发明授权
US5983222A Method and apparatus for computing association rules for data mining in
large database
失效
用于计算大数据库中数据挖掘的关联规则的方法和装置
- 专利标题: Method and apparatus for computing association rules for data mining in large database
- 专利标题(中): 用于计算大数据库中数据挖掘的关联规则的方法和装置
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申请号: US738666申请日: 1996-10-25
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公开(公告)号: US5983222A公开(公告)日: 1999-11-09
- 发明人: Yasuhiko Morimoto , Takeshi Fukuda , Shinichi Morishida , Takeshi Tokuyama
- 申请人: Yasuhiko Morimoto , Takeshi Fukuda , Shinichi Morishida , Takeshi Tokuyama
- 申请人地址: NY Armonk
- 专利权人: International Business Machines Corporation
- 当前专利权人: International Business Machines Corporation
- 当前专利权人地址: NY Armonk
- 优先权: JPX7-285416 19951101
- 主分类号: G06F17/30
- IPC分类号: G06F17/30
摘要:
A method is disclosed for computing an association rule in a database having numerical attributes and 0-1 attributes. First, a numerical attribute is divided into a plurality of intervals (or buckets), and each data set is placed into a single bucket according to the value of the numerical attribute. The number of data sets in each bucket and the number of data sets with a 0-1 attribute being 1 are counted. Second, the starting bucket of an interval to be detected is to be detected. Third, the terminating bucket corresponding to the starting bucket is detected. That is, the largest interval with a confidence equal to or larger than a predetermined value. Fourth, one of the detected pairs of starting and terminating buckets which includes the largest number of customers is the answer to this question. Finally, the required data attributes of data included in this interval is subsequently retrieved.
公开/授权文献
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