Personalized Learning and Temporal Modeling at Khan Academy
0.25
0.5
0.75
1.25
1.5
1.75
2
Khan Academy is driven by a mastery based personalized learning dashboard. I will describe this dashboard, the student data it produces*, and its current limitations. I will then present an ongoing effort to model how student understanding evolves over time, using a temporal extension of item response theory.