• DocumentCode
    2188404
  • Title

    An Approach to Implementing an Intelligent Web Search

  • Author

    Klyuev, Vitaly

  • Author_Institution
    Univ. of Aizu, Aizu-Wakamatsu, Japan
  • fYear
    2008
  • fDate
    27-28 Dec. 2008
  • Firstpage
    125
  • Lastpage
    130
  • Abstract
    The retrieval efficiency of the presently used search tools cannot be significantly improved: A "bag of words" interpretation causes loosing semantics of texts. The functional approach to present English texts in the memory of computers makes it possible to keep semantic relations between words. These relations can be taken into account when indexing documents and when performing searching. Utilizing this approach, it is possible to use a natural language to express user queries. In many cases, this way is more usual for users to describe their information needs compared to the keyword style. The factoid question answering task is one of the possible its applications. Key components of the prototype of a system utilizing this approach are discussed.
  • Keywords
    Internet; indexing; information needs; natural language processing; query formulation; text analysis; English text; bag of words; document indexing; information needs; intelligent Web search; natural language; question answering task; retrieval efficiency; search tool; semantic relations; user query; Computer science; Indexing; Information resources; Internet; Natural languages; Prototypes; Search engines; Statistical analysis; Web search; Web services; Web search; natural language; semantic database;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontier of Computer Science and Technology, 2008. FCST '08. Japan-China Joint Workshop on
  • Conference_Location
    Nagasahi
  • Print_ISBN
    978-1-4244-3418-3
  • Type

    conf

  • DOI
    10.1109/FCST.2008.12
  • Filename
    4736519