Survey on Hierarchical Document Clustering Techniques Fihc & F2 Ihc

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Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
Clustering is a process of partitioning a set of data (or objects) into a set of meaningful subclasses called clusters. Hierarchical document clustering organizes clusters into a tree or a hierarchy that facilitates browsing. Document clustering algorithms are important in organizing documents generated from streaming on-line sources, such as, Newswire and Blogs. However, this is a relatively unexplored area in the text document clustering literature. In order to browse and organize documents smoothly, hierarchical clustering techniques have been proposed to cluster a collection of documents into a hierarchical tree structure. Despite that, there still exist several challenges for hierarchical document clustering, such as high dimensionality, scalability, and accuracy.
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