基于Hadoop的城市一卡通数据分析的研究与应用

Research and Application of City Smart Card Data Analysis Based on Hadoop

城市一卡通系统在运营期间积聚了大量的公共设施数据,包括客户数据、消费数据以及其他相关数据。本文基于Hadoop分布式计算平台,对这些数据进行多角度、深层次的数据挖掘与分析,以期为城市人口统计、城市的整体规划、国家的经济政策调整等提供有力的数据依据。

Abstract：City smart card system during operating has accumulated a lot of data concerning public facilities, includ- ing customer data and consuming data, among others. We deal these data with deep data mining and analysis based on Hadoop distributed computing platform, which will provide powerful data basis for urban eensus, urban overall planning and national economic policy adjustments, etc.