• DocumentCode
    3144887
  • Title

    An application of text mining: bibliographic navigator powered by extended association rules

  • Author

    Kawahara, Minoru ; Kawano, Hiroyuki

  • Author_Institution
    Data Process. Center, Kyoto Univ., Japan
  • fYear
    2000
  • fDate
    4-7 Jan. 2000
  • Abstract
    In this paper, we discuss the implementation and performance of our developed bibliographic navigator with the text mining. We categorize the different attributes and extend the mining association algorithms and in order to provide mole helpful rules. By our proposed algorithm, more interesting rules are derived from relationships between several categorized attributes in bibliographic databases such as INSPEC. We also evaluate the performance of our proposed algorithms on our developing bibliographic navigator and discuss the improvements of our navigator.
  • Keywords
    bibliographic systems; data mining; information retrieval systems; information services; INSPEC; bibliographic databases; bibliographic navigator; categorized attributes; extended association rules; mining association; text mining; Association rules; Bibliographies; Data mining; Data processing; Information retrieval; Intelligent systems; Navigation; Text mining; Transaction databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Sciences, 2000. Proceedings of the 33rd Annual Hawaii International Conference on
  • Print_ISBN
    0-7695-0493-0
  • Type

    conf

  • DOI
    10.1109/HICSS.2000.926651
  • Filename
    926651