One of the keys to data mining is efficiency, which is influenced mainly by the efficiency of pattern match. Toward that point, an efficient algorithm for pattern match being fit for mining association rules was presented in this chapter. It was approached through the alphabetization of the match objects, and used a fast lookup algorithm to advance the efficiency of match. Some key questions were analyzed and proved clearly in the chapter.