Pattern Discovery Techniques for the Text Mining and its Applications

Minakshi R. Shinde, Parmeet C. Gill

Abstract: Many data mining techniques have been proposed for mining useful patterns in text documents. However; how to effectively use and update discovered patterns is still an open research issue; especially in the domain of text mining. Since most existing text mining methods adopted term-based approaches; they all suffer from the problems of polysemy and synonymy. Over the years; people have often held the hypothesis that pattern (or phrase) -based approaches should perform better than the term-based ones; but many experiments do not support this hypothesis. This paper include different an innovative and effective pattern discovery technique which includes the processes of pattern deploying and pattern evolving; to improve the effectiveness of using and updating discovered patterns for finding relevant and interesting information.

Keywords: Text mining, text classification, pattern mining, pattern evolving, data mining

How to Cite?: Minakshi R. Shinde, Parmeet C. Gill, "Pattern Discovery Techniques for the Text Mining and its Applications", Volume 3 Issue 5, May 2014, International Journal of Science and Research (IJSR), Pages: 1660-1664, https://www.ijsr.net/getabstract.php?paperid=21032228, DOI: https://dx.doi.org/10.21275/21032228