创新创业理论研究与实践 ›› 2025, Vol. 8 ›› Issue (20): 149-151.

• 创新方法 • 上一篇    下一篇

基于大语言模型的实践教学改革——以人工智能编程实践与实验课程为例

李玉洁, 王佳毅, 谭本英, 覃阳, 林承德   

  1. 桂林电子科技大学,广西桂林 541004
  • 出版日期:2025-10-25 发布日期:2025-11-18
  • 通讯作者: 谭本英(1986—),男,云南曲靖人,博士研究生,副教授,研究方向:人工智能、机器学习等,电子邮箱:by-tan@guet.edu.cn。
  • 作者简介:李玉洁(1988—),女,河南安阳人,博士研究生,副教授,研究方向:人工智能。
  • 基金资助:
    广西壮族自治区教育厅学位与研究生教育改革项目“AI大模型背景下产教融合促进人工智能领域研究生培养的研究与实践”(JGY2023137)、“AI赋能研究生教育高质量发展研究”(JGY2024157)

Practical Teaching Reform Based on the Big Language Model—Taking Artificial Intelligence Programming Practice and Experimental Course as an Example

LI Yujie, WANG Jiayi, TAN Benying, QIN Yang, LIN Chengde   

  1. Guilin University of Electronic Technology, Guilin Guangxi, 541004, China
  • Online:2025-10-25 Published:2025-11-18

摘要: 为满足人工智能领域对大语言模型人才的需求,该文基于OBE(成果导向教育)理念创新构建面向研究生的实践教学体系,以人工智能编程实践与实验课程为例,引入大语言模型,重构知识获取与问题解决路径,推动教学重心向“问题定义—工具应用—创新实践”转移,培养学生的主动学习能力和在真实应用情境中的实践技能,进行分层任务设计:基础层主要利用大语言模型辅助代码理解,进阶层注重人机协同调试,创新层围绕AI +领域交叉项目。教学实践表明:引入大语言模型实现了从知识传授向智能增强型能力培养的转型,提高了学生适应智能时代的能力。

关键词: 人工智能, OBE, 大语言模型, 实践教学, 主动学习能力, 实践技能

Abstract: To meet the demand for big language model talents in the field of artificial intelligence, this article innovatively constructs a practical teaching system for graduate students based on the OBE (Outcome-Based Education) concept. Taking artificial intelligence programming practice and experimental courses as an example, the big language model is introduced to reconstruct the path of knowledge acquisition and problem solving, promote the shift of teaching focus to“problem definition tool application innovative practice”, cultivate students'active learning ability and practical skills in real application scenarios through layered task design: the basic layer mainly uses big language models to assist code understanding, the advanced layer focuses on human-machine collaborative debugging, and the innovative layer revolves around AI+cross domain projects. Teaching practice has shown that the introduction of big language models has achieved a transformation from knowledge transmission to intelligent enhancement of ability cultivation, and improved students'ability to adapt to the intelligent era.

Key words: Artificial intelligence, OBE, Large Language Model (LLM), Practical teaching, Active learning ability, Practice skill

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