• DocumentCode
    2666870
  • Title

    A New Data Warehouse Approach Using Graph

  • Author

    Zekri, Manel ; Marsit, Imen ; Adellatif, Abdelaziz

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Tunis El Manar, Tunis, Tunisia
  • fYear
    2011
  • fDate
    19-21 Oct. 2011
  • Firstpage
    65
  • Lastpage
    70
  • Abstract
    The standard source data-based approach for data warehouse design, has always been criticized since it ignores the user´s needs. However, this inefficiency is due to the fact that works adopting this trend, consider that the conceptual model or a physical data source is the own and best representative of data sources. All requests subject to operational production bases, which represent punctual needs, were hence always ignored. In this article we consider the history of these requests, in addition to the conceptual data model (CDM), in order to introduce a new approach for an automatic design of a multi-dimensional diagram. The CDM is first translated into a multivariate pattern. Then, it is refined by using the history of requests. Both design steps use graphs as a formalism to represent the data model decision-making.
  • Keywords
    data models; data warehouses; conceptual data model; data model decision-making; data warehouse; graph; multidimensional diagram; multivariate pattern; physical data source; Companies; Data models; Data warehouses; Databases; History; Production; Weight measurement; Data warehouse; conceptual data model; data sources; graph; history of queries; multidimensional schema; production data base;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    e-Business Engineering (ICEBE), 2011 IEEE 8th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4577-1404-7
  • Type

    conf

  • DOI
    10.1109/ICEBE.2011.22
  • Filename
    6104598