Research on the Application of Cloud Computing Platform in Educational Innovation and Entrepreneurship Activities in Colleges and Universities
DOI:
https://doi.org/10.70917/ijcisim-2025-0243Keywords:
cloud computing; Open stack; BP neural network; innovation and entrepreneurship educationAbstract
Innovation and entrepreneurship education is an important content of higher education. The emergence of emerging technologies, cloud computing, big data technology, for example, provides a technical realization basis for innovation and entrepreneurship education activities in colleges and universities. In this regard, this paper designs an innovation and entrepreneurship education service platform based on Open stack cloud computing technology, which provides a strong basis for the guidance of innovation and entrepreneurship education for college students. In order to explore the application of this platform, the university innovation and entrepreneurship education quality evaluation index system is constructed, and the improved BP neural network evaluation model and method are used to objectively and comprehensively evaluate and analyze the innovation and entrepreneurship education quality of the students of school A who apply the innovation and entrepreneurship education service platform. After empirical analysis, the comprehensive network output value of the quality of innovation and entrepreneurship education of students in School A is 0.8485, which is at a good level. In this regard, the study further proposes to optimize the training system of innovation and entrepreneurship education in colleges and universities from the aspects of building school-enterprise cooperation and optimizing the curriculum structure, which provides a powerful reference for the application of cloud computing platform in innovation and entrepreneurship education activities in colleges and universities.
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