Visualizations and Dashboards for Learning Analytics / Advances in Analytics for Learning and Teaching (PDF)
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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.
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.
- 2021, 1st ed. 2021, 611 Seiten, Englisch
- Herausgegeben: Muhittin Sahin, Dirk Ifenthaler
- Verlag: Springer International Publishing
- ISBN-10: 3030812227
- ISBN-13: 9783030812225
- Erscheinungsdatum: 16.12.2021
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: PDF
- Größe: 21 MB
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