|International Journal of Computer Applications
|Foundation of Computer Science (FCS), NY, USA
|Volume 86 - Number 6
|Year of Publication: 2014
|Authors: Mallareddy Uday Kiran, R Ravikanth
Mallareddy Uday Kiran, R Ravikanth . Classification of Documents using Effective Pattern Taxonomy. International Journal of Computer Applications. 86, 6 ( January 2014), 19-23. DOI=10.5120/14989-2566
Text mining is a technique helps users in extracting useful information from large amount of database available digitally on web or text data. Pattern Taxonomy based model containing sequential pattern used to perform the task. EPT (Effective Pattern Taxonomy) method helps in extracting useful patterns in the text documents by classifying them in Positive and Negative documents. Pattern-based method outperforms keyword based methods. Pattern based method is best way to eliminate meaningless as well as closed sequential patterns thus saving computational time and increases effectiveness of the system.