Verbert, Katrien

Interpretability of machine learning-based prediction models in healthcare

Stiglic, G., Kocbek, P., Fijacko, N., Zitnik, M., Verbert, K., & Cilar, L. (2020) · WIREs Data Mining and Knowledge Discovery

Explainable Artificial Intelligence (XAI)Machine Learning in Healthcare

Cited by 541

Review of Research on Student-Facing Learning Analytics Dashboards and Educational Recommender Systems

Bodily, R., & Verbert, K. (2017) · IEEE Transactions on Learning Technologies

Online Learning and AnalyticsIntelligent Tutoring Systems and Adaptive Learning

Cited by 306

Linking learning behavior analytics and learning science concepts: Designing a learning analytics dashboard for feedback to support learning regulation

Sedrakyan, G., Malmberg, J., Verbert, K., Järvelä, S., & Kirschner, P. A. (2020) · Computers in Human Behavior

Online Learning and AnalyticsIntelligent Tutoring Systems and Adaptive Learning

Cited by 283

The student activity meter for awareness and self-reflection

Govaerts, S., Verbert, K., Duval, E., & Pardo, A. (2012) · CHI '12 Extended Abstracts on Human Factors in Computing Systems

Data Visualization and AnalyticsOnline Learning and Analytics

Cited by 193

To explain or not to explain: the effects of personal characteristics when explaining music recommendations

Millecamp, M., Htun, N. N., Conati, C., & Verbert, K. (2019) · Proceedings of the 24th International Conference on Intelligent User Interfaces

Recommender Systems and TechniquesExplainable Artificial Intelligence (XAI)

Cited by 148

Visual, textual or hybrid: the effect of user expertise on different explanations

Szymanski, M., Millecamp, M., & Verbert, K. (2021) · 26th International Conference on Intelligent User Interfaces

Explainable Artificial Intelligence (XAI)Data Visualization and Analytics

Cited by 131

Learning analytics dashboards: the past, the present and the future

Verbert, K., Ochoa, X., De Croon, R., Dourado, R. A., & De Laet, T. (2020) · Proceedings of the Tenth International Conference on Learning Analytics & Knowledge

Online Learning and AnalyticsData Visualization and Analytics

Cited by 129

Tools designed to support self-regulated learning in online learning environments: A systematic review

Alvarez, R. P., Jivet, I., Perez-Sanagustin, M., Scheffel, M., & Verbert, K. (2022) · IEEE Transactions on Learning Technologies

Innovative Teaching and Learning MethodsOnline and Blended Learning

Cited by 81

Middle-Aged Video Consumers' Beliefs About Algorithmic Recommendations on YouTube

Alvarado, O., Heuer, H., Vanden Abeele, V., Breiter, A., & Verbert, K. (2020) · Proceedings of the ACM on Human-Computer Interaction

Recommender Systems and TechniquesEthics and Social Impacts of AI

Cited by 70

What's in a User? Towards Personalising Transparency for Music Recommender Interfaces

Millecamp, M., Htun, N. N., Conati, C., & Verbert, K. (2020) · Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization

Recommender Systems and TechniquesExplainable Artificial Intelligence (XAI)

Cited by 50

Learning dashboards at scale: Early warning and overall first year experience

Broos, T., Pinxten, M., Delporte, M., Verbert, K., & De Laet, T. (2020) · Assessment & Evaluation in Higher Education

Online Learning and AnalyticsIntelligent Tutoring Systems and Adaptive Learning

Cited by 32