A Novel Metric for Measuring Similarity for Document Clustering

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Provided by: IJCTT-International Journal of Computer Trends and Technology
Topic: Data Management
Format: PDF
Clustering is one of the data mining techniques which have important utility in real time applications. Cluster is a group of objects with highest similarity. The clustering results can be used further in many applications including query processing. Clustering can also be used in text mining. The existing clustering algorithms in this domain use single viewpoint to find the similarity between object. However, the singe view point similarity measure cannot have highly informative assessment of similarity.
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