A text categorization based on summarization technique

Abstract

We propose a new approach to text categorization based upon the ideas of summarization. It combines word-based frequency and position method to get categorization knowledge from the title field only. Experimental results indicate that summarization-based categorization can achieve acceptable performance on Reuters news corpus.