Volume 7 Issue 2 - July 2016

  • 1. Pattern deploy method for knowledge extraction from text document.

    Authors : Dhanashri Kulkarni, Shrenik Patil, Tanveer Bagban

    Pages : 560-564

    DOI : http://dx.doi.org/10.21172/1.72.586

    Keywords : Text mining text classificationpattern mining pattern evolvinginformation filtering

    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. Proposed work presents 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.

    Citing this Journal Article :

    Dhanashri Kulkarni, Shrenik Patil, Tanveer Bagban, "Pattern deploy method for knowledge extraction from text document.", https://www.ijltet.org/journal_details.php?id=906&j_id=3293, Volume 7 Issue 2 - July 2016, 560-564, #ijltetorg