/SGKT

The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction

Primary LanguagePython

SGKT

The code is related to the paper SGKT: Session Graph-Based Knowledge Tracing for Student Performance Prediction

Datasets

We have placed the processed ASSIST2012 dataset in the 'data' folder.

If you want to process the datasets by yourself, you can download them by the following links:

ASSIST09:download

ASSIST2012: download

EdNet: download

You should create a folder named 'checkpoint' and 'logs' for saving model and log in our experiments.

Environment Requirement

python == 3.6.5

tensorflow == 1.15.0

numpy == 1.15.2

Examples to run the model

ASSIST12 dataset

  • Command
python main.py --dataset assist12_3

If you have more questions about our experiments, you can contact us. email: lhuang@m.scnu.edu.cn