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Katrien Verbert
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Learning analytics dashboard applications
K Verbert, E Duval, J Klerkx, S Govaerts, JL Santos
American Behavioral Scientist 57 (10), 1500-1509, 2013
7292013
Context-aware recommender systems for learning: a survey and future challenges
K Verbert, N Manouselis, X Ochoa, M Wolpers, H Drachsler, I Bosnic, ...
IEEE transactions on learning technologies 5 (4), 318-335, 2012
6862012
Learning dashboards: an overview and future research opportunities
K Verbert, S Govaerts, E Duval, JL Santos, F Van Assche, G Parra, ...
Personal and Ubiquitous Computing 18 (6), 1499-1514, 2014
4802014
Interactive recommender systems: A survey of the state of the art and future research challenges and opportunities
C He, D Parra, K Verbert
Expert Systems with Applications 56, 9-27, 2016
3052016
Panorama of recommender systems to support learning
H Drachsler, K Verbert, OC Santos, N Manouselis
Recommender systems handbook, 421-451, 2015
2772015
Open Learning Analytics: an integrated & modularized platform
G Siemens, D Gasevic, C Haythornthwaite, S Dawson, SB Shum, ...
Open University Press, 2011
2742011
The student activity meter for awareness and self-reflection
S Govaerts, K Verbert, E Duval, A Pardo
CHI'12 Extended Abstracts on Human Factors in Computing Systems, 869-884, 2012
2662012
Dataset-driven research to support learning and knowledge analytics
K Verbert, N Manouselis, H Drachsler, E Duval
Journal of Educational Technology & Society 15 (3), 133-148, 2012
2412012
Tracking actual usage: the attention metadata approach
M Wolpers, J Najjar, K Verbert, E Duval
Journal of Educational Technology & Society 10 (3), 106-121, 2007
2332007
Dataset-driven research for improving recommender systems for learning
K Verbert, H Drachsler, N Manouselis, M Wolpers, R Vuorikari, E Duval
Proceedings of the 1st international conference on learning analytics and …, 2011
2252011
Recommender systems for learning
N Manouselis, H Drachsler, K Verbert, E Duval
Springer Science & Business Media, 2012
2232012
Review of research on student-facing learning analytics dashboards and educational recommender systems
R Bodily, K Verbert
IEEE Transactions on Learning Technologies 10 (4), 405-418, 2017
2152017
Linking learning behavior analytics and learning science concepts: Designing a learning analytics dashboard for feedback to support learning regulation
G Sedrakyan, J Malmberg, K Verbert, S Järvelä, PA Kirschner
Computers in Human Behavior 107, 105512, 2020
1882020
Visualizing recommendations to support exploration, transparency and controllability
K Verbert, D Parra, P Brusilovsky, E Duval
Proceedings of the 2013 international conference on Intelligent user …, 2013
1802013
Goal-oriented visualizations of activity tracking: a case study with engineering students
JL Santos, S Govaerts, K Verbert, E Duval
Proceedings of the 2nd international conference on learning analytics and …, 2012
1672012
Towards a global architecture for learning objects: a comparative analysis of learning object content models
K Verbert, E Duval
EdMedia+ Innovate Learning, 202-208, 2004
1572004
Open learner models and learning analytics dashboards: a systematic review
R Bodily, J Kay, V Aleven, I Jivet, D Davis, F Xhakaj, K Verbert
Proceedings of the 8th international conference on learning analytics and …, 2018
1502018
Trends and issues in student-facing learning analytics reporting systems research
R Bodily, K Verbert
Proceedings of the seventh international learning analytics & knowledge …, 2017
1502017
Interpretability of machine learning‐based prediction models in healthcare
G Stiglic, P Kocbek, N Fijacko, M Zitnik, K Verbert, L Cilar
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (5 …, 2020
1432020
Addressing learner issues with stepup! an evaluation
JL Santos, K Verbert, S Govaerts, E Duval
Proceedings of the third international conference on learning analytics and …, 2013
1282013
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