IJSTE

CALL FOR PAPERS : Sep 2017

Submission Last Date
25-Sep--17
Submit Manuscript Online

FOR AUTHORS

FOR REVIEWERS

ARCHIEVES

DOWNLOADS

Open Access



CopyScape
Creative Commons License

An Innovative Model for Relevance Feature Discovery for Text Mining


Author(s):

Suvarna Jadhav , Late G.N.Sapkal College of Engg. Nashik,India; Ms. Suvarna Jadhav, Late G.N.Sapkal College of Engg. Nashik,India; Prof. N. R. Wankhade, Late G.N.Sapkal College of Engg. Nashik,India

Keywords:

Text Mining, Text Features Extraction, Text Classification, Weight Calculation, Noise Removal

Abstract:

Many methods are used for discovery of relevance features but in all previous process suffered from some advantages and disadvantages. Describing user preferences is a big challenge to guarantee the quality of discovered relevance features in text documents, because of large scale terms and data patterns. Term-based approaches, most existing popular text mining and classification methods have adopted. They have all suffered from the problems of polysemy and synonymy. Yet, how to effectively use large scale patterns remains a major problem in text mining, over the years, It is assumed t that pattern-based methods should perform better than term-based ones. This paper presents an innovative model for relevance feature discovery. Higher level features are deployed over low-level features (terms), it discovers both positive and negative patterns in text documents. On their specificity and their distributions in patterns, it also classifies terms into categories and updates term weights.


Other Details:

Manuscript Id :IJSTEV3I6126
Published in :Volume : 3, Issue : 6
Publication Date: 01/01/2017
Page(s): 169-172
Download Article

IMPACT FACTOR

3.905

NEWS & UPDATES

Submit Article

Dear Authors, You can submit your article to our journal at the following link: http://www.ijste.org/Submit

Impact Factor

The Impact Factor of our Journal is 4.753 (Year - 2016)
3.905 (Year - 2015) 2.895(Year -2014)

Click Here

Submit Payment Online

Dear Authors, Now you can submit the payment receipt to our journal online at the following link: index.php?p=Payment

IC Value

ThVe IC Value of our journal is 62.78
Click Here

GLOBAL INDEXING



















Computer Science Directory. We are listed under Computer Research Institutes category

Share on Social media

Home | Privacy Policy | Terms & Conditions | Refund Policy | Feedback | Contact Us
Copyright © 2014 ijste.org All rights reserved