DocumentCode
498809
Title
Object oriented concept lattice construction through the combination of formal contexts
Author
Wei, Ling ; Yao, Guang ; Zhao, Wei
Author_Institution
Dept. of Math., Northwest Univ., Xi´´an, China
Volume
4
fYear
2009
fDate
12-15 July 2009
Firstpage
2127
Lastpage
2131
Abstract
This paper studies the construction of object oriented concept lattice through the combination of formal contexts. Based on two original formal contexts with a fixed object set, the construction method for all object oriented concepts and corresponding concept lattice of the combined formal context is obtained. The method can be generalized to the case of many original formal contexts. This method will simplify the construction of concept lattices and facilitate the process of knowledge discovery, especially for large and complex formal contexts.
Keywords
data analysis; data mining; object-oriented programming; rough set theory; formal contexts; knowledge discovery; object oriented concept lattice construction; rough set theory; Cybernetics; Data mining; Lattices; Machine learning; Mathematics; Set theory; Approximation operators; Concept lattice; Formal context; Object oriented concept; Object oriented concept lattice;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2009 International Conference on
Conference_Location
Baoding
Print_ISBN
978-1-4244-3702-3
Electronic_ISBN
978-1-4244-3703-0
Type
conf
DOI
10.1109/ICMLC.2009.5212149
Filename
5212149
Link To Document