Effective Pattern Discovery for Text Mining
#1

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 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. Substantial experiments on RCV1 data collection and TREC topics demonstrate that the proposed solution achieves encouraging performance.



projects9.com
Phone : +91-9618855666
+91-8008855666
Email : projects[at]projects9.com
Reply

Important Note..!

If you are not satisfied with above reply ,..Please

ASK HERE

So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page
Popular Searches: seminar report on pattern discovery in data mining, pattern discovery in text mining, effective pattern discovery for text mining arichitecture, data flow diagram for effective pattern discovery, seminar topic for pattern discovery, effective pattern discovery for text mining data flowdiagram**istance directive, effective pattern discovery for text mining documentation reports,

[-]
Quick Reply
Message
Type your reply to this message here.

Image Verification
Please enter the text contained within the image into the text box below it. This process is used to prevent automated spam bots.
Image Verification
(case insensitive)

Possibly Related Threads...
Thread Author Replies Views Last Post
  An Efficient Algorithm for Mining Frequent Patterns full report project topics 3 4,714 01-10-2016, 10:02 AM
Last Post: Guest
  Privacy Preservation in Data Mining sajidpk123 3 2,930 13-11-2014, 10:48 PM
Last Post: jaseela123d
  projects on data mining? shakir_ali 2 2,026 05-11-2014, 09:30 PM
Last Post: jaseela123d
  data mining full report project report tiger 25 171,040 07-10-2014, 09:10 PM
Last Post: ToPWA
  A Web Usage Mining Framework for Mining Evolving User Profiles in Dynamic Web Site project topics 1 2,325 13-12-2012, 12:22 PM
Last Post: Guest
  DATA MINING AND WAREHOUSE smart paper boy 1 1,637 10-11-2012, 12:44 PM
Last Post: seminar details
  Java based Data Mining Project Ideas electronics seminars 1 4,025 10-03-2012, 03:21 PM
Last Post: seminar paper
  HARDWARE ENHANCED ASSOCIATION RULE MINING WITH HASHING AND PIPELINING - KNOWLEDGE AND electronics seminars 3 3,882 20-02-2012, 04:33 PM
Last Post: seminar paper
  data mining project ideas computer science topics 6 18,831 14-02-2012, 10:44 AM
Last Post: seminar paper
  data mining projects idea project topics 1 1,283 14-02-2012, 10:44 AM
Last Post: seminar paper

Forum Jump: