人工智能赋能应用型高校大学生创新能力提升策略与实施路径探究

Exploration of Strategies and Implementation Paths for Enhancing the Innovation Capability of College Students in Application-Oriented Universities through Artificial Intelligence

摘要: 在人工智能快速发展的时代背景下，应用型高校培养具有创新能力的人才至关重要。本文首先分析了人工智能对应用型高校大学生创新能力培养带来的机遇。接着，从教育理念、课程体系、教学方法、师资队伍和实践平台等方面提出了具体的提升策略。最后，给出五条切实可行的实施路径，涵盖构建个性化学习平台、打造虚实融合实践场景、实施“双师型”导师计划、创建跨学科竞赛体系、构建动态评估机制等，以期助力应用型高校创新人才培养，推动教育教学改革高质量发展。

Abstract: Against the backdrop of the rapid development of Artificial Intelligence (AI), it is of paramount importance for application-oriented universities to cultivate talents with innovative capabilities. This paper first analyzes the opportunities that AI presents for fostering innovation capabilities among college students in application-oriented universities. Subsequently, it proposes specific enhancement strategies in terms of educational philosophy, curriculum system, teaching methods, faculty team, and practical platforms. Finally, the paper outlines five practical implementation paths, including constructing personalized learning platforms, creating virtual-real integrated practical scenarios, implementing a “dual-qualified” mentor program, establishing an interdisciplinary competition system, and constructing a dynamic evaluation mechanism, with the aim of facilitating the cultivation of innovative talents in application-oriented universities and promoting the high-quality development of educational and teaching reforms.