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<p>This paper combines the deep learning model and the concept of environmental education to construct an ecological education model of university mathematics based on deep learning and designs an index evaluation system for the ecological teaching quality of university mathematics under deep learning. The indicators that affect the quality of ecological teaching of university mathematics are analyzed by partial correlation analysis and factor analysis, and then the indicators after partial correlation, as well as factor analysis, are further analyzed by multiple linear regression, and the teaching model is put into practice. The correlations of student engagement, classroom culture, and clear objectives with teaching quality were 0.99, 0.99, and 0.98, respectively, and the evaluation satisfaction of each indicator was above 0.8, which could be effectively integrated.</p>
</abstract>

This paper combines the deep learning model and the concept of environmental education to construct an ecological education model of university mathematics based on deep learning and designs an index evaluation system for the ecological teaching quality of university mathematics under deep learning. The indicators that affect the quality of ecological teaching of university mathematics are analyzed by partial correlation analysis and factor analysis, and then the indicators after partial correlation, as well as factor analysis, are further analyzed by multiple linear regression, and the teaching model is put into practice. The correlations of student engagement, classroom culture, and clear objectives with teaching quality were 0.99, 0.99, and 0.98, respectively, and the evaluation satisfaction of each indicator was above 0.8, which could be effectively integrated.

A practical study on integrating ecological education in university mathematics education in the context of deep learning

Applied Mathematics and Nonlinear Sciences

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

This paper combines the deep learning model and the concept of environmental education to construct an ecological education model of university mathematics...

A practical study on integrating ecological education in university mathematics education in the context of deep learning

Published Online: Nov 01, 2023

Page range: -

Received: Nov 19, 2022

Accepted: May 12, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00901

Keywords
Partial correlation analysis, Factor analysis, Multiple linear regression, Deep learning, Ecological education

© 2023 Jiutao Ding, published by Sciendo

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

A practical study on integrating ecological education in university mathematics education in the context of deep learning

Published Online: Nov 01, 2023

Page range: -

Received: Nov 19, 2022

Accepted: May 12, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00901

KeywordsPartial correlation analysis, Factor analysis, Multiple linear regression, Deep learning, Ecological education

© 2023 Jiutao Ding, published by Sciendo

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

Keywords
Partial correlation analysis, Factor analysis, Multiple linear regression, Deep learning, Ecological education