• DocumentCode
    3115330
  • Title

    Domain-specific metamodels for heterogeneous information systems

  • Author

    Tan, J. ; Ewald, C.A. ; Zaslavsky, A. ; Bond, A.

  • Author_Institution
    Monash Univ., Australia
  • fYear
    2003
  • fDate
    6-9 Jan. 2003
  • Abstract
    There is considerable interest in developing distributed information systems on top of legacy systems. Over the last two decades, many issues and solutions have been brought forward pertaining to issues of integration, e.g., schema integration, schema mapping. We have developed a schema mapping framework that features domain-specific metamodels, metamodel-driven schema translation, and semi-automated schema mapping driven by the metamodel. First, we exploit metamodels, i.e., models about models, which transcend heterogeneity among different data models. Second, we enhance them with domain semantics to better express metadata, resulting in less ambiguous information schemas. Third, we develop our own methods of schema translation and schema mapping based on the domain-specific metamodel, capable of a significant degree of semi-automation for convenience and adherence to the metamodel. Finally, our metadata management framework uses metadata repositories that facilitate reuse, interoperability and extensibility. This paper describes our implementation and utilization of domain-specific metamodels within the schema mapping framework that we have developed.
  • Keywords
    data models; distributed databases; formal specification; meta data; open systems; software portability; software reusability; data models; distributed information systems; domain semantics; domain-specific metamodels; heterogeneous information systems; legacy systems; metadata management; metadata repositories; metamodel-driven schema translation; schema integration; semiautomated schema mapping; software extensibility; software interoperability; software reuse; Bonding; Data models; Databases; Distributed information systems; Independent component analysis; Information systems; Logic; Terminology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    System Sciences, 2003. Proceedings of the 36th Annual Hawaii International Conference on
  • Print_ISBN
    0-7695-1874-5
  • Type

    conf

  • DOI
    10.1109/HICSS.2003.1174885
  • Filename
    1174885