Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)

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Entropy Method and TOPSIS Combination Model Based on MATLAB Analysis of The Current Situation and Future Development Direction of the Higher Education System

Authors
JianYuan Li1, *
1Guangdong University of Technology, Guangzhou, Guangdong, China
*Corresponding author. Email: 944671522@qq.com
Corresponding Author
JianYuan Li
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-058-9_102How to use a DOI?
Keywords
Higher Education System; Ideal Health State; Dynamic Simulation; Numerical Prediction; Policy Analysis
ABSTRACT

In order to evaluate the health of the higher education system and make a country's higher education system migrate to an ideal health state, we conducted a comprehensive analysis of 24 relevant indicators in 5 countries by developing a combined evaluation model of the entropy method and TOPSIS, and we chose to rank Lower China as an in-depth study object. Due to the large number of indicators involved in the model, the principal component analysis method was used for dimensionality reduction, and the principal component index scores for the past 10 years were obtained, indicating that the development speed of Chinese higher education is relatively slow and there is a large room for improvement. Next, we imagine a reasonable vision and construct an ideal and healthy higher education system, and then propose targeted improvement policies and combine a smooth prediction model to predict the index data for the next 20 years. The higher education system will be ideal by 2035. Finally, through grey relational analysis to evaluate the effectiveness of the policy, we know that the reform of higher education is long and difficult.

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 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
Series
Advances in Computer Science Research
Publication Date
27 December 2022
ISBN
978-94-6463-058-9
ISSN
2352-538X
DOI
10.2991/978-94-6463-058-9_102How 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  - JianYuan Li
PY  - 2022
DA  - 2022/12/27
TI  - Entropy Method and TOPSIS Combination Model Based on MATLAB Analysis of The Current Situation and Future Development Direction of the Higher Education System
BT  - Proceedings of the 2nd International Conference on Internet, Education and Information Technology (IEIT 2022)
PB  - Atlantis Press
SP  - 641
EP  - 646
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-058-9_102
DO  - 10.2991/978-94-6463-058-9_102
ID  - Li2022
ER  -