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
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