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

<p>Cultivating innovative talents is an important goal of the talent cultivation strategy in the new era, and ideological and political education is an indispensable part of cultivating a correct outlook on life and the spirit of innovation. In order to fully leverage the supporting role of ideological and political education in cultivating innovative talents, this paper proposes an enhanced collaborative filtering algorithm and content recommendation algorithm. The traditional Civic and Political learning evaluation algorithm is improved by considering the forgetting factor and introducing disciplinary abilities and sequence dependence. The results of the experimental analysis point out that the average grade improvement of the seven Civics and Politics knowledge points of the students in the experimental class reaches 10.3%, the mean value of the four innovation dimensions reaches 14.95 points, and the average agreement rate between the self-assessment results of the learning effect and the results of the evaluation model is 90%. It shows that the optimized Civics personalized learning and evaluation method, based on this paper, has positive effects.</p>
</abstract>

Cultivating innovative talents is an important goal of the talent cultivation strategy in the new era, and ideological and political education is an indispensable part of cultivating a correct outlook on life and the spirit of innovation. In order to fully leverage the supporting role of ideological and political education in cultivating innovative talents, this paper proposes an enhanced collaborative filtering algorithm and content recommendation algorithm. The traditional Civic and Political learning evaluation algorithm is improved by considering the forgetting factor and introducing disciplinary abilities and sequence dependence. The results of the experimental analysis point out that the average grade improvement of the seven Civics and Politics knowledge points of the students in the experimental class reaches 10.3%, the mean value of the four innovation dimensions reaches 14.95 points, and the average agreement rate between the self-assessment results of the learning effect and the results of the evaluation model is 90%. It shows that the optimized Civics personalized learning and evaluation method, based on this paper, has positive effects.

The Role and Path of Ideological and Political Education in Cultivating Innovative Talents

Applied Mathematics and Nonlinear Sciences

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

Cultivating innovative talents is an important goal of the talent cultivation strategy in the new era, and ideological and political education is an...

The Role and Path of Ideological and Political Education in Cultivating Innovative Talents

Published Online: Aug 05, 2024

Page range: -

Received: Apr 24, 2024

Accepted: Jul 08, 2024

DOI: https://doi.org/10.2478/amns-2024-2131

Keywords
Collaborative filtering, Content recommendation, Knowledge tracking, Teaching evaluation, Civics education

© 2024 Ruirui Wei et al., published by Sciendo

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

The Role and Path of Ideological and Political Education in Cultivating Innovative Talents

Published Online: Aug 05, 2024

Page range: -

Received: Apr 24, 2024

Accepted: Jul 08, 2024

DOI: https://doi.org/10.2478/amns-2024-2131

KeywordsCollaborative filtering, Content recommendation, Knowledge tracking, Teaching evaluation, Civics education

© 2024 Ruirui Wei et al., published by Sciendo

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

Keywords
Collaborative filtering, Content recommendation, Knowledge tracking, Teaching evaluation, Civics education