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
Link To Document