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<p>Leveraging the unique capabilities of intelligent technologies, this study presents an advanced approach to Civics and Politics education, emphasizing personalized and multimodal teaching strategies suitable for various educational stages. We establish an Integrated Civics and Political Teaching Platform using multimodal feature fusion algorithms coupled with personalized recommendation techniques. This platform incorporates genetic algorithm-based analysis of students’ learning behaviors, facilitating a Precision Teaching Service Model that tailors education to individual needs. A comparative study of semester scores highlights the model’s effectiveness: notably, a substantial 19.89 point increase in declarative knowledge scores and a significant reduction in the variability of strategic knowledge scores by 5.28 points. These results affirm the benefits of personalized teaching in enhancing student outcomes in Civics education.</p>
</abstract>

Leveraging the unique capabilities of intelligent technologies, this study presents an advanced approach to Civics and Politics education, emphasizing personalized and multimodal teaching strategies suitable for various educational stages. We establish an Integrated Civics and Political Teaching Platform using multimodal feature fusion algorithms coupled with personalized recommendation techniques. This platform incorporates genetic algorithm-based analysis of students’ learning behaviors, facilitating a Precision Teaching Service Model that tailors education to individual needs. A comparative study of semester scores highlights the model’s effectiveness: notably, a substantial 19.89 point increase in declarative knowledge scores and a significant reduction in the variability of strategic knowledge scores by 5.28 points. These results affirm the benefits of personalized teaching in enhancing student outcomes in Civics education.

Precision Teaching of Civics Integration in Universities and Primary Schools with Individual Differences in the Age of Artificial Intelligence

Applied Mathematics and Nonlinear Sciences

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

Leveraging the unique capabilities of intelligent technologies, this study presents an advanced approach to Civics and Politics education, emphasizing...

Precision Teaching of Civics Integration in Universities and Primary Schools with Individual Differences in the Age of Artificial Intelligence

Published Online: May 03, 2024

Page range: -

Received: Apr 22, 2024

Accepted: Apr 28, 2024

DOI: https://doi.org/10.2478/amns-2024-0964

Keywords
Multimodal features, Personalized recommendation, Individual differences, Precision teaching, Civics integration

© 2024 Yu Jia, published by Sciendo

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

Precision Teaching of Civics Integration in Universities and Primary Schools with Individual Differences in the Age of Artificial Intelligence

Published Online: May 03, 2024

Page range: -

Received: Apr 22, 2024

Accepted: Apr 28, 2024

DOI: https://doi.org/10.2478/amns-2024-0964

KeywordsMultimodal features, Personalized recommendation, Individual differences, Precision teaching, Civics integration

© 2024 Yu Jia, published by Sciendo

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

Keywords
Multimodal features, Personalized recommendation, Individual differences, Precision teaching, Civics integration