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Learning Analytics Cookbook

How to Support Learning Processes Through Data Analytics and Visualization

Hendrik Drachsler, Albrecht Fortenbacher, René Helbig, et al.

PDF
ca. 69,54
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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Anwendungs-Software

Beschreibung

This book offers an introduction and hands-on examples that demonstrate how Learning Analytics (LA) can be used to enhance digital learning, teaching and training at various levels. While the majority of existing literature on the subject focuses on its application at large corporations, this book develops and showcases approaches that bring LA closer to smaller organizations, and to educational institutions that lack sufficient resources to implement a full-fledged LA infrastructure. In closing, the book introduces a set of software tools for data analytics and visualization, and explains how they can be employed in several LA scenarios.

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Kundenbewertungen

Schlagwörter

Key performance indicators for learning processes, Technology enhanced learning, Educational data mining, Learning analytics scenarios, Learning analytics, Learning process management