Model Driven Architecture and Ontology Development

  • 4h 53m
  • Dragan Djuric, Dragan Gaševic, Vladan Devedzic
  • Springer
  • 2006

Defining a formal domain ontology is generally considered a useful, not to say necessary step in almost every software project. This is because software deals with ideas rather than with self-evident physical artefacts. However, this development step is hardly ever done, as ontologies rely on well-defined and semantically powerful AI concepts such as description logics or rule-based systems, and most software engineers are largely unfamiliar with these.

Gaševic and his co-authors try to fill this gap by covering the subject of MDA application for ontology development on the Semantic Web. Part I of their book describes existing technologies, tools, and standards like XML, RDF, OWL, MDA, and UML. Part II presents the first detailed description of OMG’s new ODM (Ontology Definition Metamodel) initiative, a specification which is expected to be in the form of an OMG language like UML. Finally, Part III is dedicated to applications and practical aspects of developing ontologies using MDA-based languages.

In this Book

  • Foreword
  • Knowledge Representation
  • Ontologies
  • The Semantic Web
  • The Model Driven Architecture (MDA)
  • Modeling Spaces
  • Software Engineering Approaches to Ontology Development
  • The MDA-Based Ontology Infrastructure
  • The Ontology Definition Metamodel (ODM)
  • The Ontology UML Profile
  • Mappings of MDA-Based Languages and Ontologies
  • Using UML Tools for Ontology Modeling
  • An MDA Based Ontology Platform—AIR
  • Examples of Ontology
  • References
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