Predicting Mobile App Usage with Context-Aware Dynamic Hypergraphs

This is the code for the paper "Predicting Mobile App Usage with Context-Aware Dynamic Hypergraphs“.

⚙️Requiements

Before running the code, ensure that you have the required dependencies installed. The key libraries used in this project include:

• Python 3.x
• NumPy
• PyTorch
• matplotlib
• scikit_learn
• pandas You can install the required libraries using the following command:

pip install -r requirements.txt

🏃Usage

To train the model, you can use the following command format:

python main.py

To make predictions using the trained model, you can use the following command format:

python test.py

👀Citation

If you find this repo helpful, please cite our paper.

@article{huang2025predicting,
  title={Predicting Mobile App Usage With Context-Aware Dynamic Hypergraphs},
  author={Huang, Zihan and Li, Tong and Wang, Xing and Yang, Kexin and Deng, Chao and Feng, Junlan and Li, Yong},
  journal={IEEE Transactions on Mobile Computing},
  year={2025},
  publisher={IEEE}
}