We collect the commonly used datasets and listed them here.
- Student-Side Information: contain features of students or not, such as class, gender, school, etc
- Exercise-Side Information: contain textual information of exercise or not
- Knowldge Component Relation: contain relations among knowledge component or not (tree or prerequisite)
- Link："doc" means the link to documents we wrote about the dataset, "download" means the link to download dataset and "paper" means the link to the paper of the dataset
| Dataset Name | Student-Side Information | Exercise-Side Information | Knowldge Component Relation | Link |
|---|---|---|---|---|
| FrcSub | ✖️ | ✖️ | ✖️ | doc，download |
| Math1 | ✖️ | ✖️ | ✖️ | doc，download |
| Math2 | ✖️ | ✖️ | ✖️ | doc，download |
| AAAI_2023 | ✖️ | masked text | tree | doc，download |
| ASSISTment_2009-2010 | ✔️ | ✖️ | ✖️ | doc，download |
| ASSISTment_2012-2013 | ✔️ | ✖️ | ✖️ | doc，download |
| ASSISTment_2015-2016 | ✖️ | ✖️ | ✖️ | doc，download |
| ASSISTment_2017 | ✔️ | ✖️ | ✖️ | doc，download |
| Algebera_2005-2006 | ✖️ | ✖️ | ✖️ | doc，download |
| Algebera_2006-2007 | ✖️ | ✖️ | ✖️ | doc，download |
| Bridge2Algebra_2006-2007 | ✖️ | ✖️ | ✖️ | doc，download |
| Junyi | ✖️ | ✖️ | tree and prerequisite | doc，download |
| EdNet_KT1 | ✖️ | ✖️ | ✖️ | doc，download1, download2 |
| Eedi_2020_Task1&2 | ✔️ | ✖️ | tree | doc，download |
| Eedi_2020_Task3&4 | ✔️ | images | tree | doc，download |
| Statics - Fall 2011 | ✖️ | web pages | ✖️ | doc，download |
| MoocRadar | ✔️ | ✔️ | ✖️ | doc，download，paper |
| MoocCubeX | ✔️ | ✔️ | prerequisite | paper |
| SLP | ✔️ | ✖️ | ✖️ | paper |
| MooPer | ✔️ | ✔️ | tree | paper |
| XES3G5M | ✖️ | ✔️ | tree | paper |
| Simulated-5 | ✖️ | ✖️ | ✖️ | doc，download |
| PISA2015 | ✔️ | ✖️ | ✖️ | download |
| PISA2018 | ✔️ | ✖️ | ✖️ | download |
| PISA2022 | ✔️ | ✖️ | ✖️ | download |
| SingPAD | ✖️ | ✖️ | ✖️ | paper, download |