• DocumentCode
    863849
  • Title

    Integrated approach to Web ontology learning and engineering

  • Author

    Missikoff, Michele ; Navigli, Roberto ; Velardi, Paola

  • Author_Institution
    Ist. di Analisi dei Sistemi ed Inf., CNR, Rome, Italy
  • Volume
    35
  • Issue
    11
  • fYear
    2002
  • Firstpage
    60
  • Lastpage
    63
  • Abstract
    Developing the Semantic Web, seeking to improve the semantic awareness of computers connected via the Internet, requires a systematic, computer-oriented world representation. Researchers often refer to such a model as an ontology. Despite the work done on them in recent years, ontologies have yet to be widely applied and used. Research has devoted only limited attention to such practical issues as techniques and tools aimed at an ontology´s actual construction and content. The authors have built a software environment, centered around the OntoLearn tool, which can build and assess a domain ontology for intelligent information integration within a virtual user community. OntoLearn has already been tested in two European projects, where it functioned as the basis for a semantic interoperability platform used by small- and medium-sized tourism enterprises. Further, developers can easily adapt OntoLearn to work with other general-purpose ontologies.
  • Keywords
    Internet; information resources; nomenclature; software agents; travel industry; Internet; OntoLearn tool; Semantic Web; Web ontology learning; intelligent information integration; semantic interoperability platform; tourism enterprises; virtual user community; Engineering management; Internet; Iterative methods; Knowledge representation; Machine learning; Ontologies; Semantic Web; Software tools; Terminology; Testing;
  • fLanguage
    English
  • Journal_Title
    Computer
  • Publisher
    ieee
  • ISSN
    0018-9162
  • Type

    jour

  • DOI
    10.1109/MC.2002.1046976
  • Filename
    1046976