• DocumentCode
    498809
  • Title

    Object oriented concept lattice construction through the combination of formal contexts

  • Author

    Wei, Ling ; Yao, Guang ; Zhao, Wei

  • Author_Institution
    Dept. of Math., Northwest Univ., Xi´´an, China
  • Volume
    4
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    2127
  • Lastpage
    2131
  • Abstract
    This paper studies the construction of object oriented concept lattice through the combination of formal contexts. Based on two original formal contexts with a fixed object set, the construction method for all object oriented concepts and corresponding concept lattice of the combined formal context is obtained. The method can be generalized to the case of many original formal contexts. This method will simplify the construction of concept lattices and facilitate the process of knowledge discovery, especially for large and complex formal contexts.
  • Keywords
    data analysis; data mining; object-oriented programming; rough set theory; formal contexts; knowledge discovery; object oriented concept lattice construction; rough set theory; Cybernetics; Data mining; Lattices; Machine learning; Mathematics; Set theory; Approximation operators; Concept lattice; Formal context; Object oriented concept; Object oriented concept lattice;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2009 International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3702-3
  • Electronic_ISBN
    978-1-4244-3703-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2009.5212149
  • Filename
    5212149