• DocumentCode
    2548996
  • Title

    An ontology-based approach to build conceptual data model

  • Author

    Lv, Yanhui ; Xie, Chong

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Shenyang Ligong Univ., Shenyang, China
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    807
  • Lastpage
    810
  • Abstract
    Conceptual data model of information system is used to capture the requirement of specific application domain. In this paper we present an approach to build conceptual data model using ontology based on knowledge representation, which can be transformed into explicit specification. Firstly, the formal definitions of ontology and ER model are given and the transformation of ontology to ER model is proposed. Then, the reasoning problem of generated ER model is checked with description logics. On this basis, the execution steps of the proposed method are described.
  • Keywords
    data models; information systems; ontologies (artificial intelligence); ER model; conceptual data model; explicit specification; formal definitions; information system; knowledge representation; ontology-based approach; Cognition; Data models; Databases; Erbium; Information systems; OWL; Ontologies; Conceptual data model; Description logic; Ontology; Reasoning; Transformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    978-1-4673-0025-4
  • Type

    conf

  • DOI
    10.1109/FSKD.2012.6234141
  • Filename
    6234141