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
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;
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
DOI :
10.1109/ICMLC.2009.5212149