A New Association Rule-based Text Categorization Technique Using Discriminative Bigrams

Abstract

With the rapid growth of online information, text categorization has become one of the key techniques for handling and organizing text data. Text categorization. techniques are used to classify news stories, to find interesting information on the web pages, and to guide a user's search through hypertext. Since building text classifiers by hand is difficult and time-consuming, the classifiers are built using learning from examples.