A Technique to Choose the Proper Vector Space Models of Semantics in Case of Automatic Text Categorization

Sukanya Ray, Nidhi Chandra
2012 International Journal of Modern Education and Computer Science  
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 do
more » ... gy. Computers do not understand human language and this makes it difficult when human wants the computer to do some specific task like categorization according to human need. Vector Space Model (VSM) for semantic analysis of texts and make proper selection of one of the three main categories for automatic categorizing of research papers for organizing a national or an international conference based on the proposed methodology. Index Terms-Vector Space Model, Term Document, Word Content, Pair Pattern Sukanya Ray is currently pursuing M.Tech in
doi:10.5815/ijmecs.2012.04.05 fatcat:fdz5aaywhrdzti53jf6sqssxla