Learning analytics dashboard applications K Verbert, E Duval, J Klerkx, S Govaerts, JL Santos American Behavioral Scientist 57 (10), 1500-1509, 2013 | 885 | 2013 |
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 | 767 | 2012 |
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, 1499-1514, 2014 | 577 | 2014 |
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 | 396 | 2016 |
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 | 390 | 2020 |
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 | 337 | 2017 |
Panorama of recommender systems to support learning H Drachsler, K Verbert, OC Santos, N Manouselis Recommender systems handbook, 421-451, 2015 | 328 | 2015 |
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 | 312 | 2020 |
Open Learning Analytics: an integrated & modularized platform G Siemens, D Gasevic, C Haythornthwaite, S Dawson, SB Shum, ... Open University Press, 2011 | 303 | 2011 |
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 | 300 | 2012 |
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 | 265 | 2012 |
Recommender systems for learning N Manouselis, H Drachsler, K Verbert, E Duval Springer Science & Business Media, 2012 | 248 | 2012 |
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 | 238 | 2011 |
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 | 234 | 2007 |
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 | 212 | 2018 |
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 | 207 | 2013 |
Trends and issues in student-facing learning analytics reporting systems research R Bodily, K Verbert Proceedings of the seventh international learning analytics & knowledge …, 2017 | 183 | 2017 |
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 | 181 | 2012 |
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 | 175 | 2004 |
Guiding the choice of learning dashboard visualizations: Linking dashboard design and data visualization concepts G Sedrakyan, E Mannens, K Verbert Journal of Computer Languages 50, 19-38, 2019 | 162 | 2019 |