• DocumentCode
    2046595
  • Title

    The Query Expansion Method Based on Semantic Skeleton

  • Author

    Yin, Wensheng ; Tu, Pinghui ; Xu, Fan ; Zhang, Hengxi

  • Author_Institution
    Sch. of Mech. Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan
  • fYear
    2009
  • fDate
    23-24 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The query method most commonly used is keywords query. The recall of document can be greatly improved through the expansion of synonymy, near-synonymy and hyponymy of keywords, but the precision may not always rise even to decline. In order to improve the precision, the mode of query expansion based on semantic skeleton must be used. Through analyzing the sentences, which are the components of basic semantic unit, this paper points out that the important factor to express the basic semantic meaning of the sentence is the basic components of sentence, which form the semantic skeleton of sentence. When users input their search requirements by query clause interface, the system can obtain their semantic skeleton, and obtain the documents desired by users through the match operation between the query document sentences and the semantic skeleton.
  • Keywords
    information retrieval; natural languages; document retrieval; natural language sentence; query clause interface; query expansion method; search requirement; semantic skeleton; Data mining; Feedback; Information retrieval; Large scale integration; Natural languages; Ontologies; Skeleton; Space technology; Thesauri;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-3893-8
  • Electronic_ISBN
    978-1-4244-3894-5
  • Type

    conf

  • DOI
    10.1109/IWISA.2009.5073197
  • Filename
    5073197