Research Article
The Construction of the Improvement System of Ideological, Political and Educational Effects of College Physical Education Courses Based on Data Discovery
@INPROCEEDINGS{10.1007/978-3-031-63130-6_29, author={Ning Zou and Liangyu Zhang}, title={The Construction of the Improvement System of Ideological, Political and Educational Effects of College Physical Education Courses Based on Data Discovery}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part I}, proceedings_a={BIGIOT-EDU}, year={2024}, month={7}, keywords={Data mining College physical education courses Course ideological and political Sports system}, doi={10.1007/978-3-031-63130-6_29} }- Ning Zou
Liangyu Zhang
Year: 2024
The Construction of the Improvement System of Ideological, Political and Educational Effects of College Physical Education Courses Based on Data Discovery
BIGIOT-EDU
Springer
DOI: 10.1007/978-3-031-63130-6_29
Abstract
As humanity enters the information era in its entirety, the area of education likewise enters the information age of education. Several new educational technologies have evolved in this century to accelerate the expansion of education information technology, generating vast volumes of data, which has amassed to build a database. Most data in education can only partially be exploited due to the explosion of data. For this issue, data mining technology is introduced. Course ideological and political education is the main part of the quality of ideological and political work in colleges and universities is the top-level design of college talent training and provides a new perspective for constructing an Ideological and political education effect improvement system in College Physical Education courses. Physical education is the foundation of the general education course module at colleges and universities, and it bears the vital task of shaping a moral individual. The foundation of “Course Ideological and Political” education in sports is educational courses. This work uses data mining techniques to investigate the goals of ideological and political education in colleges and universities and construct a system to enhance the efficacy of ideological and political education in colleges and universities. The paper establishes the improvement system of college sports’ ideological and political education effect, clarifies the ideological and political path of sports courses, and establishes relevant mechanisms by describing the data mining theory, process, and main algorithms, including decision tree algorithm, association rule algorithm, and so on, and based on this algorithm. Finally, it examines how instructors utilize more methods to educate people in Ideological and political education in physical education classes, with 77% using multimedia teaching to form WeChat groups. To assess the ideological and political teaching effect of students’ physical education courses, 41% of students from all categories participated in the analysis and evaluation, demonstrating that the ideological and political education effect of physical education courses is remarkable.
