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<p>This article takes personalized education as the starting point, discusses the application in mental health education, and uses the plain Bayesian classification model to classify college students’ mental health in a refined way. The article proposes an evidential reasoning timeliness evaluation model for calculating the total assessment value of ideological and political education in colleges and universities and its actual effect to evaluate the ideological and political education quality. In addition, combining mental health education and ideological and political education, this study constructs an innovative collaborative parenting education model. The empirical analysis shows that the overall level of students’ mental health and Civic and Political learning quality in college L exceeds 2.5 points. By building a model of coupling and coordination degree of mental health and civic education, the study found that the integration benefit index of the two showed an upward trend in 10 years, growing to 0.97852. The coupling and coordination degrees in 2022 reached 0.996332 and 0.911752, respectively, which showed a reasonable level. Through the educational model proposed in this paper, the integration of mental health education and ideological education is more effective, which provides an effective educational method for colleges and universities to improve the overall quality of students.</p>
</abstract>

This article takes personalized education as the starting point, discusses the application in mental health education, and uses the plain Bayesian classification model to classify college students’ mental health in a refined way. The article proposes an evidential reasoning timeliness evaluation model for calculating the total assessment value of ideological and political education in colleges and universities and its actual effect to evaluate the ideological and political education quality. In addition, combining mental health education and ideological and political education, this study constructs an innovative collaborative parenting education model. The empirical analysis shows that the overall level of students’ mental health and Civic and Political learning quality in college L exceeds 2.5 points. By building a model of coupling and coordination degree of mental health and civic education, the study found that the integration benefit index of the two showed an upward trend in 10 years, growing to 0.97852. The coupling and coordination degrees in 2022 reached 0.996332 and 0.911752, respectively, which showed a reasonable level. Through the educational model proposed in this paper, the integration of mental health education and ideological education is more effective, which provides an effective educational method for colleges and universities to improve the overall quality of students.

The Innovative Integration of College Students’ Mental Health Education and Civic Education Paths in the Age of Artificial Intelligence

Applied Mathematics and Nonlinear Sciences

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

This article takes personalized education as the starting point, discusses the application in mental health education, and uses the plain Bayesian...

The Innovative Integration of College Students’ Mental Health Education and Civic Education Paths in the Age of Artificial Intelligence

Published Online: Feb 26, 2024

Page range: -

Received: Jan 15, 2024

Accepted: Jan 25, 2024

DOI: https://doi.org/10.2478/amns-2024-0590

Keywords
Plain Bayesian classification, Evidence-based reasoning evaluation, Coupling coordination degree, Innovative integration

© 2024 Chenglong Dai et al., published by Sciendo

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

The Innovative Integration of College Students’ Mental Health Education and Civic Education Paths in the Age of Artificial Intelligence

Published Online: Feb 26, 2024

Page range: -

Received: Jan 15, 2024

Accepted: Jan 25, 2024

DOI: https://doi.org/10.2478/amns-2024-0590

KeywordsPlain Bayesian classification, Evidence-based reasoning evaluation, Coupling coordination degree, Innovative integration

© 2024 Chenglong Dai et al., published by Sciendo

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

Keywords
Plain Bayesian classification, Evidence-based reasoning evaluation, Coupling coordination degree, Innovative integration