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. The book is supported by a website showing many ontologies, UML and other MDA-based models, and the transformations between them.
‘The book is equally suited to those who merely want to be informed of the relevant technological landscape, to practitioners dealing with concrete problems, and to researchers seeking pointers to potentially fruitful areas of research. The writing is technical yet clear and accessible, illustrated throughout with useful and easily digestible examples.’ from the Foreword by Bran Selic, IBM Rational Software, Canada.
‘I do not know another book that offers such a high quality insight into UML and ontologies.’ Steffen Staab, U Koblenz, Germany
Mục lục
Basics.- Knowledge Representation.- Ontologies.- The Semantic Web.- The Model Driven Architecture (MDA).- Modeling Spaces.- The Model Driven Architecture and Ontologies.- 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.- Applications.- Using UML Tools for Ontology Modeling.- An MDA Based Ontology Platform: AIR.- Examples of Ontology.
Giới thiệu về tác giả
Dragan Gaševic is a lecturer of Computer Science with the Military academy, Belgrade Serbia and Montenegro, as well as a researcher with the GOOD OLD AI research group, University of Belgrade. He has received his BS, MS, and Ph D degrees in computer science from the University of Belgrade in 2000, 2002, and 2004, respectively. His research interests mostly include Semantic Web, ontologies, MDA, and applications of artificial intelligence techniques to education.
Dragan Djuric is a Ph D candidate at FON – School of Business Administration, University of Belgrade, and also a researcher with the GOOD OLD AI research group. His interests mostly include Enterprise software architecture, Object-Oriented development, Java platform and Intelligent Information Systems.
Vladan Devedžic is an associate professor of computer science at the Department of Information Systems, FON – School of Business Administration, University of Belgrade, Serbia and Montenegro. He is also the head of the GOOD OLD AI research group. His main research interests include software engineering, intelligent systems, knowledge representation, ontologies, Semantic Web, intelligent reasoning, and applications of artificial intelligence techniques to education and medicine.
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