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<p>This paper first builds a mobile teaching platform based on the teaching mode of MOOC and flipped classroom and designs functional modules such as system management, course transmission, course design and user experience. Then, it analyzes the characteristics of students' learning behaviors using the xgboost algorithm and teaches English in innovative smart classrooms. The mobile teaching platform created for this paper is evaluated in terms of learners' examination and video-viewing behavior. From the learners’ examination behavior, the non-perfect score rate gradually declines from the highest value of 41.56% in Chapter 1 to the lowest value of 17.64% in Chapter 5, with a small fluctuation in the last chapters. This shows that the mobile teaching platform for MOOCs and flipped classrooms constructed in this paper can facilitate intelligent English classroom teaching innovation.</p>
</abstract>

This paper first builds a mobile teaching platform based on the teaching mode of MOOC and flipped classroom and designs functional modules such as system management, course transmission, course design and user experience. Then, it analyzes the characteristics of students' learning behaviors using the xgboost algorithm and teaches English in innovative smart classrooms. The mobile teaching platform created for this paper is evaluated in terms of learners' examination and video-viewing behavior. From the learners’ examination behavior, the non-perfect score rate gradually declines from the highest value of 41.56% in Chapter 1 to the lowest value of 17.64% in Chapter 5, with a small fluctuation in the last chapters. This shows that the mobile teaching platform for MOOCs and flipped classrooms constructed in this paper can facilitate intelligent English classroom teaching innovation.

Construction and Application of English Smart Classroom Teaching Model Integrating MOOC and Flipped Classroom

Applied Mathematics and Nonlinear Sciences

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

This paper first builds a mobile teaching platform based on the teaching mode of MOOC and flipped classroom and designs functional modules such as system...

Construction and Application of English Smart Classroom Teaching Model Integrating MOOC and Flipped Classroom

Publicado en línea: 28 oct 2023

Páginas: -

Recibido: 04 dic 2022

Aceptado: 08 may 2023

DOI: https://doi.org/10.2478/amns.2023.2.00826

Palabras clave
MOOC, English smart classroom, Mobile teaching platform, xgboost algorithm, Behavioral features

© 2023 Junming Fan, published by Sciendo

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

Construction and Application of English Smart Classroom Teaching Model Integrating MOOC and Flipped Classroom

Publicado en línea: 28 oct 2023

Páginas: -

Recibido: 04 dic 2022

Aceptado: 08 may 2023

DOI: https://doi.org/10.2478/amns.2023.2.00826

Palabras claveMOOC, English smart classroom, Mobile teaching platform, xgboost algorithm, Behavioral features

© 2023 Junming Fan, published by Sciendo

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

Palabras clave
MOOC, English smart classroom, Mobile teaching platform, xgboost algorithm, Behavioral features