Abstract: This paper proposes a new text clustering algorithm called R-means which integrates k-means with association rule （or frequent itemset）. R-means exploits association rules as means of clusters and refines clusters by an iterative procedure which is simila

Key words: Association rules, Frequent itemset, Means of clusters, Associative text clustering