In the current paper, we use an intelligent method for improved Apriori algorithm in order to extract frequent itemsets. PAA (proposed algorithm) is twofold. First, it not necessary take only one data item at each step. fact, all possible combinations of items could be generated Secondly, can scan some transactions instead scanning obtain itemset. For performance evaluation, conducted three exp...