An Improved BP Learning Algorithm and Autonomous Learning of English Teaching Pattern Based on Network Survey

다국어 초록 (Multilingual Abstract)

Colleges and universities should make full use of modern information technology to improve the teaching mode based on computer aided English teaching mode. The new teaching model should be based on modern information technology, especially network technology, so that English teaching is not subject to the restrictions of time and place, and toward the development of personalized, autonomous learning. In this paper, we analyze network topology structure and put forward an improved RTRL learning algorithm. Based on the empirical analysis, the result shows that with the increase of teaching time, the result of the experimental class is more obvious, so that the new teaching model promotes the improvement of students' autonomous learning ability. In conclusion, cultivating students' autonomous learning ability in a new and diversified foreign language teaching environment has become the core of College English teaching reform.

목차 (Table of Contents)

• Abstract
• 1. Introduction
• 2. Evolutionary Knowledge Network Model
• 2.1. Network Topology Structure
• 2.2. Learning Algorithm
• 2.3. RTRL and LSTM Learning Algorithm
• 3. Research Design
• 3.1. Research Hypothesis
• 3.2. Control Means
• 4. Empirical Analysis
• 4.1. The Development of Autonomous Learning Ability
• 4.2. English Proficiency Test
• 5. Conclusion
• References