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The Construction of English Smart Classroom Teaching Mode Based on Deep Learning
1School of Foreign Languages, Dalian Jiaotong University, Dalian 116028, Liaoning, China.
Computational Intelligence and Neuroscience
|September 1, 2022
Summary
This study introduces a deep learning-based smart classroom management system for English teaching. It utilizes wireless technology for real-time data collection and platform interaction, enhancing student engagement and knowledge application.
Area of Science:
- Educational Technology
- Artificial Intelligence in Education
- Wireless Communication Systems
Background:
- Traditional lecture-based English teaching often leads to passive learning and hinders knowledge transfer.
- The integration of educational technology and deep learning presents opportunities to revolutionize classroom dynamics.
- Existing systems lack real-time data feedback and interactive management for optimizing English learning environments.
Purpose of the Study:
- To develop a deep learning-based smart classroom management system for English teaching.
- To leverage wireless communication technology for seamless data exchange between classroom terminals and a management platform.
- To create an interactive and data-driven environment that promotes active student participation and knowledge application.
Main Methods:
- Implementation of a hardware monitoring terminal for collecting student and equipment data.
- Development of a Web-based (B/S architecture) English teaching management platform.
- Utilizing MySQL database for efficient background data storage and retrieval.
- Employing wireless communication protocols for real-time data transmission and system control.
Main Results:
- A functional prototype of a deep learning-based English smart classroom management system was successfully realized.
- The system enables real-time data collection, transmission, and display of classroom activities to teachers.
- Teachers can effectively monitor and manage classroom activities through an intuitive Web interface.
Conclusions:
- The developed system demonstrates the potential of deep learning and wireless technology in creating more engaging and effective English learning environments.
- The smart classroom management system facilitates a shift from passive memorization to active knowledge application.
- This approach supports personalized feedback and dynamic management, crucial for modern educational paradigms.
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