Evaluation of the education quality of innovation and entrepreneurship in applied colleges and universities based on AHP and BP neural network
Zhaohui Chu, Peiping Liu, Chang Liu · IOP Conference Series Materials Science and Engineering · 2018
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.