Integration of Multiple Data Sources for predicting the Engagement of Students in Practical Activities

L. Tobarra, S. Ros, Roberto Hernández, A. Robles-Gómez, A. Caminero, Rafael Pastor Vargas
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引用次数: 6

Abstract

This work presents the integration of an automatic assessment system for virtual/remote laboratories and the institutional Learning Management System (LMS), in order to analyze the students� progress and their collaborative learning in virtual/remote laboratories. As a result of this integration, it is feasible to extract useful information for the characterization of the students� learning process and detecting the students� engagement with the practical activities of our subjects. From this integration, a dashboard has been created to graphically present to lecturers the analyzed results. Thanks to this, faculty can use the analyzed information in order to guide the learning/teaching process of each student. As an example, a subject focused on the configuration of network services has been chosen to implement our proposal.
综合多数据源预测学生参与实践活动
本文提出了一个虚拟/远程实验室自动评估系统和机构学习管理系统(LMS)的集成,以分析虚拟/远程实验室中学生的进步和他们的协作学习。这种整合的结果是,可以提取有用的信息来描述学生的学习过程,并检测学生参与我们学科的实践活动。通过这个集成,创建了一个仪表板,以图形方式向讲师展示分析结果。因此,教师可以使用分析的信息来指导每个学生的学习/教学过程。作为一个例子,我们选择了一个关注网络服务配置的主题来实现我们的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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