Source code and data set for the paper Ability boosted knowledge tracing.
If this code helps with your studies, please kindly cite the following publication:
@article{ABKT,
title = {Ability boosted knowledge tracing},
journal = {Information Sciences},
volume = {596},
pages = {567-587},
year = {2022},
issn = {0020-0255},
doi = {https://doi.org/10.1016/j.ins.2022.02.044},
url = {https://www.sciencedirect.com/science/article/pii/S0020025522001876},
author = {Sannyuya Liu and Jianwei Yu and Qing Li and Ruxia Liang and Yunhan Zhang and Xiaoxuan Shen and Jianwen Sun},
}
- python 3.6
- numpy
- pytorch
Run main.py
python main.py
Results are under ./Results
Pretrained knowledge modules are under ./Models