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Integrating GPS trajectory and topics from Twitter stream for human mobility estimation

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References

2012Discovering regions of different functions in a city using human mobility and POIs1,136 cited
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2013Modeling and probabilistic reasoning of population evacuation during large-scale disaster97 cited
2014CitySpectrum96 cited
2011

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PFlow: Reconstructing People Flow Recycling Large-Scale Social Survey Data

92 cited

2015Utilising Location Based Social Media in Travel Survey Methods59 cited

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2020Understanding urban structures and crowd dynamics leveraging large-scale vehicle mobility data16 cited
2024Integrating trajectory data and demographic characteristics: a trajectory semantic model for predicting travel flow and conducting interaction analysis10 cited
2020CITY-SCALE HUMAN MOBILITY PREDICTION MODEL BY INTEGRATING GNSS TRAJECTORIES AND SNS DATA USING LONG SHORT-TERM MEMORY10 cited