DWARM: An Ontology of Data Warehouse Architecture Reference Model

被引:0
|
作者
Szwed, Piotr [1 ]
Komnata, Wojciech [1 ]
Dymek, Dariusz [1 ]
机构
[1] Univ Krakow, AGH Univ Sci & Technol, Krakow, Poland
来源
BEYOND DATABASES, ARCHITECTURES AND STRUCTURES, BDAS 2015 | 2015年 / 521卷
关键词
Data warehousing; Data warehouse architecture; Ontology; Architecture evaluation;
D O I
10.1007/978-3-319-18422-7_20
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes DWARM, an ontology formalizing a new data warehouse architecture reference model intended do capture common five architectural approaches, as well as to provide means for describing complex hybrid architectures that emerge due to observed evolution of business and technology. The ontology defines concepts, e.g. layers, processes, containers and property classes, as well as relations that can be used to construct precise architectural models. Formalization of architecture description as an ontology gives an opportunity to perform automatic or semiautomatic validation and assessment.
引用
收藏
页码:222 / 232
页数:11
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