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    Spatial Variation of Taxi Demand Using GPS Trajectories and POI Data by Xinmin Liu, Lu Sun, Qiuxia Sun, Ge Gao

    Published 2020-01-01
    “…In this paper, we explore the correlation between taxi demand and socio-economic, transport system and land use patterns based on taxi GPS trajectory and POI (point of interest) data of Qingdao City. The geographically weighted regression (GWR) model is used to describe the influence factors of spatial heterogeneity of the taxi demand and visualize the spatial distributions of parameter estimations. …”
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