用AI自动生成微学习材料,提升编程课参与度
Next-Gen Education: Enhancing AI for Microlearning
- 用ChatGPT自动生成视频、测验等微学习内容
- 学生注意力碎片化背景下,微学习提升学习效果
- 适合高校教师快速构建互动课程内容
本文探讨将微学习策略融入大学计算机科学课程,以应对新冠后美国高校课堂出席率与参与度下降的问题。随着学生更倾向远程学习和观看录播课,传统教学方式难以维持效果。微学习通过将复杂知识拆分为小单元,结合视频、测验、闪卡和情境练习等互动形式,特别适用于算法与编程逻辑等需深度理解的内容。然而,材料制作耗时限制了其推广。本文提出利用ChatGPT等AI工具自动化生成补充材料,降低教师负担。尽管AI可完成部分内容生成,教育者仍负责引导与内容把关,确保课程紧跟前沿技术。研究表明,该融合模式能有效提升教学成效,为计算机科学教育提供可落地的技术整合方案。
原文摘要 · Abstract (English)
This paper explores integrating microlearning strategies into university curricula, particularly in computer science education, to counteract the decline in class attendance and engagement in US universities after COVID. As students increasingly opt for remote learning and recorded lectures, traditional educational approaches struggle to maintain engagement and effectiveness. Microlearning, which breaks complex subjects into manageable units, is proposed to address shorter attention spans and enhance educational outcomes. It uses interactive formats such as videos, quizzes, flashcards, and scenario-based exercises, which are especially beneficial for topics like algorithms and programming logic requiring deep understanding and ongoing practice. Adoption of microlearning is often limited by the effort needed to create such materials. This paper proposes leveraging AI tools, specifically ChatGPT, to reduce the workload for educators by automating the creation of supplementary materials. While AI can automate certain tasks, educators remain essential in guiding and shaping the learning process. This AI-enhanced approach ensures course content is kept current with the latest research and technology, with educators providing context and insights. By examining AI capabilities in microlearning, this study shows the potential to transform educational practices and outcomes in computer science, offering a practical model for combining advanced technology with established teaching methods.
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。