This paper analyzed the limitation of the single minimum support degree of association rule mining. We put forward the model of association rule mining based on multiple minimum support. Our work focus on the multiple minimum support MS -Apriori algorithm the basic idea and points out the advantages and disadvantages of the algorithm with practical examples. Our work found that the method of frequent itemsets, and finally points out the shortage of the algorithm and improved algorithm.