人工智能赋能高等代数课程教学模式的新探索

A New Exploration of Empowering Advanced Algebra Course Teaching Mode with Artificial Intelligence

摘要: 随着人工智能技术的快速发展，将人工智能应用于教育教学是教育改革的重要方向。本文将人工智能技术与高等代数课程教学相结合，构建了人工智能赋能大学数学教学的新范式。通过构建高等代数课程的知识图谱，实现了精准教学的目标。利用高等代数课程的问题图谱和能力图谱，有望达到个性化教学的目的，旨在实现因材施教的教育初衷。结合高等代数课程的思政图谱，做到了思政元素与代数知识点的巧妙融合。最后，利用AI智能工具，实现高等代数课程线上线下的有效互动，体现了以学生为中心的教育理念。高等代数教学新范式的运用，旨在实现知识的结构化与可视化，不仅提升了教学效率，而且提高了学习兴趣，提升了学习成绩。

Abstract: With the rapid development of artificial intelligence technology, applying AI to education and teaching has become an important direction for educational reform. This paper combines artificial intelligence technology with the teaching of advanced algebra courses, constructing a new paradigm of AI-empowered university mathematics teaching. By building knowledge graph of advanced algebra courses, the goal of precise teaching has been achieved. Utilizing the problem graph and ability graph of advanced algebra courses, personalized teaching has been realized, fulfilling the educational principle of teaching students according to their aptitudes. Integrating the ideological and political graph of advanced algebra courses, the ideological and political elements have been ingeniously combined with the algebraic knowledge points. Finally, through the use of AI intelligent tools, effective interaction between online and offline advanced algebra courses has been achieved, embodying the student-centered educational concept. The application of the new paradigm in advanced algebra teaching has realized the structuring and visualization of knowledge, not only enhancing teaching efficiency but also increasing students’ interest in learning and improving their academic performance.