Evaluation of the education quality of innovation and entrepreneurship in applied colleges and universities based on AHP and BP neural network

International Conference on Manufacturing Technology, Materials and Chemical Engineering

机械制造;材料科学;化学工业

Chu, Zhaohui^1 ; Liu, Peiping^2 ; Liu, Chang^1

Department of Mathematics and Physics, Hefei University, Hefei

230601, China^1

Innovation and Entrepreneurship Education Center, College Stud., Hefei University, Hefei

230601, China^2

关键词: BP neural networks;    Colleges and universities;    Education quality;    Education quality evaluations;    Entrepreneurial education;    Network training;    Three dimensions;    Universities and colleges;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/392/6/062184/pdf
DOI  :  10.1088/1757-899X/392/6/062184

学科分类：材料科学（综合）

来源: IOP

【 摘 要 】

In order to make a scientific and effective evaluation of innovational and entrepreneurial education in colleges and universities, combining the expert advice, this article takes the applied universities as the research object, which is a new type university, and constructs education quality evaluation index system of innovative universities and colleges from the three dimensions of school, government, society and students. AHP method was used to determine the weight of each index, and sample data was collected through student questionnaires. Then a comprehensive score was calculated. On this basis, an AHP-BP neural network evaluation model was designed, and network training and testing were conducted to evaluate results by AHP method. The results show that the algorithm for the evaluation of the education quality of innovation and entrepreneurship in applied colleges and universities is feasible, highly precise, which also has a strong ability to adapt.