DocumentCode :
3181266
Title :
An effective Malayalam information retrieval system using query expansion
Author :
Reshma, O.K. ; Sreejith, C. ; Raj, P. C. Reghu
Author_Institution :
Dept. of Comput. Sci. & Eng., Gov. Eng. Coll., Palakkad, India
fYear :
2013
fDate :
13-15 Dec. 2013
Firstpage :
265
Lastpage :
270
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.
Keywords :
document handling; natural language processing; query processing; India; Malayalam document retrieval; Malayalam language information retrieval system; agglutinative language; natural language processing tasks; query expansion; term negations; term synonyms; user information need; Correlation; Indexes; Semantics; Syntactics; Tagging; Vectors; Malayalam; Monolingual Information Retrieval; Query Expansion; Synonym Mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Communication and Computing (ICCC), 2013 International Conference on
Conference_Location :
Thiruvananthapuram
Print_ISBN :
978-1-4799-0573-7
Type :
conf
DOI :
10.1109/ICCC.2013.6731662
Filename :
6731662
Link To Document :
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