• DocumentCode
    2766689
  • Title

    Acquisition of Domain Ontology from Relational Schemes Based on Reverse Engineering

  • Author

    Wang, Hongwei ; Liu, James N K ; Dai, Honghua

  • Author_Institution
    Sch. of Econ. & Manage., Tongji Univ., Shanghai, China
  • Volume
    7
  • fYear
    2009
  • fDate
    14-16 Aug. 2009
  • Firstpage
    211
  • Lastpage
    215
  • Abstract
    Acquisition of domain ontology from database has been of catholic concern. This paper, taking relational schemes as example, analyzes how to identify the information about the structure of relational schemes in legacy systems. Then, it presents twelve extraction rules, which facilitate the obtaining of terms and relations from the relational schemes. Finally, it uses the EER diagram to further obtain semantic information from relational schemes for refining ontology model. The development method of domain ontology based on reverse engineering is a supplement to forward engineering. The union of the two development methods is certainly beneficial for the designers of domain ontology.
  • Keywords
    information analysis; ontologies (artificial intelligence); relational databases; reverse engineering; software maintenance; EER diagram; domain ontology acquisition; forward engineering; information extraction rules; information structure; legacy systems; relational database; reverse engineering; semantic information; Data mining; Databases; Economic forecasting; Fuzzy systems; Humans; Information systems; Knowledge management; Logic; Ontologies; Reverse engineering; domain ontology; relational scheme; reverse engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3735-1
  • Type

    conf

  • DOI
    10.1109/FSKD.2009.526
  • Filename
    5359984