Tracing Knowledge State with Individual Cognition and Acquisition Estimation

Thanks for your interest! This repository is the implementation of IEKT, which is proposed in the paper "Tracing Knowledge State with Individual Cognition and Acquisition Estimation". The paper is accepted by SIGIR 2021.

Datasets

ASS09 and ASS12:

You can download the original data in this link

EdNet

You can download the original data in this link

Junyi

You can download the original data in this link

Run

python main.py --run_dir runs/RUN_DIR

Citation

You are more than welcome to cite our paper:

@inproceedings{long2021tracing,
	title={Tracing Knowledge State with Individual Cognition and Acquisition Estimation},
	author={Long, Ting and Liu, Yunfei and Shen, Jian and Zhang, Weinan and Yu, Yong},
	booktitle={Proceedings of 44th International ACM SIGIR Conference on Research and Development in Information Retrieval},
	year={2021},
	organization={ACM}
}

If you have any question, please contact longting@sjtu.edu.cn