Generative Data Imputation for Sparse Learner Performance Data Using Generative Adversarial Imputation Networks

Liang Zhang, Jionghao Lin, John Sabatini +6

Learner performance data collected by Intelligent Tutoring Systems (ITSs), such as responses to questions, is essential for modeling and predicting learners' knowledge states. Howe…