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

<p>This paper combines the fuzzy cognitive diagnostic model and the four-parameter Logistics model to analyze students’ cognitive states of ideology, politics and English education. Following that, a design method based on fuzzy cognitive mapping is proposed based on cognitive diagnosis theory and educational goal classification theory, and the construction process of learners’ fuzzy cognitive mapping is specified from three perspectives: course knowledge mapping construction, learners’ cognitive level diagnosis, and cognitive mapping visualization. Finally, a personalized learning platform with a learning style tendency test, quantitative assessment of cognitive level, accurate construction of the cognitive map, dynamic pushing of learning paths, and similar recommendation of learning peers was constructed. The results showed that in the study of the impact of the teaching model incorporating Civics on the comprehensive level of English, a significant t=3.43 at 0.01 level, p=0.0018 was presented between the experimental group and the reference group, and the mean value of the experimental group exceeded that of the reference group by 13.23.</p>
</abstract>

This paper combines the fuzzy cognitive diagnostic model and the four-parameter Logistics model to analyze students’ cognitive states of ideology, politics and English education. Following that, a design method based on fuzzy cognitive mapping is proposed based on cognitive diagnosis theory and educational goal classification theory, and the construction process of learners’ fuzzy cognitive mapping is specified from three perspectives: course knowledge mapping construction, learners’ cognitive level diagnosis, and cognitive mapping visualization. Finally, a personalized learning platform with a learning style tendency test, quantitative assessment of cognitive level, accurate construction of the cognitive map, dynamic pushing of learning paths, and similar recommendation of learning peers was constructed. The results showed that in the study of the impact of the teaching model incorporating Civics on the comprehensive level of English, a significant t=3.43 at 0.01 level, p=0.0018 was presented between the experimental group and the reference group, and the mean value of the experimental group exceeded that of the reference group by 13.23.

The integration of English teaching and ideological and political education based on cognitive mapping constructs

Applied Mathematics and Nonlinear Sciences

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

This paper combines the fuzzy cognitive diagnostic model and the four-parameter Logistics model to analyze students’ cognitive states of ideology, politics and...

The integration of English teaching and ideological and political education based on cognitive mapping constructs

Published Online: Oct 15, 2023

Page range: -

Received: Jan 21, 2023

Accepted: Apr 25, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00641

Keywords
Fuzzy cognitive mapping, Logistic model, Cognitive level diagnosis, knowledge mapping, Civic education

© 2023 Jiao Zhang, published by Sciendo

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

The integration of English teaching and ideological and political education based on cognitive mapping constructs

Published Online: Oct 15, 2023

Page range: -

Received: Jan 21, 2023

Accepted: Apr 25, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00641

KeywordsFuzzy cognitive mapping, Logistic model, Cognitive level diagnosis, knowledge mapping, Civic education

© 2023 Jiao Zhang, published by Sciendo

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

Keywords
Fuzzy cognitive mapping, Logistic model, Cognitive level diagnosis, knowledge mapping, Civic education