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

Roope Jaakonmäki, Jan vom Brocke, Stefan Dietze, H.J. Drachsler, Albrecht Fortenbacher, René Helbig, Michael Kickmeier-Rust, Ivana Marenzi, Angel Suarez Fernández, Haeseon Yun

Research output: Book/ReportBookAcademic

Abstract

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.
Original languageEnglish
Place of PublicationCham
PublisherSpringer International Publishing AG
Number of pages93
Edition1
ISBN (Electronic)9783030433772
ISBN (Print)9783030433765
DOIs
Publication statusPublished - 2020

Publication series

SeriesSpringerBriefs in Business Process Management
Number93
Volume11
ISSN2197-9618

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