• DocumentCode
    2387752
  • Title

    A context dependency relation pattern based algorithm for term similarity calculation

  • Author

    Xu Jian ; Zhang Qingliang

  • Author_Institution
    Sch. of Inf. Manage., Sun Yat-Sen Univ., Guangzhou, China
  • fYear
    2012
  • fDate
    19-20 May 2012
  • Firstpage
    700
  • Lastpage
    704
  • Abstract
    In this paper, we put forward a new term similarity algorithm which automatically extracts context patterns by sentence dependency analysis, and then calculates term similarity by mapping those patterns. The algorithm provides better way to extract term context patterns with stronger context expression ability than current algorithms. Meanwhile, the length of patterns is modest, which makes it convenient to be matched. We also evaluate the algorithm on the basis of gene engineering field experiment data set. Experiment result shows that the algorithm evidently improves the calculating performance.
  • Keywords
    text analysis; context dependency relation pattern based algorithm; context expression ability; gene engineering field experiment data set; sentence dependency analysis; term similarity calculation; Algorithm design and analysis; Context; Filtering algorithms; Ontologies; Pattern matching; Semantics; Syntactics; Context Similarity; Similarity Computation; Term Similarity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems and Informatics (ICSAI), 2012 International Conference on
  • Conference_Location
    Yantai
  • Print_ISBN
    978-1-4673-0198-5
  • Type

    conf

  • DOI
    10.1109/ICSAI.2012.6223091
  • Filename
    6223091