• DocumentCode
    548433
  • Title

    Methods and tools of on-line analytical data processing for Siberian region government

  • Author

    Nozhenkova, L.F. ; Korobko, A.V. ; Penkova, T.G.

  • Author_Institution
    Appl. Inf. Dept., Siberian Branch of Russian Acad. of Sci., Krasnoyarsk, Russia
  • fYear
    2011
  • fDate
    23-27 May 2011
  • Firstpage
    1571
  • Lastpage
    1575
  • Abstract
    The authoring OLAP-system “Analytic” based on integration of DOLAP architecture and MOLAP functionality is represented. The original embodiments of the OLAP rules realization are described. Functional modules of the “Analytic” are described. The data access tools for constructing cube based on data from different local sources (e.g. Excel, Access, InterBase, MySQL, Oracle) and data warehouse are developed. The data mart manage tools are developed. The dimensional cubes are processed by original OLAP tools: statistical table, cross-table, diagram and map for geographic data. The original high-level programming language to create scenario of the fact calculation in to a cube is realized. The cubes sharing method to store a cube as the materialized view and semantic metadata in the data warehouse is suggested. The method of creating and committing step-by-step calculating algorithm using pre-aggregated cubes is considered. Tools for forming operative and statistical reports based on results of OLAP are described. The complex of proposed methods and tools enables Siberian region government to improve effectiveness of decision making support based on OLAP. The “Analytic” usage for control medical care, governing in the field of social support and planning the social economic development of territories is represented by using the examples.
  • Keywords
    data mining; data warehouses; decision making; information retrieval; DOLAP architecture; MOLAP functionality; OLAP system; Siberian region government; data access tool; data mart manage tool; data warehouse; decision making; high level programming language; online analytical data processing; semantic metadata; social economic development; Data processing; Data warehouses; Decision making; Government; Semantics; Software;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    MIPRO, 2011 Proceedings of the 34th International Convention
  • Conference_Location
    Opatija
  • Print_ISBN
    978-1-4577-0996-8
  • Type

    conf

  • Filename
    5967311