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2024-edm-pareto-tamkot's Introduction

Exploring Simultaneous Knowledge and Behavior Tracing (Pareto-TAMKOT)

Code for our paper:

S. Zhao, and S. Sahebi. Exploring Simultaneous Knowledge and Behavior Tracing. In Proceedings of The 17th International Conference on Educational Data Mining (EDM 2024).

If you have any questions, please email [email protected]

Pareto-TAMKOT Network Architecture:

Pareto-tamkot

Prerequisit

numpy
torch
scipy
sklearn
pickle
more_itertools
easydict
matplotlib

How to install and run

git clone https://github.com/persai-lab/2024-EDM-Pareto-TAMKOT
cd 2024-EDM-Pareto-TAMKOT
conda env create -f environment.yml
source init_env.sh
python run.py

Cite:

Please cite our paper if you use this code in your own work:

@inproceedings{zhao2024exploring,
  title={Exploring Simultaneous Knowledge and Behavior Tracing},
  author={Zhao, Siqian and Sahebi, Shaghayegh},
  booktitle={Proceedings of the 17th International Conference on Educational Data Mining},
  Pages={927--932},
  year={2024}
}

Collarators:

Siqian Zhao: [email protected]
Sherry Sahebi: [email protected]

Acknowledgement:

This paper is based upon work supported by the National Science Foundation under Grant No. 2047500.

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