Offline-aware Knowledge Tracing

ICTAI'2022: Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing (Pytorch implementation for OKT).

How to use the code

1. Prepare the dataset you want by running

   python prepare_data/prepare_[dataset_name].py

   , where [dataset_name] can be assist2012, assist2017 and nips2020_1_2.

2. Use the model by running

   python main.py --dateset [dataset_name] --model [model_name]

   , where the optional values of [dataset_name] is the same as above, and if you do not specify the dataset it will default to assist2017; the optional values of [model_name] can be okt, okt_not, okt_nu, okt_ne, and if you do not specify the dataset it will default to okt.