Title :
Compression of the condition lattice based on the class context and the extent context
Author :
Ling Wei ; Yan-Pan Wang ; Jia-Liang Wan
Author_Institution :
Dept. of Math., Northwest Univ., Xi´an, China
Abstract :
Formal decision context is a formal context with condition attributes and decision attributes, it is a generalization of formal context. For a weakly consistent formal decision context, we propose two methods to compress the condition lattice based on two new formal contexts, M-T class context and M-T extent context, respectively. These two compression methods are both based on decision lattice, and they can simplify the knowledge of the weakly consistent formal decision context so that people can understand its structure and knowledge clearly for a huge formal decision context.
Keywords :
formal concept analysis; M-T class context; M-T extent context; condition lattice compression; decision attributes; weakly consistent formal decision context; Abstracts; Context; Integrated circuits; Irrigation; Lattices; Class concept; Concept lattice; Extent concept; Formal decision context; M-T class context; M-T extent context;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2013 International Conference on
Conference_Location :
Tianjin
DOI :
10.1109/ICMLC.2013.6890393