基于手机大数据的动态人口感知

Dynamic Population Perception Based on Mobile Phone Big Data

随着通信市场迅速发展和手机的高普及率,利用手机数据研究人类活动和城市规划发展成为可能.本文主要工作是构建了大数据实时处理分析平台,并基于此平台提出了一种利用手机数据感知城市人口分布的方法.通过实验表明,基于手机数据的动态人口感知能够反映实际城市人口分布,对于城市交通监管、公共资源配置优化等方面具有重要意义.

With the rapid development of the communication market and the high penetration rate of mobile phones, it is possible to use mobile phone data to study the development of human activities and urban planning. The main work of this study is to build a big data real-time processing analysis platform, and based on this platform proposes a method to understand the urban population distribution by using of mobile data. Experiments show that dynamic population perception based on mobile phone signaling data can reflect the actual urban population distribution, which is of great significance to urban traffic regulation and public resource allocation optimization.