Development and Application of Teaching Evaluation System in Higher Vocational Colleges Based on BP Neural Network

DOI

10.2991/978-94-6463-192-0_17How to use a DOI?

Keywords

BP neural network; Higher vocational colleges; Teaching evaluation system; Python; computer application

Abstract

This paper takes the teaching evaluation of higher vocational colleges as the research object, comprehensively utilizes the functional advantages of network information technology, computer application technology and artificial intelligence technology, completes the construction and training of the teaching evaluation model of higher vocational colleges with the help of class libraries such as Numpy and Matplotlib in Python environment, and uses PyTorch framework as the calling engine to form a method class that can support Web Server calling. At the same time, combined with Django framework, the construction of Web Server is completed under Pycharm tool, and the definition and deployment of functions and data interfaces are improved, so as to generate a Web-based teaching evaluation system in higher vocational colleges. The overall design of the system chooses B/S architecture, which supports users to complete data collection, index selection, weight calculation and evaluation prediction of teaching evaluation with concise and efficient interactive operation. It not only effectively improves the accuracy of teaching evaluation in higher vocational colleges, but also makes a useful attempt to promote the reform of teaching evaluation system in colleges and universities.

Copyright

© 2023 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Yue Liu
PY  - 2023
DA  - 2023/07/04
TI  - Development and Application of Teaching Evaluation System in Higher Vocational Colleges Based on BP Neural Network
BT  - Proceedings of the 2023 2nd International Conference on Educational Innovation and Multimedia Technology (EIMT 2023)
PB  - Atlantis Press
SP  - 131
EP  - 135
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-192-0_17
DO  - 10.2991/978-94-6463-192-0_17
ID  - Liu2023
ER  -