ICD.md

ICD:Incremental Cognitive Diagnosis for Intelligent Education

This is our implementation for the paper:

Shiwei Tong,Jiayu Liu ,Yuting Hong, Zhenya Huang, Le Wu, Qi Liu, Wei Huang, Enhong Chen, Dan Zhang. Incremental Cognitive Diagnosis for Intelligent Education . The 28th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD'2022)

Please cite our KDD'2022 paper if you use our codes. Thanks!

Author: Shiwei Tong

Email: tongsw@mail.ustc.edu.cn

Example to run the codes.

The instruction of commands and take a0910 dataset as an example

Go to the code directory:

cd EduCDM/EduCDM/ICD/ICD

Replace path_prefix by your project_url in ICD/constant.py.

Run incremental method

python examles/ICD/ICD.py

Citation

@inproceedings{tong2022incremental,
  title={Incremental Cognitive Diagnosis for Intelligent Education},
  author={Tong, Shiwei and Liu, Jiayu and Hong, Yuting and Huang, Zhenya and Wu, Le and Liu, Qi and Huang, Wei and Chen, Enhong and Zhang, Dan},
  booktitle={Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  pages={1760--1770},
  year={2022}
}