• DocumentCode
    693116
  • Title

    Compression of the condition lattice based on the class context and the extent context

  • Author

    Ling Wei ; Yan-Pan Wang ; Jia-Liang Wan

  • Author_Institution
    Dept. of Math., Northwest Univ., Xi´an, China
  • Volume
    02
  • fYear
    2013
  • fDate
    14-17 July 2013
  • Firstpage
    796
  • Lastpage
    801
  • Abstract
    Formal decision context is a formal context with condition attributes and decision attributes, it is a generalization of formal context. For a weakly consistent formal decision context, we propose two methods to compress the condition lattice based on two new formal contexts, M-T class context and M-T extent context, respectively. These two compression methods are both based on decision lattice, and they can simplify the knowledge of the weakly consistent formal decision context so that people can understand its structure and knowledge clearly for a huge formal decision context.
  • Keywords
    formal concept analysis; M-T class context; M-T extent context; condition lattice compression; decision attributes; weakly consistent formal decision context; Abstracts; Context; Integrated circuits; Irrigation; Lattices; Class concept; Concept lattice; Extent concept; Formal decision context; M-T class context; M-T extent context;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
  • Conference_Location
    Tianjin
  • Type

    conf

  • DOI
    10.1109/ICMLC.2013.6890393
  • Filename
    6890393