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城市功能区的判别方法研究

Research on identification method of urban functional area

中文摘要英文摘要

现代城市规划的观点下,城市一般呈现出区域性的特点,不同的城市区域有着不同的功能属性,城市人口活动在这些功能区之上,构成了城市活动的主体。本文基于城市用户手机上网流量数据,以城市基站为研究对象,从多个角度对城市人口迁移进行数据挖掘,把每个基站抽象为一个95维的特征向量。在此基础之上,结合聚类分析对城市基站进行功能区归属分析,最终对城市功能区进行识别与划分。

Under view of the modern city planning, the city tends to presents by regions, the different parts of the city have different functional attributes, city population live on these functional areas, constituting the main activities of the city. Based on the mobile phone traffic data, this paper takes the urban base station as the research object to excavate the urban population migration from various aspects, and abstracts each base station into a 95 dimensional feature vector. On this basis, combined with clustering analysisof urban base station traffic area attribution analysis, the final identification and division of urban traffic erea.

丁秋林、崔鸿雁

通信

数据挖掘功能区识别聚类分析数据可视化

ata miningfunctional area identificationclustering analysisdata visualization

丁秋林,崔鸿雁.城市功能区的判别方法研究[EB/OL].(2017-01-17)[2025-08-25].http://www.paper.edu.cn/releasepaper/content/201701-216.点此复制

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