Institute of Computing Technology, Chinese Academy IR
Formal Concept Analysis in relational database and rough relational database | |
Jiang, Feng; Sui, Yuefei; Cao, Cungen | |
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 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/10859 |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
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. |
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