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ORCIDMachine Learning Paradigms 2020
- Maria Virvou, Efthimios Alepis, George A. Tsihrintzis, Lakhmi C. Jain:
Machine Learning Paradigms - Advances in Learning Analytics. Intelligent Systems Reference Library 158, Springer 2020, ISBN 978-3-030-13742-7 - Maria Virvou, Efthimios Alepis, George A. Tsihrintzis, Lakhmi C. Jain:
Machine Learning Paradigms - Advances in Learning Analytics. 1-5
Learning Analytics with the Purpose to Measure Student Engagement, to Quantify the Learning Experience and to Facilitate Self-Regulation
- Christos Troussas, Akrivi Krouska, Maria Virvou:
Using a Multi Module Model for Learning Analytics to Predict Learners' Cognitive States and Provide Tailored Learning Pathways and Assessment. 9-22 - Jovita M. Vytasek, Alexandra Patzak, Philip H. Winne
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Analytics for Student Engagement. 23-48 - David Martín Santos Melgoza:
Assessing Self-regulation, a New Topic in Learning Analytics: Process of Information Objectification. 49-66
Learning Analytics to Predict Student Performance
- Dirk T. Tempelaar, Quan Nguyen, Bart Rienties:
Learning Feedback Based on Dispositional Learning Analytics. 69-89 - Christos Pierrakeas, Giannis Koutsonikos, Anastasia-Dimitra Lipitakis, Sotiris Kotsiantis, Michalis Xenos, George A. Gravvanis:
The Variability of the Reasons for Student Dropout in Distance Learning and the Prediction of Dropout-Prone Students. 91-111
Learning Analytics Incorporated in Tools for Building Learning Materials and Educational Courses
- Arvind W. Kiwelekar, Manjushree D. Laddha, Laxman D. Netak, Sanil S. Gandhi:
An Architectural Perspective of Learning Analytics. 115-130 - Man Ching Esther Chan, Xavier Ochoa, David Clarke:
Multimodal Learning Analytics in a Laboratory Classroom. 131-156 - Arita L. Liu, John C. Nesbit:
Dashboards for Computer-Supported Collaborative Learning. 157-182
Learning Analytics as Tools to Support Learners and Educators in Synchronous and Asynchronous e-Learning
- Katerina Kabassi, Efthimios Alepis:
Learning Analytics in Distance and Mobile Learning for Designing Personalised Software. 185-203 - Konstantina Chrysafiadi, Maria Virvou, Evangelos Sakkopoulos:
Optimizing Programming Language Learning Through Student Modeling in an Adaptive Web-Based Educational Environment. 205-223
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