将数据与课程中的学生支持行动联系起来:一个动手教程

A. Pardo, Roberto Martínez Maldonado, S. B. Shum, J. Schulte, Simon McIntyre, D. Gašević, Jing Gao, George Siemens
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引用次数: 8

摘要

从学习经历中提取的数据量以惊人的速度增长,一方面是因为数据来源的多样性增加,另一方面是因为现在为大量学生提供的课程。然而,在这种新出现的情况下,教师现在面临的挑战是在教学设计的背景下,将从数据分析中获得的知识与向学生提供有意义的支持行动联系起来。本教程的目的是为与会者提供一组假设的场景,在这些场景中,需要使用从学习经验中提取的知识来为学生提供频繁的个性化反馈。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Connecting data with student support actions in a course: a hands-on tutorial
The amount of data extracted from learning experiences has grown at an astonishing pace both in depth due to the increasing variety of data sources, and in breath with courses now being offered to massive student cohorts. However, in this emerging scenario instructors are now facing the challenge of connecting the knowledge emerging from data analysis with the provision of meaningful support actions to students within the context of an instructional design. The objective of this tutorial is to give attendees a set of hypothetical scenarios in which the knowledge extracted from a learning experience needs to be used to provide frequent personalized feedback to students.
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