Learning Analytics Cookbook: How to Support Learning Processes Through Data Analytics and Visualization

Jaakonmäki R; vom Brocke J; Dietze S; Drachsler H; Fortenbacher A; Helbig R; Kickmeier-Rust M; Marenzi I; Suarez A; Yun H

Zusammenfassung
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.

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