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
  • [1] An MDA approach for the development of data warehouses
    Mazon, Jose-Norberto
    Trujillo, Juan
    [J]. DECISION SUPPORT SYSTEMS, 2008, 45 (01) : 41 - 58
  • [2] An approach based on the clustering of spatial requirements' models and MDA to design spatial data warehouses
    Ezzedine, Sana
    Turki, Sami Yassine
    Faiz, Sami
    [J]. INTERNATIONAL JOURNAL OF DATA MINING MODELLING AND MANAGEMENT, 2015, 7 (04) : 276 - 292
  • [3] lAn MDA Approach for the Evolution of Data Warehouses
    Taktak, Said
    Alshomrani, Saleh
    Feki, Jamel
    Zurfluh, Gilles
    [J]. INTERNATIONAL JOURNAL OF DECISION SUPPORT SYSTEM TECHNOLOGY, 2015, 7 (03) : 65 - 89
  • [4] An MDA Approach and QVT Transformations for the Integrated Development of Goal-Oriented Data Warehouses and Data Marts
    Pardillo, Jesus
    Mazon, Jose-Norberto
    Trujillo, Juan
    [J]. JOURNAL OF DATABASE MANAGEMENT, 2011, 22 (01) : 43 - 68
  • [5] A framework for the development of secure data warehouses based on MDA and QVT
    Soler, Emilio
    Trujillo, Juan
    Fernández-Medina, Eduardo
    Piattini, Mario
    [J]. ARES 2007: SECOND INTERNATIONAL CONFERENCE ON AVAILABILITY, RELIABILITY AND SECURITY, PROCEEDINGS, 2007, : 294 - +
  • [6] Automatic Generation of Secure Multidimensional Code for Data Warehouses: An MDA Approach
    Blanco, Carlos
    Garcia-Rodriguez de Guzman, Ignacio
    Fernandez-Nledina, Eduardo
    Trujillo, Juan
    Piattini, Mario
    [J]. ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2008, PT II, PROCEEDINGS, 2008, 5332 : 1052 - +
  • [7] MDA Approach for Designing and Developing Data Warehouses: A Systematic Review & Proposal
    Hanine, Mohamed
    Lachgar, Mohamed
    Elmahfoudi, Sara
    Boutkhoum, Omar
    [J]. INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2021, 17 (10) : 99 - 110
  • [8] Towards an MDA-Oriented UML Profiles for Data Warehouses Design and Development
    El Beggar, Omar
    Letrache, Khadija
    Ramdani, Mohammed
    [J]. 2016 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA), 2016,
  • [9] An Ontology Approach for Manufacturing Enterprise Data Warehouses Development
    Xu, B. Y.
    Cai, H. M.
    Xie, C.
    [J]. DIGITAL DESIGN AND MANUFACTURING TECHNOLOGY II, 2011, 215 : 77 - +
  • [10] Benchmarking Spatial Data Warehouses
    Lopes Siqueira, Thiago Luis
    Ciferri, Ricardo Rodrigues
    Times, Valeria Cesano
    de Aguiar Ciferri, Cristina Dutra
    [J]. DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, 2010, 6263 : 40 - +