Accelerating Human Learning with Deep Reinforcement Learning

Using deep reinforcement learning for personalizing review sessions on e-learning platforms with spaced repetition

A Spaced, Interleaved Retrieval Practice Tool that is Motivating and Effective

DAS3H: Modeling Student Learning and Forgetting for Optimally Scheduling Distributed Practice of Skills

Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using Item Response Theory

Knowledge Query Network for Knowledge Tracing

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

A Self-Attentive model for Knowledge Tracing

Research Question 2: Predict which questions should be the next to be provided to the user to answer - Papers

Research Question1: Predict how long the user will use the tool again (difference between the two timestamps) based on his or her previous interactions – Papers

Context-Aware Attentive Knowledge Tracing

Research Question 3: Predicting Final Exam Grade - Papers

Dataset References for Paper Idea 3

Augmenting Knowledge Tracing by Considering Forgetting Behavior