• DocumentCode
    559995
  • Title

    A Building Method of XML Knowledge Base Using Domain Ontology

  • Author

    Li, Huayu ; Zhang, Xiaoming

  • Author_Institution
    Coll. of Comput. & Commun. Eng., China Univ. of Pet., Dongying, China
  • Volume
    3
  • fYear
    2011
  • fDate
    24-25 Sept. 2011
  • Firstpage
    256
  • Lastpage
    259
  • Abstract
    In order to make best use of massive oilfield XML data which is heterogeneous and distributed, we propose a semantic integration method of building XML Knowledge Base named XML-WeKB. In this method, XML schema is first mapped to a local-Ontology by series of extraction rules, and then XML data is converted into local-Ontology instances to fill XML-WeKB by executing a recursive transformation algorithm. Based on XML-WeKB, semantic query oriented global-Ontology can be achieved by means of building ontology mappings between global-Ontology and local-Ontology. As a data integration solution, it can integrate many XML files flexibly by creating respective mappings and transformation algorithms. Finally, we implement a prototype system which can effectively accomplish semantic interaction between different XML data and provide sufficient data support for decision making in oilfield production.
  • Keywords
    XML; data integration; knowledge based systems; oil technology; ontologies (artificial intelligence); XML knowledge base; XML schema; XML-WeKB; data integration; decision making; domain ontology; extraction rule; local-ontology instances; oilfield production; ontology map; recursive transformation algorithm; semantic integration method; semantic query oriented global-ontology; transformation algorithm; well engineering knowledge base; Data mining; Knowledge based systems; OWL; Ontologies; Production; Semantics; XML; XML Schema; domain ontology; well engineering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, Computer Engineering and Management Sciences (ICM), 2011 International Conference on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4577-1419-1
  • Type

    conf

  • DOI
    10.1109/ICM.2011.25
  • Filename
    6113632