Development Assessment of Higher Education System Based on TOPSIS-Entropy, Hopfield Neural Network, and Cobweb Model

Complexity 2021:1-11 (2021)
  Copy   BIBTEX

Abstract

This paper first extracted 11 indicators from four aspects of infrastructure, educational equity, teaching quality, and scientific research level and established a multidimensional higher education evaluation system. After that, according to TOPSIS and the entropy method, a comprehensive score of the development of higher education was obtained, and a comprehensive index of higher education was proposed. According to the level of the score, we divide the development status into 5 categories, and use discrete Hopfield neural network for verification. In addition, we applied the model to many countries and chose Vietnam to conduct an in-depth analysis of the model, including reforming policies and evaluating policy effects based on cobweb model. Finally, we found that the application of the model is very universal, but in reality the reform is very difficult.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 91,998

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

The Higher Education Adaptability to The Digital Economy.N. Kholiavko, A. Djakona, M. Dubyna, A. Zhavoronok & R. Lavrov - 2020 - Bulletin the National Academy of Sciences of the Republic of Kazakhstan 4 (36):294 – 306.
Higher Education and Research in India: An Overview.Desh Raj Sirswal - 2016 - Intellectual Quest (A Peer Reviewed Research Journal of Humanities and Social Sciences) (00):26-38.
Information Society and Education System in Romania.Gabriela Neagu - 2013 - Revista Romaneasca pentru Educatie Multidimensionala 5 (2):17-39.

Analytics

Added to PP
2021-03-26

Downloads
13 (#1,037,466)

6 months
8 (#362,282)

Historical graph of downloads
How can I increase my downloads?