Analysis of entrepreneurship education in colleges and based on improved decision tree algorithm and fuzzy mathematics
Autor: | Wanhong Zhang, Li Mao |
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Rok vydání: | 2021 |
Předmět: |
Statistics and Probability
business.industry Decision tree learning General Engineering 02 engineering and technology 03 medical and health sciences 0302 clinical medicine Entrepreneurship education Artificial Intelligence Fuzzy mathematics 0202 electrical engineering electronic engineering information engineering 020201 artificial intelligence & image processing 030212 general & internal medicine Artificial intelligence Psychology business |
Zdroj: | Journal of Intelligent & Fuzzy Systems. 40:2095-2107 |
ISSN: | 1875-8967 1064-1246 |
Popis: | In order to improve the performance of entrepreneurship and innovation education in colleges and universities, this study attempts to build an evaluation system and model of innovation and entrepreneurship in colleges and universities to provide a complete and practical tool for government education authorities and universities to evaluate the implementation of innovation and entrepreneurship education. In this research, decision tree and fuzzy mathematics are used as the basis of the model algorithm, and the algorithm is improved based on the analysis of traditional algorithms. Moreover, based on the improved decision tree algorithm, an evaluation index system for university innovation and entrepreneurship education is constructed. After determining the evaluation indicators of innovation and entrepreneurship education in colleges and universities, this study uses several universities as examples to analyze and define the definitions of various indicators. In addition, this study statistically analyzes the results of entrepreneurship and innovation education in colleges and universities through simulation. The research shows that the model proposed in this paper has a certain practical effect, and based on the simulation results, this study makes several suggestions. |
Databáze: | OpenAIRE |
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