Estimation of Human Mobility Patterns and Attributes Analyzing Anonymized Mobile Phone CDR: Developing Real-time Census from Crowds of Greater Dhaka

نویسندگان

  • Ayumi Arai
  • Ryosuke Shibasaki
چکیده

Anonymized mobile phone CDR allows us to capture dynamics of mass population movement where individual trajectories are still traceable. While, outcomes of research analyzing CDR merely show distribution of people or crowds, which are aggregation of mass trajectories without any attributes. To further investigate hidden properties of human mobility in CDR, it is critical to analyze such data in combination with secondary datasets. This project develops Real-time Census of Greater Dhaka from CDR. It represents population composition of Greater Dhaka and is labeled with demographic attributes such as sex, age groups, and occupational types. Algorithms developed in this project can be applicable to CDR in other places wherever census is available.

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تاریخ انتشار 2013