TY - BOOK
T1 - Learning Analytics Cookbook
T2 - How to Support Learning Processes Through Data Analytics and Visualization
AU - Jaakonmäki, Roope
AU - vom Brocke, Jan
AU - Dietze, Stefan
AU - Drachsler, H.J.
AU - Fortenbacher, Albrecht
AU - Helbig, René
AU - Kickmeier-Rust, Michael
AU - Marenzi, Ivana
AU - Suarez Fernández, Angel
AU - Yun, Haeseon
PY - 2020
Y1 - 2020
N2 - 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.
AB - 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.
U2 - 10.1007/978-3-030-43377-2
DO - 10.1007/978-3-030-43377-2
M3 - Book
SN - 9783030433765
T3 - SpringerBriefs in Business Process Management
BT - Learning Analytics Cookbook
PB - Springer International Publishing AG
CY - Cham
ER -