• DocumentCode
    468380
  • Title

    Study on Method of Association Knowledge Discovery for Scheme Design Based on Constraint

  • Author

    Li, Jingmin ; Yao, Jin

  • Author_Institution
    Sichuan Univ., Sichuan
  • Volume
    3
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    694
  • Lastpage
    698
  • Abstract
    In order to solve the problem that scheme design parameters are various, the relationships among parameters are complicated and design knowledge acquisition is difficult, the process and mathematics expression of scheme design is analyzed. Then a method of association knowledge discovery is put forward, in which design attributes are taken as item sets, associated relationship among them are taken as analyzing target and domain knowledge is taken as constraint to control mining process. The expression and application of domain knowledge is investigated. A case study is given to illustrate that the method proposed is valid and practicable and the research has an important significance for the reuse design knowledge and design cases.
  • Keywords
    constraint handling; data mining; association knowledge discovery; design attributes; domain knowledge; knowledge acquisition; mathematics expression; scheme design parameters; Association rules; Data mining; Design engineering; Design methodology; Industrial relations; Knowledge acquisition; Manufacturing processes; Mathematics; Process control; Process design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.542
  • Filename
    4406326