Proceedings of the 2015 International Conference on Materials Engineering and Information Technology Applications

Research on the Teaching Evaluation Model Based on BP Neural Network

Authors
Xi Zhang, Xianggen Gan, Ren Wu
Corresponding Author
Xi Zhang
Available Online August 2015.
DOI
10.2991/meita-15.2015.32How to use a DOI?
Keywords
Research on the Teaching Evaluation Model Based on BP Neural Network
Abstract

Education evaluation has become increasingly important along with the deepening educational reform. Only through evaluation will the teachers further enhance their teaching methods and teaching level. Considering the many factors influencing the teachers, it is difficult to simply adopt one model to evaluation. Therefore, this paper offers an establishment of the teaching evaluation model based on neural network to resolve the nonlinear mapping relationship between evaluation indexes and objectives. The living examples show that the neural network model could better wrestle with the issues unsolved by the traditional evaluation model, thus outshining the subjective resolution of evaluation index weight. 8 evaluation indexes without weight are adopted for the training and text of network. The results show that the 8-5-1 model could properly handle the teaching evaluation.

Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 International Conference on Materials Engineering and Information Technology Applications
Series
Advances in Engineering Research
Publication Date
August 2015
ISBN
978-94-6252-103-2
ISSN
2352-5401
DOI
10.2991/meita-15.2015.32How to use a DOI?
Copyright
© 2015, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Xi Zhang
AU  - Xianggen Gan
AU  - Ren Wu
PY  - 2015/08
DA  - 2015/08
TI  - Research on the Teaching Evaluation Model Based on BP Neural Network
BT  - Proceedings of the 2015 International Conference on Materials Engineering and Information Technology Applications
PB  - Atlantis Press
SP  - 165
EP  - 169
SN  - 2352-5401
UR  - https://doi.org/10.2991/meita-15.2015.32
DO  - 10.2991/meita-15.2015.32
ID  - Zhang2015/08
ER  -