• DocumentCode
    2458870
  • Title

    Context-sensitive semantic query expansion

  • Author

    Akrivas, Giorgos ; Wallace, Manolis ; Andreou, Giorgos ; Stamou, Giorgos ; Kollias, Stefanos

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Zografou, Greece
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    109
  • Lastpage
    114
  • Abstract
    Modern information retrieval systems match the terms included in a user´s query with available documents, through the use of an index. A fuzzy thesaurus is used to enrich the query with associated terms. In this work, we use semantic entities, rather than terms; this allows us to use knowledge stored in a semantic encyclopedia, specifically the ordering relations, in order to perform a semantic expansion of the query. The process of query expansion takes into account the query context, which is defined as a fuzzy set of semantic entities. Furthermore, we integrate our approach with the user´s profile.
  • Keywords
    encyclopaedias; fuzzy set theory; indexing; information retrieval systems; query formulation; thesauri; context-sensitive semantic query expansion; fuzzy set; fuzzy thesaurus; index; information retrieval systems; ordering relations; semantic encyclopedia; semantic entities; term matching; user profile; Databases; Encyclopedias; Fuzzy sets; Image retrieval; Information retrieval; Laboratories; Multimedia systems; Statistics; Thesauri;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence Systems, 2002. (ICAIS 2002). 2002 IEEE International Conference on
  • Print_ISBN
    0-7695-1733-1
  • Type

    conf

  • DOI
    10.1109/ICAIS.2002.1048064
  • Filename
    1048064