ISSN: 2349-5162

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Published in:

Volume 2 Issue 7
July-2015
eISSN: 2349-5162

Unique Identifier

JETIR1507041

Page Number

3219-3223

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Title

An Increasing Efficiency of Pre-processing using APOST Stemmer Algorithm for Information Retrieval

ISSN

2349-5162

Cite This Article

"An Increasing Efficiency of Pre-processing using APOST Stemmer Algorithm for Information Retrieval", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.2, Issue 7, page no.3219-3223, July-2015, Available :http://www.jetir.org/papers/JETIR1507041.pdf

Abstract

Inthe recent years, Text mining is an emerging research topic in Data Mining. Stemming is to find stem of particular word. Stemming technique is used to reduce words length to their origin form, by removing derivational and inflectional affixes. In this paper, we are proposed APOST (Advanced POrterSTemming) algorithm for improving the efficiency of pre-processing in text mining. The APOST algorithm is enhanced version of porter stemmer. The APOST algorithm performance is compared with several algorithms. The APOST algorithm is consuming less time and memory space. Also, APOST is providing more accuracy and less error rate.

Key Words

Text Mining, Pre-processing, Stemming Techniques, APOST Algorithm, Porter Stemming, Lovins Stemmer.

Cite This Article

"An Increasing Efficiency of Pre-processing using APOST Stemmer Algorithm for Information Retrieval", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3219-3223, July-2015, Available at : http://www.jetir.org/papers/JETIR1507041.pdf

Publication Details

Published Paper ID: JETIR1507041
Registration ID: 150752
Published In: Volume 2 | Issue 7 | Year July-2015
DOI (Digital Object Identifier):
Page No: 3219-3223
ISSN Number: 2349-5162

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Cite This Article

"An Increasing Efficiency of Pre-processing using APOST Stemmer Algorithm for Information Retrieval", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.2, Issue 7, page no. pp3219-3223, July-2015, Available at : http://www.jetir.org/papers/JETIR1507041.pdf




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