Urban Mobility Mining and Its Facility POI Proportion Analysis based on Mobile Phone Data

It is very important to analyze urban mobility patterns and facility distribution for urban planning and management etc. Using mobile phone data, original base station data are made statistics and analysis. We improve AHC hierarchical clustering algorithm to discover community structure of urban base station network to analyze distribution of urban mobility. We also propose an approach to regional POI proportion analysis via urban POI data. According to structure measurement indexes of city landscape ecosystem, we analyze composition and distribution of urban mobility and its influence on distribution.