References

• 2003Using GPS to learn significant locations and predict movement across multiple users1,060 cited
• 2016The promises of big data and small data for travel behavior (aka human mobility) analysis580 cited
• 2012Next place prediction using mobility Markov chains555 cited
• 2009Mining Individual Life Pattern Based on Location History281 cited
• 2015Analysis of human mobility patterns from GPS trajectories and contextual information275 cited
• 2017A Generative Model of Urban Activities from Cellular Data185 cited
• 2016Big Data Driven Hidden Markov Model Based Individual Mobility Prediction at Points of Interest145 cited
• 2017A hybrid Markov-based model for human mobility prediction91 cited
• 2017IS2Fun: Identification of Subway Station Functions Using Massive Urban Data52 cited
• 2021Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach49 cited
• 2017Human Mobility-Pattern Discovery and Next-Place Prediction from GPS Data23 cited
• 2013Learning and user adaptation in location forecasting22 cited
• 2017Human mobility prediction from region functions with taxi trajectories20 cited
• 2018A Spherical Hidden Markov Model for Semantics-Rich Human Mobility Modeling15 cited