• DocumentCode
    476165
  • Title

    Composition of concept lattices

  • Author

    Qi, Jian-jun ; Wei, Ling ; Bai, Yun-Bo

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Xidian Univ., Xi´´an
  • Volume
    4
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    2274
  • Lastpage
    2279
  • Abstract
    The theory of concept lattices is an efficient tool for knowledge discovery. The purpose of this paper is to discuss the composed lattice of two concept lattices with the same object set. We first define a pair of Galois connection between two posets obtained from two formal contexts, and discuss the properties of the Galois connection. Then, we define the composition of two concept lattices that have the same object set, and prove that it is a complete lattice. Finally, we discuss the relationship between the composed lattice and the concept lattice of the composed context, and prove that the composed lattice is a subset of the concept lattice of the composed context. Numerical example is employed to substantiate the theoretical arguments.
  • Keywords
    data mining; Galois connection; concept lattices; formal contexts; knowledge discovery; Computer science; Cybernetics; Data analysis; Lattices; Machine learning; Mathematics; Composition; Concept Lattice; Formal Context; Galois Connection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620784
  • Filename
    4620784