The ability to predict student performance in a course or program creates opportunities to
improve educational outcomes. With effective performance prediction approaches …

Learner modeling is a basis of personalized, adaptive learning. The research literature
provides a wide range of modeling approaches, but it does not provide guidance for …

Interactive simulations can facilitate inquiry learning. However, similarly to other Exploratory
Learning Environments, students may not always learn effectively in these unstructured …

There has been a large body of work in the field of EDM involving predicting whether the
student's next attempt will be correct. Many promising ideas have resulted in negligible …

This paper presents an experimental evaluation of eye gaze data as a source for modeling
user's learning in Interactive Simulations (IS). We compare the performance of classifier user …

For decades, intelligent tutoring systems researchers have been developing various
methods of student modeling. Most of the models, including two of the most popular …

This paper introduces a method to predict and analyse students' mathematical performance
by detecting distinguishable subgroups of children who share similar learning patterns. We …

Data mining techniques have been successfully employed on user interaction data in
exploratory learning environments. In this paper we investigate using data mining …

Improvement of IT technologies, expansion of internet and popularization of web
technologies have enabled technology enhanced learning introduction in adaption of …

After decades of development, Intelligent Tutoring Systems (ITSs) have become a common
learning environment for learners of various domains and academic levels. ITSs are …