Artificial Intelligence Empowerment in Teacher Training for Innovation and Entrepreneurship Education: A Theoretical Framework and Technical Pathways
DOI:
https://doi.org/10.61360/BoniGHSS252018510507Keywords:
artificial intelligence, innovation and entrepreneurship education, teacher training, personalized learning, virtual practiceAbstract
This paper explores the application of artificial intelligence (AI) technologies in enhancing teacher training for innovation and entrepreneurship education in higher education. By integrating the theoretical framework and technical approaches, this study provides solutions to the problems such as insufficient personalization and lack of practical experience existing in the traditional teacher training model, and proposes methods such as constructing intelligent teacher capability archives, intelligent resource recommendations, and virtual practice scenarios.These innovations aim to improve the precision, personalization, and practicality of teacher training. The paper further discusses the technical infrastructure required for AI integration and highlights ethical considerations, such as data security and algorithmic fairness. This work contributes to the development of a sustainable and adaptive teacher training ecosystem in the AI era.
References
Chen, J., Lu, H., Zhou, H., Jin, N., & Yang, L. (2021). Exploring training methods of AI innovation and entrepreneurship talents in universities. Technology of IoT & AI, (4), 40–44, 54.
Han, X., Hu, Y., & Wang, C. (2023). Research on the construction of artificial intelligence-oriented university innovation and entrepreneurship education ecosystem. Research in Higher Education of Engineering, (3), 161–167.
Li, H., Chen, R., Zhang, Y., Su, Y., Song, Y., Yang, M., & Qian, X. (2023). Integration of artificial intelligence and innovation and entrepreneurship education from the perspective of academic entrepreneurship. Journal of Yangzhou University (Higher Education Study Edition), (1), 63–71.
Lai, W., Huo, R., & Li, X. (2024). Research on curriculum reform of innovation and entrepreneurship education for college students under the background of generative artificial intelligence. Die & Mould Manufacture, (12), 125–127, 130.
Zhou, L. (2021). Research on innovation and entrepreneurship education for computer-related majors under the background of new engineering and artificial intelligence. Quality & Market, (3), 153–154.
Li, H., & Li, X. (2025). Research on promoting the integrated development of innovation and entrepreneurship education in universities from the perspective of school-enterprise cooperation. Chengcai, (4), 45–47.
Chen, Z., Huang, H., Chen, R., Lin, C., & Qiu, Y. (2025). Research on the construction and practice of a “six-in-one” ecological system for innovation and entrepreneurship education in provincial universities under the background of new liberal arts. Journal of Entrepreneurship in Science & Technology, (2), 95–105.
Chen, J., Lu, H., Zhou, H., Jin, N., & Yang, L. (2021). Exploring training methods of AI innovation and entrepreneurship talents in universities. Technology of IoT & AI, (4), 40–44, 54.
Deng, L., Song, G., & Xu, J. (2024). Research on the cultivation mode of innovation and entrepreneurship ability for students in the field of artificial intelligence under the background of new engineering disciplines. Journal of Higher Education, (23), 89–92.
Dong, B., & Li, Y. (2022). Innovation and entrepreneurship education in adult colleges and universities in the context of artificial intelligence. Continuing Education Research, (8), 79–83.
Li, J. (2024). Thinking about the situation and practical exploration of innovation and entrepreneurship education in industry universities under the background of new engineering construction. Journal of Entrepreneurship in Science & Technology, 37(11), 93–99.
Wang, B., & Han, W. (2022). Research on cultivating innovative and entrepreneurial teaching staff in application-oriented undergraduate universities based on the AMO model. Journal of Kunming University of Science and Technology (Social Sciences), 22(3), 122–129.
Lin, J., & Zhang, Y. (2024). Research on the optimization of the training mechanism of innovative and entrepreneurial talents in colleges and universities in China. Journal of Entrepreneurship in Science & Technology, 37(9), 26–31.
Chang, Y. (2025). Research on employment-oriented innovation and entrepreneurship education in local universities of applied technology. Journal of Entrepreneurship in Science & Technology, 38(4), 186–192.
Han, X., Hu, Y., & Wang, C. (2023). Research on the construction of artificial intelligence-oriented university innovation and entrepreneurship education ecosystem. Research in Higher Education of Engineering, (3), 161–167. (Duplicate removed if compiling a list)
Lai, W., Huo, R., & Li, X. (2024). Research on curriculum reform of innovation and entrepreneurship education under generative AI. Die & Mould Manufacture, (12), 125–127, 130.
Chen, J., Lu, H., Zhou, H., Jin, N., & Yang, L. (2021). Exploring training methods of AI innovation and entrepreneurship talents in universities. Technology of IoT & AI, (4), 40–44, 54.
Published
Issue
Section
License
Copyright (c) 2025 Peizhi Yao, Wei Hu

This work is licensed under a Creative Commons Attribution 4.0 International License.