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An effective Malayalam information retrieval system using query expansion

Authors :
P. C. Reghu Raj
C. Sreejith
O. K. Reshma
Source :
2013 International Conference on Control Communication and Computing (ICCC).
Publication Year :
2013
Publisher :
IEEE, 2013.

Abstract

Malayalam, a classical language in India, is spoken by over 40 million people. This paper proposes an effective information retrieval system for Malayalam, which retrieve Malayalam documents relevant to the user's information need. The proposed system improves effectiveness by considering synonyms and negations of the terms specified in the query. Though the evaluation of the system is performed over a small corpus, the results are promising. The proposed system is thus relevant for various natural language processing tasks in an highly agglutinative language like Malayalam.

Details

Database :
OpenAIRE
Journal :
2013 International Conference on Control Communication and Computing (ICCC)
Accession number :
edsair.doi...........e800a5b4a3ab41f97f13d1609e356ffb
Full Text :
https://doi.org/10.1109/iccc.2013.6731662