Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023)

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Intelligent College Management (ICM) and Evaluation Information System (IS) Based on ANN Algorithm

Authors
Qin Wang1, *
1Shandong Institute of Commerce and Technology, Jinan, China
*Corresponding author. Email: wangqinstring@126.com
Corresponding Author
Qin Wang
Available Online 4 September 2023.
DOI
10.2991/978-94-6463-230-9_162How to use a DOI?
Keywords
ANN Algorithm; Intellectualization; Evaluation; Information System Construction
Abstract

With the continuous development of higher education and the popularization of modern information technology and Internet, a large number of traditional affairs have also been transferred to the information platform. The application of evaluation IS in higher vocational colleges is becoming more and more extensive. This paper presents the application of ANN algorithm in the construction of ICM and evaluation IS. This paper discusses and analyzes the ANN algorithm, the necessity of the design of ICM evaluation system and the design process design. Through the ANN algorithm, the experimental test and analysis of ICM evaluation are carried out, and the times of maximum evaluation, minimum evaluation and effective evaluation given by each expert are counted. Combined with the basic information reported by each college and department in the system, a simulation test data set is generated for the training of ANN model. There are three college / department tests for the school; The test results show that the ANN model is helpful to design a more reasonable evaluation index system, and can also be used as a useful supplement to the existing index system, which verifies the effectiveness of the application of ANN algorithm in the construction of ICM and evaluation IS.

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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Volume Title
Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023)
Series
Atlantis Highlights in Social Sciences, Education and Humanities
Publication Date
4 September 2023
ISBN
10.2991/978-94-6463-230-9_162
ISSN
2667-128X
DOI
10.2991/978-94-6463-230-9_162How to use a DOI?
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.

Cite this article

risenwbib
TY  - CONF
AU  - Qin Wang
PY  - 2023
DA  - 2023/09/04
TI  - Intelligent College Management (ICM) and Evaluation Information System (IS) Based on ANN Algorithm
BT  - Proceedings of the 3rd International Conference on Internet, Education and Information Technology (IEIT 2023)
PB  - Atlantis Press
SP  - 1342
EP  - 1349
SN  - 2667-128X
UR  - https://doi.org/10.2991/978-94-6463-230-9_162
DO  - 10.2991/978-94-6463-230-9_162
ID  - Wang2023
ER  -