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

<p>This paper is based on the VAR model, a regression analysis of the correlation between labor education and ideological and political education. Firstly, the LDA algorithm is used to speculate about the document to obtain the probability distribution of the subject, and this is used as the current subject feature. Then use the gray correlation algorithm to measure the distribution characteristics of each different indicator from the object dimension, and measure the correlation size and positive and negative by extracting the relative difference between indicators. Finally, the TF-IDF algorithm is used to determine the word weights, and text clustering is invoked to merge texts with the same theme. After the teaching of the VAR model, the significance of the learning motivation of the students in the experimental group is 0.009, the passing rate of the final grades is around 76%, and the significance of the dimensions of the learning effect is less than 0.05. It shows that the integration of labor education with ideological and political education can lead students to strengthen their concepts of labor so as to realize students’ comprehensive development.</p>
</abstract>

This paper is based on the VAR model, a regression analysis of the correlation between labor education and ideological and political education. Firstly, the LDA algorithm is used to speculate about the document to obtain the probability distribution of the subject, and this is used as the current subject feature. Then use the gray correlation algorithm to measure the distribution characteristics of each different indicator from the object dimension, and measure the correlation size and positive and negative by extracting the relative difference between indicators. Finally, the TF-IDF algorithm is used to determine the word weights, and text clustering is invoked to merge texts with the same theme. After the teaching of the VAR model, the significance of the learning motivation of the students in the experimental group is 0.009, the passing rate of the final grades is around 76%, and the significance of the dimensions of the learning effect is less than 0.05. It shows that the integration of labor education with ideological and political education can lead students to strengthen their concepts of labor so as to realize students’ comprehensive development.

Exploration of Labor Education into Ideological and Political Education Based on the VAR Model

Applied Mathematics and Nonlinear Sciences

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

This paper is based on the VAR model, a regression analysis of the correlation between labor education and ideological and political education. Firstly, the...

Exploration of Labor Education into Ideological and Political Education Based on the VAR Model

Published Online: Dec 11, 2023

Page range: -

Received: Feb 14, 2023

Accepted: Jun 21, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01445

Keywords
VAR model, Labor education, Distribution probability, LDA algorithm, Grey correlation, Word weights

© 2023 Chun Cheng, published by Sciendo

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

Exploration of Labor Education into Ideological and Political Education Based on the VAR Model

Published Online: Dec 11, 2023

Page range: -

Received: Feb 14, 2023

Accepted: Jun 21, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01445

KeywordsVAR model, Labor education, Distribution probability, LDA algorithm, Grey correlation, Word weights

© 2023 Chun Cheng, published by Sciendo

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

Keywords
VAR model, Labor education, Distribution probability, LDA algorithm, Grey correlation, Word weights