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›› 2004, Vol. 30 ›› Issue (19): 15-.

• 论文 • 上一篇    下一篇

具有利润约束的关联规则发现

宫雨,尹阿东,武森   

  1. 北京科技大学管理学院,北京科技大学管理学院,北京科技大学管理学院 北京 100083
  • 发布日期:2004-10-15

Discovery of Profit Constraint Association Rules

GONG Yu, YIN Adong, WU Sen   

  1. (School of Management, University of Science and Technology, Beijing 100083)
  • Published:2004-10-15

摘要: 关联规则发现是数据挖掘中的重要问题,有广泛的应用领域。然而,现有的关联规则发现算法是依据统计学上的显著性作为获取关联规则的条件。该文在关联规则发现中引入了利润约束,给出了具有利润约束的关联规则问题的性质,并根据该问题的性质给出了高效的求解算法。

关键词: 利润约束, 关联规则, 数据挖掘

Abstract: Discovery of association rules is an important task in data mining, which has been found very useful in many areas. However the existing associati algorithm discovery association rules only depend on the significance in statistics. This paper induces profit constraint in association rules mining, presents th association rules mining with profit constraint, and proposes an effective algorithm according to the character of the problem.

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