走出框框:走向学习管理系统之外的分析

A. Pardo, C. D. Kloos
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引用次数: 70

摘要

目前大多数学习分析技术都是以学习管理系统(LMS)记录的关于学生与平台以及他们之间的互动的数据为起点的。但是,学生们倾向于减少对LMS提供的功能的依赖,而更多地使用网上免费提供的应用程序。这种情况在学生需要与一套易于安装在个人电脑上的工具进行交互的学习中被放大了。本文展示了一种使用虚拟机的方法,通过该方法,LMS之外发生的一组事件被记录下来,并以一种可伸缩且不引人注目的方式发送到中央服务器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stepping out of the box: towards analytics outside the learning management system
Most of the current learning analytic techniques have as starting point the data recorded by Learning Management Systems (LMS) about the interactions of the students with the platform and among themselves. But there is a tendency on students to rely less on the functionality offered by the LMS and use more applications that are freely available on the net. This situation is magnified in studies in which students need to interact with a set of tools that are easily installed on their personal computers. This paper shows an approach using Virtual Machines by which a set of events occurring outside of the LMS are recorded and sent to a central server in a scalable and unobtrusive manner.
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