International Journal on Computer Science and Technology (IJCST)
The main task of clustering technique in data mining and text mining is to analyze datasets by dividing it into meaningful groups. Certain relationship exists between the objects in the dataset. The similarity between the data objects can be described either explicitly or implicitly. In the existing algorithm the similarity and dissimilarity between the objects is measured using single view point, which is the origin. The drawback is that the clusters can't exhibit the entire set of relationships among objects.