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

<p>Small Private Online Courses (SPOC) represent a significant stride in online education, merging personalization with flexibility to revolutionize moral education. Our research investigates the efficacy of SPOC for ethical education, leveraging advanced analytics like Pearson correlation and cosine similarity, alongside 3D convolutional neural network-based student behavior analysis, to develop a tailored teaching recommendation system. In a comparative 20-week trial involving traditional and SPOC methodologies, students engaged with SPOC demonstrated superior cognitive, emotional, and behavioral performance, outscoring their peers by 4.011 points in moral education. These findings underscore the transformative potential of SPOC in enhancing the quality and effectiveness of moral education online.</p>
</abstract>

Small Private Online Courses (SPOC) represent a significant stride in online education, merging personalization with flexibility to revolutionize moral education. Our research investigates the efficacy of SPOC for ethical education, leveraging advanced analytics like Pearson correlation and cosine similarity, alongside 3D convolutional neural network-based student behavior analysis, to develop a tailored teaching recommendation system. In a comparative 20-week trial involving traditional and SPOC methodologies, students engaged with SPOC demonstrated superior cognitive, emotional, and behavioral performance, outscoring their peers by 4.011 points in moral education. These findings underscore the transformative potential of SPOC in enhancing the quality and effectiveness of moral education online.

Research on Online Course Design and Application of SPOC-based Moral Education Course

Applied Mathematics and Nonlinear Sciences

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

Small Private Online Courses (SPOC) represent a significant stride in online education, merging personalization with flexibility to revolutionize moral...

Research on Online Course Design and Application of SPOC-based Moral Education Course

Published Online: Apr 01, 2024

Page range: -

Received: Feb 05, 2024

Accepted: Feb 12, 2024

DOI: https://doi.org/10.2478/amns-2024-0822

Keywords
SPOC, Moral education course, Online course design, Student behavior identification

© 2024 Yingshuai Zhang et al., published by Sciendo

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

Research on Online Course Design and Application of SPOC-based Moral Education Course

Published Online: Apr 01, 2024

Page range: -

Received: Feb 05, 2024

Accepted: Feb 12, 2024

DOI: https://doi.org/10.2478/amns-2024-0822

KeywordsSPOC, Moral education course, Online course design, Student behavior identification

© 2024 Yingshuai Zhang et al., published by Sciendo

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

Keywords
SPOC, Moral education course, Online course design, Student behavior identification