• 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