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Systems, methods, and computer program products to rank and explain dimensions associated with exceptions in multidimensional data

机译:用于对多维数据中与异常相关的维度进行排名和解释的系统,方法和计算机程序产品

摘要

Systems, methods, and computer products that rank and explain dimensions associated with exceptions in multidimensional data. The present invention assists the data analyst by providing a simplified view of the multidimensional data that enables analysis of the important results of data exception exploration. Further, the preferred embodiment of the present invention incorporates the effect of weighting factors associated with the importance of the data along with an analysis of the numerical contribution from each dimension. The weighting factors may be based on data mining results or may be obtained from the user. This enables data analysts to obtain information about the value of the data that is presented.
机译:对多维数据中与异常相关的维度进行排名和说明的系统,方法和计算机产品。本发明通过提供多维数据的简化视图来帮助数据分析者,该简化视图使得能够分析数据异常探索的重要结果。此外,本发明的优选实施例结合了与数据的重要性相关联的加权因子的效果,以及来自每个维度的数值贡献的分析。加权因子可以基于数据挖掘结果或可以从用户获得。这使数据分析人员可以获得有关所提供数据价值的信息。

著录项

  • 公开/公告号US6714940B2

    专利类型

  • 公开/公告日2004-03-30

    原文格式PDF

  • 申请/专利权人 INTERNATIONAL BUSINESS MACHINES CORPORATION;

    申请/专利号US20010998960

  • 发明设计人 BHOOSHAN P. KELKAR;

    申请日2001-11-15

  • 分类号G06F173/00;

  • 国家 US

  • 入库时间 2022-08-21 23:13:04

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