关键词: 半空间, 遗传算法, 关联规则, 数据挖掘

Abstract: This paper has proposed a fast algorithm for mining association rules based on half-spaces and GA. Most traditional algorithms are constrained by many aspects of practice, such as data type, real-life significance and so on, which probably constrain the capacity of knowledge acquisition seriously. By contraries, the algorithm proposed could get rid of the constraints. Moreover, besides supplying some interesting rules to user, it also does well in mining for large data set.

Key words: half-spaces, GA, association rules, data mining