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基于幂集的关联规则挖掘算法研究
Research on Association Rules Mining Algorithm Based on Power Set
【摘要】 首次提出了利用幂集作为挖掘关联规则的工具,给出了基于幂集的关联规则挖掘算法。该算法有效解决了传统算法中需对数据库多次扫描的不足,实现了对数据库一次扫描就可挖掘出所有频繁集的功能。
【Abstract】 This paper firstly presents a power set-based association rules mining algorithm which uses pow er set as an association rules mining tool.This algorithm effectively solves th e problem that traditional algorithm needs to access database many time s in ord er to mining all the frequent itemsets and implement s the function that all th e frequent itemsets can be minded by scanning the database for only one time.
- 【文献出处】 计算机工程与应用 ,Computer Engineering and Applications , 编辑部邮箱 ,2004年01期
- 【分类号】TP311.13
- 【被引频次】27
- 【下载频次】113