Clustering of Documents using Particle Swarm Optimization and Semantics Information

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Provided by: Creative Commons
Topic: Big Data
Format: PDF
With the ever increasing volume of information, document clustering is used for automatic document organization so as to yield relevant information in an expeditious manner. Document clustering is an automatic grouping of text documents into clusters so that documents within a cluster have similar concepts. Representation of document is a very important step in any Information Retrieval (IR) system. In traditional document representation methods, the feature vector representing the document is constructed from the frequency count of document terms.
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