• DocumentCode
    3317907
  • Title

    Chinese query expansion based on related term group

  • Author

    Tingting He ; Xinhui Tu

  • Author_Institution
    Dept. of Comput. Sci., Huazhang Normal Univ., Wuhan, China
  • fYear
    2005
  • fDate
    30 Oct.-1 Nov. 2005
  • Firstpage
    483
  • Lastpage
    487
  • Abstract
    This paper proposes a novel method to improve the performance of Chinese information retrieval systems by expanding queries using automatically acquired related term groups. Unlike traditional query expansion methods, the related term groups extracted from Web-based corpuses and the related term extracted from document set are used in combination to improve the effectiveness of query expansion in our method. Experiments show that our method achieves an average 24.5% improvement compared to the traditional relevance feedback technique.
  • Keywords
    Internet; information retrieval systems; natural languages; query formulation; Chinese information retrieval systems; Chinese query expansion; Web-based corpuses; document set; related term group extraction; Computer science; Data mining; Degradation; Feedback; Helium; Indexing; Information retrieval; Performance analysis; Testing; Thesauri;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Language Processing and Knowledge Engineering, 2005. IEEE NLP-KE '05. Proceedings of 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9361-9
  • Type

    conf

  • DOI
    10.1109/NLPKE.2005.1598785
  • Filename
    1598785