/Activity-Trajectory-Generation

The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"

Primary LanguagePython

ActSTD

The official implementation of: Activity Trajectory Generation via Modeling Spatiotemporal Dynamics (KDD '22).

Requirements

  • Python 3.7

Dependencies can be installed using the following command:

python install -r requirements.txt

Citation

If you find this repository useful in your research, please consider citing the following paper:

@inproceedings{yuan2022activity,
  title={Activity Trajectory Generation via Modeling Spatiotemporal Dynamics},
  author={Yuan, Yuan and Ding, Jingtao and Wang, Huandong and Jin, Depeng and Li, Yong},
  booktitle={Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  pages={4752--4762},
  year={2022}
}

Note

The implemention is based on Neural STPP.