Effective Pattern Discovery for Text Mining Using Pattern Based Approach

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Provided by: Creative Commons
Topic: Data Management
Format: PDF
In text documents, a significant number of data mining techniques have been proposed for mining useful patterns. But there are some questions; how to effectively use and update discovered patterns is still an open research issue in the area of text mining. Most of existing text mining methods uses term-based approaches but, still they all suffer from the problems of polysemy and synonymy. This paper focuses proposed system implements an effective pattern discovery technique which includes the process of pattern deploying and pattern evolving, to improve the effectiveness of using and updating discovered patterns for finding relevant and interesting information for text mining.
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