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《Journal of Computer Research and Development》 2013-06
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An Important Aspect of Big Data:Data Usability

Li Jianzhong and Liu Xianmin (School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001)  
With the rapid development of information technology, especially the great progresses of Internet, cyber physical system, Internet of things, cloud computing and social network, big data becomes ubiquitous. Big data brings not only great benefits but also crucial challenges. Improving the data usability is one of the most significant challenges. Dirty data accompanies the tremendous increase of data volume, degrades the data quality and data usability, and brings serious harm to the information societies. Fortunately, there has been widespread concern about the data usability in both industrial and academic communities, and the recent research efforts on data usability have yielded some impressive results. However, there are only few works focusing on the usability of big data. In this paper, the concepts of big data usability are introduced first, and then the challenges and research problems of the big data usability are discussed. Finally, the works related to the data usability are surveyed.
【Fund】: 国家“九七三”重点基础研究发展计划基金项目(2012CB316200);; 国家自然科学基金重点项目(61033015)
【CateGory Index】: TP311.13
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【Co-citations】
Chinese Journal Full-text Database 7 Hits
1 ZHANG Yu-fanga, HUANG Taoa, AI Dong-meia, XIONG Zhong-yanga, TANG Rong-junb (a.College of Computer Science; b. Center of Information and Network, Chongqing University, Chongqing 400044, P.R. China);Markov Logic Networks with its application in De-duplication[J];Journal of Chongqing University;2010-08
2 Chen Rong1,Yan Jiangang1,Ji Lichao2(1.Dept.of Command,Naval Aeronautic & Astronautical University,Yantai 264001,China; 2.Military Representative Bureau of Navy Equipment Department in Chongqing Area,Chongqing 400232,China);Air Formation Coordinated Operation Against Ground Based on Bellman-Ford Algorithm[J];Ordnance Industry Automation;2012-09
3 Pang Xiongwen1 Yao Zhanlin2 Li Yongjun2(1 Computer School,South China Normal University,Guangzhou 510300,China;2 College ofComputer Engineering and Science,South China University of Technology,Guangzhou 510640,China);Efficient duplicate records detection method for massive data[J];Journal of Huazhong University of Science and Technology(Nature Science Edition);2010-02
4 LIU Yongnan+,WANG Hongzhi,GAO Hong School of Computer Science and Technology,Harbin Institute of Technology,Harbin 150001,China;Entity Resolution Method Based on Wave of Strings Using MapReduce[J];Journal of Frontiers of Computer Science & Technology;2011-08
5 ZHANG Yan YANG Long WANG Hong-Zhi(School of Computer Science and Technology,Harbin Institute of Technology,Harbin 150001);Similarity Join Size Estimation with Threshold for Dirty Database[J];Chinese Journal of Computers;2012-10
6 Shen Yuping Zhao Xishun (Institute of Logic and Cognition Sun Yat-sen University Guangzhou,510275 Guangzhou PRC);INTEGRATING NONMONOTONIC AND TEMPORAL CONSTRAINT REASONING[J];Journal of Nanjing University(Mathematical Biquarterly);2007-02
7 BAI Xiaoying1,WANG Ming1,LU Hao2,Tsai Wei-Tek3(1.Department of Computer Science and Technology, Tsinghua University,Beijing 100084,China; 2.Nanjing Army Command College,Nanjing 210045,China; 3.School of Computing,Informatics,and Decision Systems Engineering,Arizona State University,Tempe,AZ 85287,USA);Verifying timing constraints in real-time systems[J];Journal of Tsinghua University(Science and Technology);2012-09
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