Student Modeling and Machine Learning
After identifying essential student modeling issues and machine learning approaches,
this paper examines how machine learning techniques have been used to automate the
construction of student models as well as the background knowledge necessary for student
modeling. In the process, the paper sheds light on the difficulty, suitability and potential of
using machine learning for student modeling processes, and, to a lesser extent, the potential of
using student modeling techniques in machine learning.