Student Modeling and Prerequisite Verification in Knowledge Tree

We extract answering logs of the exercises from Junyi Academy, an E-learning website similar to Khan Academy.

We use crowdsourcing and machine learning to discover relationships between exercises. Based on that, we will design a mechanism of adaptive test to improve learning experiences of Junyi academy (Paper, Presentation, Demo, Dataset).