Title :
Construct new lattices based on rough set theory
Author :
Wang, Shengnan ; Wei, Ling ; Li, Qiang
Author_Institution :
Department of Mathematics, Northwest University, Xi´´an, China
Abstract :
Inspired by the theory of rough sets, this paper studies formal contexts from the viewpoint of approaximation operators. Firstly, a pair of approaximation operators are proposed based on a formal context, and the corresponding concept latices are constructed. Then, the relationship among these two lattices and the original concept lattice, the concept lattice of the complement of the original formal context, the object oriented concept lattice and the property oriented concept lattices are also studied.
Keywords :
Approximation methods; Context; Data analysis; Lattices; Rough sets; Approximation operators; Concept; Concept lattices; Formal context; Rough set;
Conference_Titel :
Information Science and Engineering (ICISE), 2010 2nd International Conference on
Conference_Location :
Hangzhou, China
Print_ISBN :
978-1-4244-7616-9
DOI :
10.1109/ICISE.2010.5688683