UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
Call for Paper
Volume 10 | Issue 2 | February 2023

JETIREXPLORE- Search Thousands of research papers



WhatsApp Contact
Click Here

Published in:

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

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

7.95 impact factor calculated by Google scholar

Unique Identifier

Published Paper ID:
JETIR1507041


Registration ID:
150752

Page Number

3219-3223

Share This Article


Jetir RMS

Title

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

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), ISSN:2349-5162, Vol.2, Issue 7, page no.3219-3223, July-2015, Available :http://www.jetir.org/papers/JETIR1507041.pdf

ISSN


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

"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
Country: Trichirapalli, Tamilnadu, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


Preview This Article


Downlaod

Click here for Article Preview

Download PDF

Downloads

0003012

Print This Page

Current Call For Paper

Jetir RMS