UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 3 Issue 4
May-2016
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1604058


Registration ID:
160149

Page Number

305-309

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Title

A step towards Interactive Document Clustering

Abstract

Document clustering has been implemented in innovative ways but has till date refrained from making better use of data and information which can be extracted from the World Wide Web. Most research is dependent on static databases like the well investigated Reuters-21578 news corpus for news articles categorization analysis. This paper presents the use of a dynamic news database which is obtained by using a web crawler and this database is updated daily. On the fly clustering is performed and categories are given as input by the user. To reduce the volume of text being analyzed and avoid misleading results preprocessing techniques has been used. To understand the context of the articles and categorize them further TF-IDF has been performed in this experiment.

Key Words

Document clustering, Dynamic database, Preprocessing, TF-IDF

Cite This Article

"A step towards Interactive Document Clustering", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.3, Issue 4, page no.305-309, May-2016, Available :http://www.jetir.org/papers/JETIR1604058.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A step towards Interactive Document Clustering", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.3, Issue 4, page no. pp305-309, May-2016, Available at : http://www.jetir.org/papers/JETIR1604058.pdf

Publication Details

Published Paper ID: JETIR1604058
Registration ID: 160149
Published In: Volume 3 | Issue 4 | Year May-2016
DOI (Digital Object Identifier):
Page No: 305-309
Country: Pune, Maharashtra, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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