Student cognitive modeling is a fundamental task in intelligence education field. It serves as the basis for educational content recommendation and learning guidance. Cognitive Diagnosis (CD) and Knowledge Tracing (KT) are two mainstream tasks that model students’ cognition from static and dynamic perspectives, respectively.
This repository collects relevant resources about Student Cognitive Modeling, which is also an eco-service of EduStudio Library!
We have collected and organized relevant papers, conferences, and journals in the field of education. Additionally, we have categorized the papers.
👉 Datasets
👉 Papers
| Resource Name | Description |
|---|---|
| EduStudio | A Unified and Templatized Framework for Student Cognitive Modeling including Cognitive Diagnosis(CD) and Knowledge Tracing(KT) |
| Leaderboard | A Leaderboard demonstrating performance of implemented models by EduStudio |