• DocumentCode
    3276923
  • Title

    Concept lattice construction about many-valued contexts

  • Author

    Qi, Jian-jun ; Wei, Ling ; Hong, Hui-yan

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Xidian Univ., Xi´´an, China
  • Volume
    3
  • fYear
    2011
  • fDate
    10-13 July 2011
  • Firstpage
    1124
  • Lastpage
    1129
  • Abstract
    The concept lattice construction of many-valued contexts is an important issue in the theory of concept lattices. Inspired by the idea of combined concept lattices, this paper gives an approach to construct the concept lattice of a many-valued context. The many-valued context can be firstly transformed to many formal contexts according to the number of attributes. Then, a Galois connection is established to obtain a concept lattice, which can be considered as the lattice of the many-valued context. Finally, we show that the lattice obtained by such method is a subset of the lattice of combined context of those formal contexts.
  • Keywords
    data analysis; data mining; formal concept analysis; lattice theory; Galois connection; concept lattice construction; data analysis; formal contexts; knowledge discovery; many-valued contexts; Context; Cybernetics; Educational institutions; Lattices; Machine learning; Transforms; Upper bound; Combined context; Concept lattice; Galois connection; Many-valued context;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
  • Conference_Location
    Guilin
  • ISSN
    2160-133X
  • Print_ISBN
    978-1-4577-0305-8
  • Type

    conf

  • DOI
    10.1109/ICMLC.2011.6016910
  • Filename
    6016910