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Inductive Graph-based Knowledge Tracing

Bigcomp2023

@inproceedings{han2023inductive,
  title={Inductive Graph-based Knowledge Tracing},
  author={Han, Donghee and Kim, Daehee and Han, Keejun and Yi, Mun Yong},
  booktitle={2023 IEEE International Conference on Big Data and Smart Computing (BigComp)},
  pages={92--99},
  year={2023},
  organization={IEEE}
}

Datasets


Docker Container

  • Docker container use cgmc project directory as volume
  • File change will be apply directly to file in docker container

Train

  1. make up : build docker image and start docker container
  2. check train_config/train_list.ymal file (default: assist2017 with igmc, igkt, igkt_ts and igkt_gat)
  3. python3 src/train.py : start train in docker container