Research projects
User modelling in Exploratory Learning Environments
- user modelling based on case-based reasoning
- feedback prioritisation using a hybrid approach combining Analytic Hierarcy Process and Neural Networks
- knowledge based adaptation over time
Impact of off-task and gaming behaviour on learning
- work initiated at the LearnLab Summer School 2008
- educational data mining approach
- gaming behaviour tends to have immediate harmful impact
- off-task behaviour tends to have aggregated harmful impact on learning due to fewer opportunities to practice
- Collaborators: Ryan S.J.d Baker and Arnon Hershkovitz
Disengagement detection in online learning environments
- data mining approach to disengagent detection
- identification of relevant features for disengagement detection
- cross-system validation of approach