• DocumentCode
    2139606
  • Title

    Semantic Retrieval of Text Documents

  • Author

    Klyuev, Vitaly ; Oleshchuk, Vladimir

  • Author_Institution
    Univ. of Aizu, Aizuwakamatsu
  • fYear
    2007
  • fDate
    16-19 Oct. 2007
  • Firstpage
    189
  • Lastpage
    193
  • Abstract
    Nowadays, the Internet is the major source of information for millions of people. There are many search tools available on the net but finding appropriate text information is still difficult. The retrieval efficiency of the presently used systems cannot be significantly improved: "bag of words" interpretation causes loosing semantics of texts. We applied the functional approach to present English text documents in the memory of computers. It allowed to keep semantic relations between words when indexing documents and use ordinary English sentences as queries to submit to a search engine. The proposed retrieval algorithm returns highly relevant documents. The presented example illustrates the advantage of the discussed approach compared to the traditional key word search.
  • Keywords
    indexing; information retrieval; natural languages; search engines; semantic Web; text analysis; English text document retrieval; Internet; document indexing; search engine; semantic Web; Dictionaries; Educational institutions; Indexing; Information resources; Information retrieval; Information technology; Internet; Natural languages; Search engines; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Information Technology, 2007. CIT 2007. 7th IEEE International Conference on
  • Conference_Location
    Aizu-Wakamatsu, Fukushima
  • Print_ISBN
    978-0-7695-2983-7
  • Type

    conf

  • DOI
    10.1109/CIT.2007.198
  • Filename
    4385079