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Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014 | Rating: 6.8 / 10
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
Edition: Volume 3 Issue 5, May 2014,
Pages: 1660 - 1664