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Term weighting schemes experiment based on SVD for Malay text retrieval.


Citation

Samat, Nordianah and Azmi Murad, Masrah Azrifah and Abdullah, Muhamad Taufik and Atan, Rodziah (2008) Term weighting schemes experiment based on SVD for Malay text retrieval. International Journal of Computer Science and Network Security, 8 (10). pp. 357-361. ISSN 1738-7906

Abstract

Summary The goal in information retrieval is to locate relevant documents in response to a user's query at the same time retrieving as few as possible of the irrelevant documents. One possible approach to this problem is to use the Singular Value Decomposition (SVD) which models documents and queries as vectors in reduced space. The components of the vector are determined by the term weighting scheme, a function of the frequencies of the terms in the document or query. In this paper, we discuss term weighting schemes and the results from experiment on Malay text retrieval using a set of Malay document collection.


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Official URL: http://ijcsns.org/

Additional Metadata

Item Type: Article
Divisions: Faculty of Computer Science and Information Technology
Publisher: International Journal of Computer Science and Network Security (IJCSNS)
Keywords: Singular value decomposition; Term weighting; Malay documents.
Depositing User: Nida Hidayati Ghazali
Date Deposited: 11 Feb 2014 08:52
Last Modified: 11 Feb 2014 08:52
URI: http://psasir.upm.edu.my/id/eprint/16989
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