2015
Modeling Skill Acquisition Over Time with Sequence and Topic Modeling
AISTATS 2015poster
Online education provides data from students solving problems at different levels of proficiency over time. Unfortunately, methods that use these data for inferring student knowledge rely on costly domain expertise. We propose three novel data-driven methods that bridge sequence modeling with topic…