大学化学 >> 2025, Vol. 40 >> Issue (9): 25-33.doi: 10.12461/PKU.DXHX202408096

所属专题: AI赋能化学教育

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生成式AI在分析化学教学中的应用探索

龙双双, 刘婧靖, 王晓娟   

  1. 南华大学化学化工学院, 湖南 衡阳 421001
  • 收稿日期:2024-08-24 录用日期:2024-11-11 发布日期:2025-09-16
  • 通讯作者: 龙双双 E-mail:yunweilong11@163.com
  • 基金资助:
    湖南省普通高等学校教学改革研究项目(HNJG-2021-0087)

Exploring the Application of Generative AI in Analytical Chemistry Education

Shuangshuang Long, Jingjing Liu, Xiaojuan Wang   

  1. School of Chemistry and Chemical Engineering, University of South China, Hengyang 421001, Hunan Province, China
  • Received:2024-08-24 Accepted:2024-11-11 Published:2025-09-16
  • Contact: Shuangshuang Long E-mail:yunweilong11@163.com

摘要: 生成式AI凭其卓越的自然语言处理与知识生成力,深刻影响着教育变革。本文探讨了生成式AI在分析化学教学中的应用,剖析了其在教学过程中的多重角色,并对智能备课、学生个性化学习路径的设计、考试结果分析的实施过程进行了详细探索,提升了学生和教师的学习体验与教学效率,为教学模式现代化提供新视角。同时,本文客观分析了AI在教学中的挑战,并提出应对策略,为生成式AI在分析化学及更广泛教育领域的深入应用提供参考。

关键词: 生成式AI, 分析化学, 智能备课, 个性化学习路径设计, 考试结果分析

Abstract: Generative AI, with its remarkable capabilities in natural language processing and knowledge generation, is profoundly influencing educational reform. This paper explores the application of generative AI in analytical chemistry education, examining its multiple roles within the teaching process. It provides a detailed exploration of intelligent lesson planning, the design of personalized learning paths for students, and the analysis of exam results, all aimed at enhancing the learning experience and teaching efficiency for both students and instructors. This study offers new insights into the modernization of teaching methods. Additionally, the paper objectively assesses the challenges associated with AI integration in education and suggests strategies to address these challenges, providing valuable guidance for the deeper application of generative AI in analytical chemistry and other educational fields..

Key words: Generative AI, Analytical chemistry, Intelligent lesson preparation, Personalized learning path design, Exam result analysis