期刊文献+

基于业务规则的错误数据清理方法 被引量:11

The Cleaning Method of Incorrectness Data Based on Business Rule
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摘要 针对数据源中出现的错误数据,分析了业务规则在错误数据清理中的重要作用,提出了一种基于业务规则的错误数据检测方法,并研究了如何采用业务规则来检测这些错误数据。最后,以一个实例介绍了该方法的应用。 Aiming at incorrectness data appeared in data source,the importance of business rule in data cleaning is analyzed,and an incorrectness data cleaning method based on business rule is proposed.Then,how to use business rule to detect business rule of data source is studied.Finally,the application of this method is introduced by an instance.
出处 《计算机工程与应用》 CSCD 北大核心 2005年第14期172-174,共3页 Computer Engineering and Applications
基金 国家自然科学基金项目(编号:70371015)资助
关键词 数据挖掘 数据清理 错误数据 业务规则 data mining,data cleaning,incorrectness data,business rule
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参考文献4

  • 1陈伟,丁秋林.数据清理中编辑距离的应用及Java编程实现[J].电脑与信息技术,2003,11(6):33-35. 被引量:9
  • 2Rahm E ,Do H H.Data Cleaning:Problems and Current Approaches [J].IEEE Data Engineer Bulletin,2000;23(4):3~13.
  • 3Batista G E A P A,Monard M C.An analysis of four missing data treatment methods for supervised learning [J].Applied Artificial Intelligence, 2003; 17 (5-6): 519~533.
  • 4Grzymala-Busse J W,Hu M.A comparison of several approaches to missing attribute values in data mining[C].In:Ziarko W,Yao Y eds.Proceedings of the Second International Conference on Rough Sets and Current Trends in Computing,Banff:Springer-Verlag Heidelberg,2000: 378~385.

二级参考文献4

  • 1Rahm E, Do H H. Data Cleaning: Problems and Current Approaches [J] .IEEE Data Engineer Bulletin,2000,23(4) :3 - 13.
  • 2Monge A E. Matching Algorithms within a Duplicate Detection System[J]. IEEE Data Engineer Bulletin,2000,23(4): 14 - 20.
  • 3Bunke H, Jiang X Y, Abegglen K, et al. On the Weighted Mean of a Pair of Strings [J]. Pattern Analysis & Applications,2002,5(5) : 23 - 30.
  • 4陈伟,丁秋林.具有数据清理功能的交互式数据迁移及应用[J].吉林大学学报(信息科学版),2004,22(2):148-153. 被引量:11

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引证文献11

二级引证文献66

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