Transcription of Educational Data Mining and Learning Analytics - …
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Educational Data Mining and Learning Analytics - …
R. S. J. d. Baker - Inventado email: Chapter X: Educational data Mining and Learning Analytics Ryan Shaun Joazeiro de Baker and Paul Salvador Inventado Abstract In recent years, two communities have grown around a joint interest in how big data can be exploited to benefit education and the science of Learning : Educational data Mining and Learning Analytics . This article discusses the rela-tionship between these two communities, and the key methods and approaches of Educational data Mining . The article discusses how these methods emerged in the early days of research in this area, which methods have seen particular interest in the EDM and Learning Analytics communities, and how this has changed as the field matures and has moved to making significant contributions to both educa-tional research and practice. Introduction In this article, we will discuss a research area/community with close ties to the Learning Analytics community discussed throughout this book, Educational data Mining (EDM).
2 Fig. X.1. Timeline of significant milestones in EDM differences given in (Siemens and Baker, 2012). In that work, it was argued that there are five key areas of difference between the communities, including a pref-
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