Discovering Efficient Patterns for Text Mining Approach: A Survey
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 6, June 2015

Discovering Efficient Patterns for Text Mining Approach: A Survey

Priyanka R. Magar, C. S. Biradar

Text mining is technique which extracts interesting knowledge in various text documents. Approximately 90 % world-s data is held in unstructured formats. In order to get useful information from this data there is great need for mining techniques. There are many techniques for mining the useful patterns from text documents, such as frequent itemset mining, closed pattern mining etc. Most of the existing text mining techniques are built on term based approach, but it faces problems of synonymy and polysemy. Pattern based approach also not produce much efficient result. In this survey paper, we focused on developing efficient mining algorithm for discovering patterns from text collections and search for useful and interesting patterns by using pattern deploying and pattern evolving.

Keywords: Sequential pattern mining, Text mining, Pattern evolving, Pattern deploying

Edition: Volume 4 Issue 6, June 2015

Pages: 706 - 708

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How to Cite this Article?

Priyanka R. Magar, C. S. Biradar, "Discovering Efficient Patterns for Text Mining Approach: A Survey", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155445, Volume 4 Issue 6, June 2015, 706 - 708

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