在研究生课程中实现学习成果的交互式笔记本:教学方法
Ghada Amoudi1, Dina Tbaishat2,3
1Department of Information Systems, King Abdulaziz University, Jeddah, Saudi Arabia.
概括
这项研究发现,在计算机科学教育中使用Jupyter笔记本可以提高女学生的概念理解和参与度. 交互式工具提高了学习成果和享受在一个仅为女性的环境.
科学领域:
- 计算机科学教育计算机科学教育
- 教育技术的教育技术.
- 社交网络分析 社交网络分析
背景情况:
- 传统的方法在社交网络分析中对抽象的数学概念构成挑战.
- 女学生通常在计算机科学方面表现不佳,与男学生相比.
- 交互式工具可以弥合概念理解的差距.
研究的目的:
- 调查Jupyter笔记本对女学生计算机科学概念理解的影响.
- 评估交互式编程工具对学习成果和课堂经验的影响.
- 评估学生对基于网络的学习环境的参与和享受.
主要方法:
- 一种混合方法的方法,结合了定性文档分析和定量问卷分析.
- 对中期考试文件进行分析,以获得概念的理解.
- 学生问卷以衡量感知,参与和享受.
主要成果:
- 学生在 Jupyter 环境中表现出对学习成果的强烈认知.
- Jupyter笔记本的交互功能显著提高了学生的参与度.
- 该工具对整体学习体验和乐趣做出了积极贡献.
结论:
- Jupyter笔记本有效地支持女性学生在计算机科学中的更深层次的概念理解.
- 互动式基于网络的工具可以提高学习成绩水平,促进积极的学习环境.
- 教育技术干预措施在解决STEM领域的性别差异方面表现有前途.
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