城市功能区人口流动的多尺度政治分析

Yiding Feng, Pengfei Jiao, Wenjun Wang, S. Shi
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引用次数: 0

摘要

人口流动预测是根据人口发展规律进行的,是对未来人口形象的描述。它作为一种兼具经济性和社会性的研究方法,越来越受到人们的重视,得到了越来越多的应用。手机用户的通信网络反映了人类社会结构的不同方面,手机用户的通话记录使我们能够构建一个通信网络。随着人类数字足迹的可用性,对城市地区大规模人类流动的调查成为可能。本文在分析通信网络统计特性的基础上,提出了一种基于手机用户社交网络的城市人口流动预测模型。在一系列实际通信数据上对模型的传递相似度进行了测试,实验结果表明该模型具有良好的鲁棒性和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-scale Politics Analysis on Urban Function Area Human Mobility
The prediction of human mobility is based on the law of population development and is the description of the future population image. For it as a research method of economic and social, it has been paid more and more attention and got more and more applications. The communication network of mobile phone users reflects different aspects of human's societal structure and the records of calls of mobile phone users enable us to construct a communication network. With the availability of human digital footprints, investigation of massive human mobility of urban areas becomes possible. In this paper, we perform an analysis of the statistical properties of the communication network, and proposed a human mobility prediction model in urban area that based on the social network of mobile phone users. We test the transfer similarity of our model on a series of real communication data, experimental results show that our proposed model has good robust and accurate performance.
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