<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>The management of college physical education will inevitably become more digital in the Internet era. In this paper, the architecture of the informatization management system is built through three parts: classroom management, sports equipment management and sports association management, and the conceptual model and table structure of the sports informatization database are designed. By establishing the portrait of physical education students and teaching resources and combining them with the differential evolution process, a sports resource recommendation algorithm based on adaptive differential evolution is proposed. The recommendation accuracy of the adaptive algorithm reached 71.24%, which improved by 5.92 percentage points compared with the SVD algorithm. Meanwhile, the MAE of the method in this paper is lower than other algorithms by 0.12, 0.18 and 0.21, respectively, which has better performance. The information management system combined with the adaptive DE breaks the traditional physical education management model.</p>
</abstract>

The management of college physical education will inevitably become more digital in the Internet era. In this paper, the architecture of the informatization management system is built through three parts: classroom management, sports equipment management and sports association management, and the conceptual model and table structure of the sports informatization database are designed. By establishing the portrait of physical education students and teaching resources and combining them with the differential evolution process, a sports resource recommendation algorithm based on adaptive differential evolution is proposed. The recommendation accuracy of the adaptive algorithm reached 71.24%, which improved by 5.92 percentage points compared with the SVD algorithm. Meanwhile, the MAE of the method in this paper is lower than other algorithms by 0.12, 0.18 and 0.21, respectively, which has better performance. The information management system combined with the adaptive DE breaks the traditional physical education management model.

Information management of university physical education based on adaptive differential evolutionary algorithm

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

The management of college physical education will inevitably become more digital in the Internet era. In this paper, the architecture of the informatization...

Information management of university physical education based on adaptive differential evolutionary algorithm

Online veröffentlicht: 17. Okt. 2023

Seitenbereich: -

Eingereicht: 20. Nov. 2022

Akzeptiert: 27. Apr. 2023

DOI: https://doi.org/10.2478/amns.2023.2.00674

Schlüsselwörter
Information management system, Table structure, Teaching resource portrait, Differential evolution, Adaptive DE

© 2023 Hongchun Jia et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Information management of university physical education based on adaptive differential evolutionary algorithm

Online veröffentlicht: 17. Okt. 2023

Seitenbereich: -

Eingereicht: 20. Nov. 2022

Akzeptiert: 27. Apr. 2023

DOI: https://doi.org/10.2478/amns.2023.2.00674

SchlüsselwörterInformation management system, Table structure, Teaching resource portrait, Differential evolution, Adaptive DE

© 2023 Hongchun Jia et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Schlüsselwörter
Information management system, Table structure, Teaching resource portrait, Differential evolution, Adaptive DE