• DocumentCode
    536234
  • Title

    Multi-ply attribute reduction in information concept lattice

  • Author

    Gui, Xian-Cai

  • Author_Institution
    Math. & Comput. Sci. Sch., Zhanjiang Normal Univ., Zhanjiang, China
  • Volume
    1
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    569
  • Lastpage
    573
  • Abstract
    By using parent-child concept, a new discernibility matrix of information formal context is proposed, and the discernibility function of concepts and sub-concept lattices (including concept lattice) are defined. Judgment theorems of consistent sets in information formal context and similarity concept in information concept lattice are examined. At the same time, an approach to calculating all attribute reductions of concepts and sub-concept lattices (including concept lattice) are formulated via the use of discernibility matrix and discernibility functions. Finally, a real example is used to demonstrate both its feasibility and effectiveness.
  • Keywords
    data analysis; formal concept analysis; knowledge engineering; matrix algebra; discernibility function; discernibility functions; discernibility matrix; information concept lattice; information formal context; multiply attribute reduction; parent child concept; similarity concept; subconcept lattices; Integrated circuits; Lattices; attribute reduction; consistent set; discernibility matrix; information concept lattice; information formal context;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computing and Intelligent Systems (ICIS), 2010 IEEE International Conference on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-1-4244-6582-8
  • Type

    conf

  • DOI
    10.1109/ICICISYS.2010.5658445
  • Filename
    5658445