of Online College Physical Education Student Behavior in Complex Background
verfasst von
Li Lu
Copyright-Jahr
2024
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-9299-7_34