DocumentCode
3276923
Title
Concept lattice construction about many-valued contexts
Author
Qi, Jian-jun ; Wei, Ling ; Hong, Hui-yan
Author_Institution
Sch. of Comput. Sci. & Technol., Xidian Univ., Xi´´an, China
Volume
3
fYear
2011
fDate
10-13 July 2011
Firstpage
1124
Lastpage
1129
Abstract
The concept lattice construction of many-valued contexts is an important issue in the theory of concept lattices. Inspired by the idea of combined concept lattices, this paper gives an approach to construct the concept lattice of a many-valued context. The many-valued context can be firstly transformed to many formal contexts according to the number of attributes. Then, a Galois connection is established to obtain a concept lattice, which can be considered as the lattice of the many-valued context. Finally, we show that the lattice obtained by such method is a subset of the lattice of combined context of those formal contexts.
Keywords
data analysis; data mining; formal concept analysis; lattice theory; Galois connection; concept lattice construction; data analysis; formal contexts; knowledge discovery; many-valued contexts; Context; Cybernetics; Educational institutions; Lattices; Machine learning; Transforms; Upper bound; Combined context; Concept lattice; Galois connection; Many-valued context;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2011 International Conference on
Conference_Location
Guilin
ISSN
2160-133X
Print_ISBN
978-1-4577-0305-8
Type
conf
DOI
10.1109/ICMLC.2011.6016910
Filename
6016910
Link To Document