• DocumentCode
    3186248
  • Title

    Business-driven ontology evolution mechanism for enterprise data management

  • Author

    Wu, Jiahong ; Cai, Hongming ; Jiang, Lihong

  • Author_Institution
    Sch. of Software, Shanghai JiaoTong Univ., Shanghai, China
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    3174
  • Lastpage
    3179
  • Abstract
    With rising accumulation of data and applications in enterprise IT environment, the business data management becomes increasingly important. But the data in the IT environment is usually organized by static modeling, which could not meet the business changes need. In our study the enterprise ontology is adopted as conception backbone to model for the business scenario, and the use of ontology evolution can reflect the business process changes. So we explore the data mode mapping and the modeling of enterprise ontology. Then the analysis of changes derived from application requirement is forced specially. Finally, the changes realization enables the whole evolution process to be implemented. The prototype system has been developed now in order to fulfill the application. It can help connect the data and business, and obtain business changes to direct the ontology evolution. As there are an increasing research and application tendency in the field of business data modeling and ontology evolution, our study pay more attention to the modeling, mapping and analysis between dynamic business changes and ontology.
  • Keywords
    business data processing; ontologies (artificial intelligence); IT environment; business data management; business data modeling; business process; business-driven ontology evolution mechanism; data mode mapping; dynamic business changes; enterprise data management; enterprise ontology; Analytical models; Lead; Organizations; Tiles; Variable speed drives; Business Modeling Driven; Ontology Evolution; Resource Management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5642270
  • Filename
    5642270