Formal Concept Analysis in relational database and rough relational database

IMR OpenIR

	Formal Concept Analysis in relational database and rough relational database
	Jiang, Feng ; Sui, Yuefei ; Cao, Cungen
通讯作者	Jiang, Feng(jiangkong@163.net)
	2007-11-01
发表期刊	FUNDAMENTA INFORMATICAE
ISSN	0169-2968
卷号	80 期号:4 页码:435-451
摘要	Since its foundation in the early 1980's, Formal Concept Analysis (FCA) has been used in many applications in data analysis, information retrieval, and knowledge discovery. In this paper, we suggest to exploit the framework of relational database model (RDM) and rough relational database model (RRDM) for Formal Concept Analysis. The basic idea is as follows. We firstly treat any relation (R, A) of RDM as a many-valued context of FCA. But for the rough relations of RRDM, we define a special kind of many-valued context - rough-relational context in FCA (In this kind of context, every attribute value is a subset, but not an element, of the corresponding attribute domain), and treat any rough relation (R, A) of RRDM as a rough-relational context of FCA. Correspondingly, the definitions for concepts or rough concepts in context or rough-relational context (R, A) are given. The basic properties about these concepts or rough concepts in (R, A) are also discussed.
关键词	Formal Concept Analysis relational database model rough relational database model rough sets
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Mathematics
WOS类目	Computer Science, Software Engineering ; Mathematics, Applied
WOS记录号	WOS:000251509100005
出版者	IOS PRESS
引用统计	被引频次：10[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.imr.ac.cn/handle/321006/126159
专题	中国科学院金属研究所
通讯作者	Jiang, Feng
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China 2.Grad Sch Chinese Acad Sci, Beijing 100039, Peoples R China
推荐引用方式 GB/T 7714	Jiang, Feng,Sui, Yuefei,Cao, Cungen. Formal Concept Analysis in relational database and rough relational database[J]. FUNDAMENTA INFORMATICAE,2007,80(4):435-451.
APA	Jiang, Feng,Sui, Yuefei,&Cao, Cungen.(2007).Formal Concept Analysis in relational database and rough relational database.FUNDAMENTA INFORMATICAE,80(4),435-451.
MLA	Jiang, Feng,et al."Formal Concept Analysis in relational database and rough relational database".FUNDAMENTA INFORMATICAE 80.4(2007):435-451.