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Using Stemming Algorithms on a Grid Environment.

Authors :
Roncero, Valeriana G.
Costa, Myrian C. A.
Ebecken, Nelson F. F.
Source :
High Performance Computing for Computational Science - Vecpar 2008; 2008, p588-593, 6p
Publication Year :
2008

Abstract

Stemming algorithms are commonly used in Information Retrieval with the goal of reducing the number of the words which are in the same morpho-logical variant in a common representation. Stemming analysis is one of the tasks of the pre-processing phase on text mining that consumes a lot of time. This study proposes a model of distributed stemming analysis on a grid environment to reduce the stemming processing time; this speeds up the text preparation. This model can be integrated into grid-based text mining tool, helping to improve the overall performance of the text mining process. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540928584
Database :
Complementary Index
Journal :
High Performance Computing for Computational Science - Vecpar 2008
Publication Type :
Book
Accession number :
76832630
Full Text :
https://doi.org/10.1007/978-3-540-92859-1_52