Concept Granular Computing Systems

Author

Ma Jian-Min

Author_Institution

Dept. of Math. & Inf. Sci., Chang´an Univ., Xi´an, China

Volume

1

fYear

2009

fDate

14-16 Aug. 2009

Firstpage

150

Lastpage

154

Abstract

Object-oriented and property-oriented concept lattices are constructed based on rough set theory. In this paper, a uniform mathematical model-concept granular computing system is first established by mappings on two complete lattices. In this framework, object-oriented and property-oriented concept granular computing systems are introduced for property-oriented and object-oriented concept lattices, respectively. Properties of these two kinds of concept granular computing systems are discussed. And relationships between a concept lattice and a corresponding concept granular computing system are also investigated.

Keywords

artificial intelligence; data analysis; object-oriented methods; rough set theory; concept granular computing system; object-oriented concept lattices; property-oriented concept lattices; rough set theory; uniform mathematical model; Data mining; Fuzzy systems; Humans; Information science; Lattices; Mathematical model; Mathematics; Set theory; concept granular computing system; formal context; object-oriented concept lattice; property-oriented concept lattice;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on

Conference_Location

Tianjin

Print_ISBN

978-0-7695-3735-1

Type

conf

DOI

10.1109/FSKD.2009.599

Filename

5358632