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大数据分析流程框架的研究
引用本文:金宗泽,冯亚丽,文必龙,杨正男,张希. 大数据分析流程框架的研究[J]. 计算机技术与发展, 2014, 0(8): 117-120
作者姓名:金宗泽  冯亚丽  文必龙  杨正男  张希
作者单位:东北石油大学计算机与信息技术学院,黑龙江大庆163318
基金项目:国家科技重大专项(2011ZX05023-005-012)
摘    要:随着信息技术的不断创新,信息量的不断扩大,大数据已经成为了与日常生活息息相关的话题。挖掘大数据的价值已经炙手可热,如何能够更高效、更快速地分析大数据已经成为大数据发展的重要挑战之一。近年来,学术界与工业界就大数据的分析进行了研究,取得了一些研究成果,但针对大数据分析的研究还是非常有限。文中首先从传统数据仓库与大数据时代数据仓库作了对比,引入了大数据的分析流程框架,对分析流程框架的各个部分做了一一阐述,并通过实验验证分析了流程框架的可行性。

关 键 词:大数据  大数据分析  数据仓库  分析流程框架

Research on Framework of Big Data Analytic Process
JIN Zong-ze,FENG Ya-li,WEN Bi-long,YANG Zheng-nan,ZHANG Xi. Research on Framework of Big Data Analytic Process[J]. Computer Technology and Development, 2014, 0(8): 117-120
Authors:JIN Zong-ze  FENG Ya-li  WEN Bi-long  YANG Zheng-nan  ZHANG Xi
Affiliation:( College of Computer and Information Technology, Northeast Petroleum University, Daqing 163318 ,China)
Abstract:With the innovation of information technology,expanding the amount of information,big data has become a topic of everyday lives. Mining the value of big data has been important,and how to analyze big data,more efficiently and more quickly,has become one of the vital challenges of big data development. In recent years,academia and industry on the analysis of big data study,have gained some achievements,but the research for big data analysis is still very limited. In this paper,firstly make a comparison for the traditional data warehouse and data warehouse of big data era,and introduce the framework of big data analytic process. Show the whole parts of the framework in detail,and through doing an experiment to test feasibility of the framework.
Keywords:big data  big data analysis  data warehouse  framework of analytic process
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