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vides a proper solution to this limitation. There are broadly three main categories of Vector Space Model: term-document, word-content and pairpattern matrices. The main aim of this paper is to discuss broadly the three main categories of VSM for semantic analysis of texts and make proper selection for automatic categorizing. The scenario taken up here is categorization of research papers for organizing a national or an international conference based on the proposed methodology. Computers dodoi:10.5815/ijmecs.2012.04.05 fatcat:fdz5aaywhrdzti53jf6sqssxla