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Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 5, May 2014
Pattern Discovery Techniques for the Text Mining and its Applications
Minakshi R. Shinde [2] | 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
Similar Articles with Keyword 'Text mining'
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Research Paper, Computer Science & Engineering, India, Volume 12 Issue 2, February 2023
Pages: 916 - 919Sentiment Analysis: A Case Study for Apparel Brands - FABINDIA v/s BIBA
Syed Aqsa Ahmed
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Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2205 - 2207A Survey of Generating Multi-Document Summarizations
Patil Ajita S. | P. M. Mane [4]