PERCEPTION DETERMINED CONSTRUCTING ALGORITHM FOR DOCUMENT CLUSTERING

Ms Mageswari, Mrs Shoba, Head
International Research Journal of Engineering and Technology (IRJET)   unpublished
In the age of increasing information availability, many techniques, such as document clustering, Web search result clustering and information visualization, have been developed to ease understanding of information for users. Organizing Web search results into clusters ease users' quick browsing through search results. However, most of Traditional clustering techniques do not help users directly understand key concepts and their semantic relationships in document corpora, which are critical for
more » ... h are critical for capturing their conceptual structures. These clustering techniques are least adequate as they don't suggest clusters with highly readable names. Therefore, we present a novel approach called 'Se-mantic Lingo' to identify the key concepts and automatically generate ontology based on these concepts for conceptualization of document.
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