《学习编程++:计算机程序设计智能教学环境的设计、实现与部署》

G. Hunter, D. Livingstone, P. Neve, G. Alsop
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引用次数: 8

摘要

本文讨论了智能系统在计算机编程教学和学生学习中的需求,然后描述了Nooblab的设计、实现,Nooblab是一个提供多种编程语言教学、编程测试台和评估的综合系统,以及它在实际大学课堂环境中的部署。该系统还记录了每个学生与它的每一次互动,为分析提供了丰富的数据集。本文提出并讨论了在实际课程中使用该系统的初步结果,以及将机器学习范式纳入系统的未来发展建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Learn Programming++: The Design, Implementation and Deployment of an Intelligent Environment for the Teaching and Learning of Computer Programming
We discuss the demand for intelligent systems to assist both teachers and students in the teaching and learning of computer programming, then describe the design, implementation of Nooblab, an integrated system offering instruction, a programming test bed and assessment for several programming languages, and its deployment in real university classroom situations. The system also logs every interaction which each student has with it, providing a rich set of data for analysis. Initial results from its use within real courses are presented and discussed, along with proposals for future developments involving incorporating machine learning paradigms into the system.
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