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Apriori algorithm is the most popular algorithm in association rules mining. One of the problems the Apriori algorithm is that the user must specify a minimum support threshold. Consider that a user wants to implement the Apriori algorithm on a database with millions of transactions; Users will not have the necessary knowledge about all the transactions in the database and therefore cannot determine an appropriate threshold. The aim of this paper is improved the Apriori algorithm todoi:10.22059/jitm.2015.53863 doaj:0fd01f77f69e412aa34c297ceed3bd20 fatcat:wpbwdzbhnjegnhrtu4s2nrmcqa