Visualizations and Dashboards for Learning Analytics (eBook)

Muhittin Sahin, Dirk Ifenthaler (Herausgeber)

eBook Download: PDF

2021 | 1st ed. 2021
XXIX, 611 Seiten
Springer International Publishing (Verlag)
978-3-030-81222-5 (ISBN)

Infos

This edited volume fills the gaps in existing literature on visualization and dashboard design for learning analytics. To do so, it presents critical tips to stakeholders and acts as guide to efficient implementation. The book covers the following topics: visualization and dashboard design for learning analytics, visualization and dashboard preferences of stakeholders, learners' patterns on the dashboard, usability of visualization techniques and the dashboard, dashboard and intervention design, learning and instructional design for learning analytics, privacy and security issues about the dashboard, and future directions of visualization and dashboard design.

This book will be of interest to researchers with interest in learning analytics and data analytics, teachers and students in higher education institutions and instructional designers, as it includes contributions from a wide variety of educational and psychological researchers, engineers, instructional designers, learning scientists, and computer scientists interested in learning analytics.

Muhittin Sahin is post-doc researcher at University of Mannheim, Germany, and academic staff

in the Department of Computer Education and Instructional Technology at Ege University, Turkey. His research interests deal with educational technology, learning analytics, educational data mining, multi-criteria decision making, data analysis, and e-assessment.

Dirk Ifenthaler is Professor and Chair of Learning, Design and Technology at University of Mannheim,

Germany, and UNESCO Deputy Chair of Data Science in Higher Education Learning and Teaching at Curtin University, Australia. Dirk's research focuses on the intersection of cognitive psychology, educational technology, data analytics, and organisational learning.

Produkt-Details

• Erscheint lt. Verlag: 16.12.2021
• Reihe/Serie: Advances in Analytics for Learning and Teaching
• Reihe/Serie: Advances in Analytics for Learning and Teaching
• Zusatzinfo: XXIX, 611 p. 146 illus., 115 illus. in color.
• Sprache: englisch
• Themenwelt: Sozialwissenschaften ► Pädagogik ► Schulpädagogik / Grundschule
• Schlagworte: Dashboard Design • Data Visualization • Instructional Design • Intervention Design • Learning Analytics • Teacher Education
• ISBN-10: 3-030-81222-7 / 3030812227
• ISBN-13: 978-3-030-81222-5 / 9783030812225