Volume : IV, Issue : VI, June - 2015

A Text Categorization Using Swarm Intelligence

Durga Bhavani Dasari, Dr. Venu Gopala Rao. K

Abstract :

 This paper presents an algorithm for the automatic grouping of PDF documents, and with potential application for Web document classification. The algorithm developed is based on an ant–clustering algorithm, which was inspired by the behaviour of some antspecies in the organization their nests. To apply the ant clustering algorithm for text document classification, two modifications had to be introduced in the standard algorithm: 1) the use of a metric to evaluate the similarity degree of text data, instead of numeric data; and 2) the proposal of a cooling schedule for a user–defined parameter so as to improve the convergence properties of the algorithm.

Keywords :

Article: Download PDF   DOI : 10.36106/ijsr  

Cite This Article:

DURGA BHAVANI DASARI, Dr. VENU GOPALA RAO.K A Text Categorization Using Swarm Intelligence International Journal of Scientific Research, Vol : 4, Issue : 6 June 2015

Number of Downloads : 966

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