Limit search to available items
Book Cover
E-book
Author Jaakonmäki, Roope, author

Title Learning analytics cookbook : how to support learning processes through data analytics and visualization / Roope Jaakonmäki, Jan vom Brocke, Stefan Dietze, Hendrik Drachsler, Albrecht Fortenbacher, René Helbig, Michael Kickmeier-Rust, Ivana Marenzi, Angel Suarez, Haeseon Yun
Published Cham, Switzerland : Springer, [2020]
©2020

Copies

Description 1 online resource (xi, 91 pages : color illustrations
Series SpringerBriefs in Business Process Management
SpringerBriefs in business process management.
Contents Part I: Understanding Learning Analytics -- Introduction to the Learning Analytics Cookbook -- Learning Analytics Kitchen -- Responsible Cooking with Learning Analytics -- Selected Learning Analytics Recipes -- Understanding Student-Driven Learning Processes -- Learning Analytics in a Primary School: Leaś Box Recipe -- Explore your Online Course: Visualization of Resource Use and the Learning Process -- Understanding Students ́Online Behavior While They Search on the Internet: Searching as Learning
Summary 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
Bibliography Includes bibliographical references
Subject Management information systems.
Industrial management.
Data mining.
Educational technology.
Continuing education.
Adult education.
Management Information Systems
Data Mining
Educational Technology
Education, Continuing
continuing education.
Adult education
Continuing education
Data mining
Educational technology
Industrial management
Management information systems
Form Electronic book
Author Brocke, Jan vom, author.
Dietze, Stefan, author.
Drachsler, Hendrik, author.
Fortenbacher, Albrecht, author
Helbig, René, author
Kickmeier-Rust, Michael, author
Marenzi, Ivana, author.
Suárez, Ángel (Software engineer), author.
Yun, Haeseon, author
ISBN 3030433773
9783030433772
9783030433789
3030433781