• DocumentCode
    2850864
  • Title

    The Formal Definition and Knowledge Description of Multiple Dimensions Business Data Based on Common Information Platform

  • Author

    Chen, Yan ; Yang, Ming ; Qu, Lili

  • Author_Institution
    Transp. Manage. Sch., Dalian Maritime Univ., Dalian, China
  • fYear
    2009
  • fDate
    11-13 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In order to support the DW appliances´ function comprehensively and efficiently, we propose a general common information platform system (CIPS) framework, which can integrate the data from the complex, multiple dimension and heterogeneous sources. Utilizing the hierarchical tree theory, a general formal definition and knowledge description method is developed to define and descript the complex and multidimensional business data. In the definition and description of a huge and complex system, the proposed method´s key features are logical hierarchy, obvious operation relationship and knowledge description and reasoning. The main functions can to reduce the heterogeneous systems integration cost; facilitate knowledge discovery, intelligent decision support management and business intelligent; build a hierarchical CIP framework with a semantic tree hierarchy. A practical shipping and maritime integration platform system is presented to further verify the feasibility and effectiveness of the proposed CIPS.
  • Keywords
    business data processing; data mining; decision support systems; trees (mathematics); common information platform system; formal definition; heterogeneous systems integration cost; hierarchical tree theory; intelligent decision support management; knowledge description; knowledge discovery; maritime integration platform system; multiple dimensions business data; semantic tree hierarchy; Computer science education; Cost function; Data conversion; Educational programs; Home appliances; Knowledge acquisition; Knowledge management; Multidimensional systems; Road transportation; Shipbuilding industry;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4507-3
  • Electronic_ISBN
    978-1-4244-4507-3
  • Type

    conf

  • DOI
    10.1109/CISE.2009.5365375
  • Filename
    5365375