An MDA approach for the development of spatial data warehouses

被引:0
|
作者
Glorio, Octavio [1 ]
Trujillo, Juan [1 ]
机构
[1] Univ Alicante, Dept Software & Comp Syst, Alicante, Spain
关键词
spatial data warehouse; Model Driven Architecture;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the past few years, several conceptual approaches have been proposed for the specification of the main multidimensional (MD) properties of the spatial data warehouses (SDW). However, these approaches often fail in providing mechanisms to univocally and automatically derive a logical representation. Even more, the spatial data often generates complex hierarchies (i.e., many-to-many) that have to be mapped to large and non-intuitive logical structures (i.e., bridge tables). To overcome these limitations, we implement a Model Driven Architecture (MDA) approach for spatial data warehouse development. In this paper, we present a spatial extension for the MD model to embed spatiality on it. Then, we formally define a set of Query/View/Transformation (QVT) transformation rules which allow us, to obtain a logical representation in an automatic way. Finally, we show how to implement the MDA approach in our Eclipse-based tool.
引用
收藏
页码:23 / 32
页数:10
相关论文
共 50 条
  • [31] Requirements specification and conceptual modeling for spatial data warehouses
    Malinowski, E.
    Zimanyi, E.
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS 2006: OTM 2006 WORKSHOPS, PT 2, PROCEEDINGS, 2006, 4278 : 1616 - +
  • [32] Logical representation of a conceptual model for spatial data warehouses
    Malinowski, Elzbieta
    Zimanyi, Esteban
    [J]. GEOINFORMATICA, 2007, 11 (04) : 431 - 457
  • [33] Performance optimization of grid aggregation in spatial data warehouses
    Kang, Myoung-Ah
    Zaamoune, Mehdi
    Pinet, Francois
    Bimonte, Sandro
    Beaune, Philippe
    [J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2015, 8 (12) : 970 - 988
  • [34] Spatial data warehouses:: Some solutions and unresolved problems
    Malinowski, Elzbieta
    Zimanyi, Esteban
    [J]. 2007 IEEE INTERNATIONAL WORKSHOP ON DATABASES FOR NEXT GENERATION RESEARCHERS, 2007, : 1 - +
  • [35] Querying Vague Spatial Information in Geographic Data Warehouses
    Lopes Siqueira, Thiago Luis
    Mateus, Rodrigo Costa
    Ciferri, Ricardo Rodrigues
    Times, Valeria Cesario
    de Aguiar Ciferri, Cristina Dutra
    [J]. ADVANCING GEOINFORMATION SCIENCE FOR A CHANGING WORLD, 2011, 1 : 379 - 397
  • [36] Integration of Spatial Networks in Data Warehouses: A UML Profile
    Bimonte, Sandro
    Kang, Myoung-Ah
    Trujillo, Juan
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2013, PT IV, 2013, 7974 : 253 - 267
  • [37] A novel approach for intelligent distribution of data warehouses
    Agarwal, Abhay Kumar
    Badal, Neelendra
    [J]. EGYPTIAN INFORMATICS JOURNAL, 2016, 17 (02) : 147 - 159
  • [38] XML in the stars: A new approach to data warehouses
    Pokorny, J
    [J]. NEW PERSPECTIVES ON INFORMATION SYSTEMS DEVELOPMENT: THEORY, METHODS AND PRACTICE, 2002, : 489 - 506
  • [39] Dynamic approach for integrating web data warehouses
    Le, D. Xuan
    Rahayu, J. Wenny
    Pardede, Eric
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2006, PT 4, 2006, 3983 : 207 - 216
  • [40] A formal approach to the design of distributed data warehouses
    Zhao, J
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2005, PT 2, 2005, 3481 : 1235 - 1244