Title: Study on evaluation method of innovative practical education quality in colleges and universities based on entropy weight method and grey correlation degree method

Authors: Xiaoping Feng

Addresses: College of Humanities, Hunan City University, Yiyang, 413000, Hunan, China

Abstract: Aiming at the quality of innovative practice education, the current evaluation method has the problems of poor evaluation effect and low evaluation efficiency. This paper proposes a new evaluation method by combining entropy weight method and grey correlation method. First, build an evaluation index system to obtain indicators, and then calculate the weight of each indicator through entropy weight method. Finally, use the grey correlation method to obtain the correlation degree of each indicator, sort the indicators according to the size of the correlation degree, build an evaluation model, input the evaluation index data into the evaluation model, and get the score. The simulation results show that the proposed method has high evaluation accuracy and short evaluation time.

Keywords: entropy weight method; grey correlation degree method; college innovation practice; education quality evaluation; index weight.

DOI: 10.1504/IJISD.2025.149100

International Journal of Innovation and Sustainable Development, 2025 Vol.19 No.5/6, pp.619 - 629

Received: 08 Oct 2022
Accepted: 21 Apr 2023
Published online: 14 Oct 2025 *

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