18 citations · 18 across the 1 of their papers we have counts for
2 papers
cs.AI2017★ 18 cited
T-SKIRT: Online Estimation of Student Proficiency in an Adaptive Learning System
Chaitanya Ekanadham, Yan Karklin
We develop T-SKIRT: a temporal, structured-knowledge, IRT-based method for predicting student responses online. By explicitly accounting for student learning and employing a struct…
cs.AI2016
Back to the Basics: Bayesian extensions of IRT outperform neural networks for proficiency estimation
Kevin H. Wilson, Yan Karklin, Bojian Han +1
Estimating student proficiency is an important task for computer based learning systems. We compare a family of IRT-based proficiency estimation methods to Deep Knowledge Tracing (…