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

DOI

10.2991/ameii-15.2015.60How to use a DOI?

Keywords

Mobile Phone Data; Cluster; Urban Mobility Mining; Point of Interests (POI); Facility POI Proportion Analysis

Abstract

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.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Rong Xie
AU  - Chao Gong
PY  - 2015/04
DA  - 2015/04
TI  - Urban Mobility Mining and Its Facility POI Proportion Analysis based on Mobile Phone Data
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 332
EP  - 337
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.60
DO  - 10.2991/ameii-15.2015.60
ID  - Xie2015/04
ER  -