Neil T. Heffernan

Recent Advances in Multimodal Educational Data Mining in K-12 Education

2020

Recently we have seen a rapid rise in the amount of education data available through the digitization of education. This huge amount of education data usually exhibits in a mixture form of images, videos, speech, …

Investigating the Robustness of Knowledge Tracing Models in the Presence of Student Conceptual Drift

2024

Knowledge Tracing (KT) has been an established problem in the educational data mining field for decades,and it is commonly assumed that the underlying learning process being modeled remains static. Giventhe ever changing landscape of online …