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Different ways of entering data into databases result in duplicate recordsthat cause increasing of databases' size. This is a fact that we cannot ignoreit easily. There are several methods that are used for this purpose. In thispaper, we have tried to increase the accuracy of operations by using clustersimilarity instead of direct similarity of fields. So that clustering is doneon fields of database and according to accomplished clustering on fields,similarity degree of records is obtained. In this method by using presentinformation in database, more logical similarity is obtained for deficientinformation that in general, the method of cluster similarity could improveoperations 24% compared with previous methods.

Proposing Cluster_Similarity Method in Order to Find as Much Better Similarities in Databases