Modeling and predicting students’ engagement behaviors using mixture Markov models

The details matter: methodological nuances in the evaluation of student models

(2018) Radek Pelánek   USER MODELING AND USER-ADAPTED INTERACTION

ClickClust: An R Package for Model-Based Clustering of Categorical Sequences

(2016) Volodymyr Melnykov   Journal of Statistical Software

An effective strategy for initializing the EM algorithm in finite mixture models

(2016) Semhar Michael et al.   Advances in Data Analysis and Classification

A trace-based approach to identifying users’ engagement and qualifying their engaged-behaviours in interactive systems: application to a social game

(2014) Patrice Bouvier et al.   USER MODELING AND USER-ADAPTED INTERACTION

Activity sequence modelling and dynamic clustering for personalized e-learning

(2011) Mirjam Köck et al.   USER MODELING AND USER-ADAPTED INTERACTION

An analysis of students’ gaming behaviors in an intelligent tutoring system: predictors and impacts

(2011) Kasia Muldner et al.   USER MODELING AND USER-ADAPTED INTERACTION

A review of recent advances in learner and skill modeling in intelligent learning environments

(2011) Michel C. Desmarais et al.   USER MODELING AND USER-ADAPTED INTERACTION

Disengagement Detection in Online Learning: Validation Studies and Perspectives

(2010) Mihaela Cocea et al.   IEEE Transactions on Learning Technologies

Log file analysis for disengagement detection in e-Learning environments

(2009) Mihaela Cocea et al.   USER MODELING AND USER-ADAPTED INTERACTION