The value of learning analytics to networked learning on a personal learning environment

H. Fournier, R. Kop, Hanan Sitlia
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引用次数: 148

Abstract

Some might argue that the analytics tools at our disposal are currently mainly used for boring purposes, such as improving processes and making money. In this paper we will try to define learning analytics and their purpose for learning and education. We will ponder on the best possible fit of particular types of research methods and their analysis. Methodological concerns related to the analysis of Big Data collected on online networks as well as ethical and privacy concerns will also be highlighted and a case study of the use of learning analytics in a Massive Open Online Course explored.
学习分析对个人学习环境下网络化学习的价值
有些人可能会争辩说,我们目前使用的分析工具主要用于无聊的目的,比如改进流程和赚钱。在本文中,我们将尝试定义学习分析及其对学习和教育的目的。我们将思考特定类型的研究方法及其分析的最佳可能匹配。与在线网络上收集的大数据分析相关的方法问题以及道德和隐私问题也将得到强调,并探讨了在大规模开放在线课程中使用学习分析的案例研究。
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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