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
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
相关论文
共 50 条
  • [1] Proposal of a New Data Warehouse Architecture Reference Model
    Dymek, Dariusz
    Komnata, Wojciech
    Szwed, Piotr
    BEYOND DATABASES, ARCHITECTURES AND STRUCTURES, BDAS 2015, 2015, 521 : 210 - 221
  • [2] Ontology-Based Trajectory Data Warehouse Conceptual Model
    Manaa, Marwa
    Akaichi, Jalel
    BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2016, 2016, 9829 : 329 - 342
  • [3] Model-driven Architecture Approach for Data Warehouse
    Fernandes, Lucia Abrunhosa
    Helena Neto, Beatriz
    Fagundes, Vladimir
    Zimbrao, Geraldo
    de Souza, Jano Moreira
    Salvador, Rodrigo
    SIXTH INTERNATIONAL CONFERENCE ON AUTONOMIC AND AUTONOMOUS SYSTEMS: ICAS 2010, PROCEEDINGS, 2010, : 156 - 161
  • [4] Data Warehouse Architecture Classification
    Blazic, G.
    Poscic, P.
    Jaksic, D.
    2017 40TH INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2017, : 1491 - 1495
  • [5] Data warehouse architecture and design
    Rifaie, Mohammad
    Kianmehr, Keivan
    Alhajj, Reda
    Ridleya, Mick J.
    PROCEEDINGS OF THE 2008 IEEE INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION, 2008, : 58 - +
  • [6] A survey: Data warehouse architecture
    Arif, Muhammad
    Mujtaba, Ghulam
    International Journal of Hybrid Information Technology, 2015, 8 (05): : 349 - 356
  • [7] Architecture for virtualization in data warehouse
    Nasir, J. A.
    Shahzad, M. Khurram
    INNOVATIONS AND ADVANCED TECHNIQUES IN COMPUTER AND INFORMATION SCIENCES AND ENGINEERING, 2007, : 243 - 248
  • [8] The IBM - Data warehouse architecture
    Bontempo, C
    Zagelow, G
    COMMUNICATIONS OF THE ACM, 1998, 41 (09) : 38 - 48
  • [9] The Model-Driven Architecture for the Trajectory Data Warehouse Modeling
    Azaiez, Noura
    Akaichi, Jalel
    INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 2020, 16 (04) : 26 - 43
  • [10] Automating Data Warehouse Design Using Ontology
    Aadil, Bouchra
    Wakrime, Abderrahim Ait
    Kzaz, Larbi
    Sekkaki, Abderrahim
    2016 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT), 2016, : 42 - 48