coMobile: real-time human mobility modeling at urban scale using multi-view learning

@inproceedings{Zhang2015coMobileRH,
  title={coMobile: real-time human mobility modeling at urban scale using multi-view learning},
  author={Desheng Zhang and Juanjuan Zhao and Fan Zhang and Tian He},
  booktitle={SIGSPATIAL/GIS},
  year={2015}
}
Real-time human mobility modeling is essential to various urban applications. To model such human mobility, numerous data-driven techniques have been proposed. However, existing techniques are mostly driven by data from a single view, e.g., a transportation view or a cellphone view, which leads to over-fitting of these single-view models. To address this issue, we propose a human mobility modeling technique based on a generic multi-view learning framework called coMobile. In coMobile, we first… CONTINUE READING