• DocumentCode
    2133223
  • Title

    Document retrieval by word meanings

  • Author

    Oh´uchi, H. ; Miura, Takao ; Shioya, Isamu

  • Author_Institution
    Dept. of Elect. & Elect. Engr., Hosei Univ., Tokyo, Japan
  • Volume
    2
  • fYear
    2003
  • fDate
    28-30 Aug. 2003
  • Firstpage
    804
  • Abstract
    In this investigation, we propose to retrieve documents taking polysemous words into consideration. Compared to conventional technique such as index by term, the new technique provides us with querying by word meanings rather than word forms. Although we need the more complexity, we can reduce dimensionality by means of LSI method. We show some experimental results and discuss the validity of the technique proposed.
  • Keywords
    indexing; information retrieval; dimensionality reduction; document retrieval; latent semantic indexing method; polysemous word; semantic query; Data mining; Frequency; Indexing; Informatics; Information retrieval; Large scale integration; Matrix decomposition; Singular value decomposition; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
  • Print_ISBN
    0-7803-7978-0
  • Type

    conf

  • DOI
    10.1109/PACRIM.2003.1235903
  • Filename
    1235903