원문정보
초록
영어
Deep neural networks (DNNs) and their learning algorithms have been widely used in large data analysis. With the practice of teaching network reform in higher education, many colleges began to use the network to change the traditional teaching methods, and made several achievements. In this paper, the authors first analyze the infinite depth neural network, and construct evaluation index system by using network data mining method. The result shows that 58.09% students think the evaluation from college physical education is formative assessment, 27.94% students think that the evaluation reflects the magnitude progress, and 30.15% students think that it reflects the students' self-evaluation. Physical teaching evaluation is an important part of physical education; however, the survey found that physical education students are lack of understanding of teaching evaluation. Therefore, colleges should make comprehensive evaluation of physical education, and formulate scientific and rational teaching evaluation concept.
목차
1. Introduction
2. Neural Network
2.1. Depth Neural Network
2.2. Network Topology Structure
3. Research Design
3.1. Research Methods
3.2. Physical Education Teaching
4. Empirical Analysis
4.1. System Principles
4.2. Evaluation Index System
4.3. Students Learning Evaluation
5. Conclusions
References