• DocumentCode
    2844969
  • Title

    Research on the Algorithm of Concept Lattice Isomorphic Judgment Based on Mapping of Equivalence Class

  • Author

    Han Dao-Jun ; Li Lei ; Shen Xia-Jiong

  • Author_Institution
    Software Res. Inst., Sun Yat-Sen Univ., Guangzhou, China
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Concept lattice has many applications and isomorphic judgment of concept lattice is important in some fields. This paper presents a novel algorithm of complete lattice isomorphic judgment. The algorithm, first, introduces a layer computing method which divides the nodes into four types according to their indegree and outdegree. Then the equivalence classes are created. Second, taking equivalence classes as least unit, our algorithm creates a mapping between the nodes of two equivalence classes and executes the process of isomorphic judgment using heuristic information of nodes which are extracted from complete lattice. Our algorithm has lower time complexity. And experiment result shows that our algorithm is efficient.
  • Keywords
    computational complexity; equivalence classes; knowledge engineering; concept lattice; equivalence class; isomorphic judgment; knowledge system; layer computing; time complexity; Application software; Computer science; Data mining; Database systems; Knowledge engineering; Lattices; Libraries; Machine learning; Software algorithms; Sun;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4994-1
  • Type

    conf

  • DOI
    10.1109/ICIECS.2009.5365023
  • Filename
    5365023