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An effective Malayalam information retrieval system using query expansion
- 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.
- Subjects :
- Agglutinative language
Information retrieval
Computer science
business.industry
Information needs
Query language
computer.software_genre
language.human_language
Classical language
Query expansion
Negation
Malayalam
language
Artificial intelligence
business
computer
Natural language processing
RDF query language
computer.programming_language
Subjects
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