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

<p>This article uses the theory of probability and statistics to evaluate the thinking dynamics of college students to understand the psychological state of college students. First, the paper uses a web crawler to crawl and analyze the official micro articles. Using the method of probability statistics and the K-mean clustering method, we can understand the psychological state of college students in real time. The results of this experiment show that the current hot topics can be obtained within a certain period by using the statistical method of vocabulary display and clustering. The purpose of this paper is to propose corresponding countermeasures and approaches for the ideological and political work of college graduates. This model has a positive effect on cultivating college students’ values and ways of thinking.</p>
</abstract>

This article uses the theory of probability and statistics to evaluate the thinking dynamics of college students to understand the psychological state of college students. First, the paper uses a web crawler to crawl and analyze the official micro articles. Using the method of probability statistics and the K-mean clustering method, we can understand the psychological state of college students in real time. The results of this experiment show that the current hot topics can be obtained within a certain period by using the statistical method of vocabulary display and clustering. The purpose of this paper is to propose corresponding countermeasures and approaches for the ideological and political work of college graduates. This model has a positive effect on cultivating college students’ values and ways of thinking.

The Ideological and Political Education Model of College Students Based on Probability Theory and Statistics

Jiyang College of Zhejiang A&F University

Applied Mathematics and Nonlinear Sciences

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

This article uses the theory of probability and statistics to evaluate the thinking dynamics of college students to understand the psychological state of...

The Ideological and Political Education Model of College Students Based on Probability Theory and Statistics

Published Online: Jun 06, 2023

Page range: 1745 - 1754

Received: Aug 15, 2022

Accepted: Nov 15, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00277

Keywords
Ideological and political education, Education portrait of college students, Probability theory, statistics, Hierarchical clustering, Word Cloud

© 2023 Wangwei Xuan, published by Sciendo

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

The Ideological and Political Education Model of College Students Based on Probability Theory and Statistics

Published Online: Jun 06, 2023

Page range: 1745 - 1754

Received: Aug 15, 2022

Accepted: Nov 15, 2022

DOI: https://doi.org/10.2478/amns.2023.1.00277

KeywordsIdeological and political education, Education portrait of college students, Probability theory, statistics, Hierarchical clustering, Word Cloud

© 2023 Wangwei Xuan, published by Sciendo

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

Keywords
Ideological and political education, Education portrait of college students, Probability theory, statistics, Hierarchical clustering, Word Cloud