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通过对大数据特征及大数据在各领域发展近况的分析,认为大数据在发展过程中,大数据赋予预测未来的能力、带来巨大的变革和商机将成为各行业发展的新动力,以及在数据管理、数据分析、数据显示及数据安全方面大数据发展面临问题,提出大数据发展过程中可能面临的问题,同时对大数据的发展加以展望。
Abstract：After analysis of the development status of large data and its characteristics and applications,it is concluded that large data will become the new power of the development of the industry as large data has the ability to predict the future,to bring enormous change and opportunities in the process of its development.The problems in data management,data analysis,data displaying and data security of large data are discussed.The future prospect is also proposed.
[1]涂兰敬.专家观点:“大数据”与“海量数据”的区别[J].网络与信息,2011(12):37-38.
[2]李国杰,程学旗.大数据研究:未来科技及经济社会发展的重大战略领域——大数据的研究现状与科学思考[J].中国科学院院刊,2012(6):647-657.
[3]夏海元.面向Big Data的数据处理技术概述[J].数字技术与应用,2012(3):179-180.
[4]Stephen Kaisler,Frank Armour,J.Alberto Espinosa,William Money.Big Data:Issues and Challenges Moving Forward[C]//Proceedings of the 46th Annual Hawaii International Conference on System Sciences,HICSS 2013.Washington:IEEE Computer Society,2013:995-1004.
[5]于艳华,宋美娜.大数据[J].中兴通讯技术,2013,19(1):57-60.
[6]覃雄派,王会举,杜小勇,等.大数据分析:RDBMS与MapReduce的竞争与共生[J].软件学报,2012,23(1):32-45.
[7]孟小峰,慈祥.大数据管理:概念、技术与挑战[J].计算机研究与发展,2013,50(1):146-169.
[8]王珊,王会举,覃雄派,等.架构大数据:挑战、现状与展望[J].计算机学报,2011,34(10):1741-1752.
[9]Chapman A,Allen M D,Blaustein B.It’s About the Data:Provenance as a Tool for Assessing Data Fitness[C]//Proc of the 4th USENIX Workshop on the Theory and Practice of Provenance.Berkeley,CA:USENIX Association,2012:8.
[10]Kira Radinsky,Eric Horvitz.Mining the Web to Predict Future Events[C]//Proceedings of the 6th ACM International Conference on Web Search and Data Mining,WSDM 2013:New York:Association for Computing Machinery,2013:255-264.
[11]Manyika J,Chui M,Brown B,et al.Big data:The next frontier for innovation,competition,and productivity[R/OL].[2013-04-28].http://www.mckinsey.com/Insights/MGI/Research/Technology_and_Innovation/Big_data_The_next_frontier_for_innovation.
[12]满相忠,李娅.个性化定制模式的发展趋势[J].企业改革与管理,2007(2):24-25.
基本信息:
DOI：10.13682/j.issn.2095-6533.2013.05.022
中图分类号:TP311.13
引用信息:
[1]李芬,朱志祥,刘盛辉.大数据发展现状及面临的问题[J].西安邮电大学学报,2013,18(05):100-103.DOI:10.13682/j.issn.2095-6533.2013.05.022.
基金信息:
工业和信息化部通信软科学基金资助项目(2013-R-43)