• DocumentCode
    2410377
  • Title

    A model driven approach for data warehouse conceptual design

  • Author

    Zepeda, Leopoldo ; Celma, Matilde

  • Author_Institution
    Instituto Tecnologico de Culiacan
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    114
  • Lastpage
    121
  • Abstract
    Despite the extensive diffusion of data warehouse (DW) technology, we still miss methods that assist and guide the designer in the conceptual design of DWs. This paper is concerned with DW conceptual design starting from the operational data base schema and user requirements. For this, we propose and illustrate a set of transformation rules between the entity relationship (ER) metamodel and online analytic process (OLAP) metamodel relaying on the principles of model driven architecture (MDA) for produces a set of candidate multidimensional schemas. Next the automatic generation of multidimensional schemas, we use user requirements to guide the selection of the candidate multidimensional schema most likely to meet user´s needs
  • Keywords
    data mining; data warehouses; entity-relationship modelling; candidate multidimensional schemas; data warehouse conceptual design; entity relationship metamodel; model driven architecture; online analytic process metamodel; operational data base schema; transformation rules; Books; Companies; Data analysis; Data warehouses; Databases; Erbium; Information analysis; Multidimensional systems; Relays; Warehousing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Databases and Information Systems, 2006 7th International Baltic Conference on
  • Conference_Location
    Vilnius
  • Print_ISBN
    1-4244-0345-6
  • Type

    conf

  • DOI
    10.1109/DBIS.2006.1678484
  • Filename
    1678484