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

<p>In this paper, a deep learning ID3 algorithm based on a decision tree generation algorithm is proposed and applied to the comprehensive assessment of English online teaching quality. Secondly, the structure and design method of the data warehouse of the comprehensive assessment software of online teaching quality is also constructed, including the design of the operating system interface and the data warehouse itself. Finally, the application results and analysis of the English web-based comprehensive teaching quality assessment software were conducted through assessment attributes and network training. The results show that the correlation coefficient between the two is 0.9348 from the evaluation results of the sample and 0.9116 from the analysis of the network generalization performance test. The correlation coefficient between the two is close to completely accurate from the evaluation and test results. The software developed in this paper provides a certain reference value for achieving the improvement and optimization of teaching quality.</p>
</abstract>

In this paper, a deep learning ID3 algorithm based on a decision tree generation algorithm is proposed and applied to the comprehensive assessment of English online teaching quality. Secondly, the structure and design method of the data warehouse of the comprehensive assessment software of online teaching quality is also constructed, including the design of the operating system interface and the data warehouse itself. Finally, the application results and analysis of the English web-based comprehensive teaching quality assessment software were conducted through assessment attributes and network training. The results show that the correlation coefficient between the two is 0.9348 from the evaluation results of the sample and 0.9116 from the analysis of the network generalization performance test. The correlation coefficient between the two is close to completely accurate from the evaluation and test results. The software developed in this paper provides a certain reference value for achieving the improvement and optimization of teaching quality.

A study on software development for comprehensive assessment of English online teaching quality in universities based on deep learning

Applied Mathematics and Nonlinear Sciences

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

In this paper, a deep learning ID3 algorithm based on a decision tree generation algorithm is proposed and applied to the comprehensive assessment of English...

A study on software development for comprehensive assessment of English online teaching quality in universities based on deep learning

Data publikacji: 17 paź 2023

Zakres stron: -

Otrzymano: 15 lis 2022

Przyjęty: 27 kwi 2023

DOI: https://doi.org/10.2478/amns.2023.2.00686

Słowa kluczowe
Decision tree, Deep learning, ID3 algorithm, English online teaching, Data warehouse

© 2023 Hongmei Pang, published by Sciendo

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

A study on software development for comprehensive assessment of English online teaching quality in universities based on deep learning

Data publikacji: 17 paź 2023

Zakres stron: -

Otrzymano: 15 lis 2022

Przyjęty: 27 kwi 2023

DOI: https://doi.org/10.2478/amns.2023.2.00686

Słowa kluczoweDecision tree, Deep learning, ID3 algorithm, English online teaching, Data warehouse

© 2023 Hongmei Pang, published by Sciendo

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

Słowa kluczowe
Decision tree, Deep learning, ID3 algorithm, English online teaching, Data warehouse