Abstract:Data mining is recognized as an efficient method for solving Data_Explosion and Data Rich and Information Poor. Mining association rules is one of the important aspects of data mining. The mining algorithm AR_SET for multiple_level association rules is given in this paper. The algorithm calculates the frequent itemsets by set operation——Union and Disjoin, and speeds up the mining. The experiments show that AR_SET is efficient. Also, some variants of AR_SET are discussed.