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Model Driven Engineering and Ontology Development
Buch von Dragan Ga¿evic (u. a.)
Sprache: Englisch

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Beschreibung
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.
Gäevic and his co-authors try to fill this gap by detailing how to use model-driven engineering 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.
For this second edition, the descriptions of the related standards (like MOF, ODM, OCL, and OWL) have been revised and updated; new chapters introducing the basic principles of model-driven engineering, recent research results on metamodeling Semantic Web rule languages, an introduction to the Atlas Transformation Language (ATL) and its tool support, and, last but not least, many new examples have been added.
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.
Gäevic and his co-authors try to fill this gap by detailing how to use model-driven engineering 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.
For this second edition, the descriptions of the related standards (like MOF, ODM, OCL, and OWL) have been revised and updated; new chapters introducing the basic principles of model-driven engineering, recent research results on metamodeling Semantic Web rule languages, an introduction to the Atlas Transformation Language (ATL) and its tool support, and, last but not least, many new examples have been added.
Über den Autor

Dragan Gasevic is an assistant professor in the School of Computing and Information Systems at Athabasca University in Canada and an Adjunct Professor at Simon Fraser University in Canada. He is a recipient of Alberta Ingenuity's 2008 New Faculty Award. His research interests include semantic technologies, software language engineering, and learning technologies.

Dragan Djuric is an assistant professor of computer science at the Department of Software Engineering, FON - School of Business Administration, University of Belgrade, Serbia. He is also a memeber of the GOOD OLD AI research group. His main research interests include software engineering, web engineering, intelligent systems, knowledge representation, ontologies and the Semantic Web. Vladan Devedzic is a professor of computer science at the Department of Software Engineering, FON - School of Business Administration, University of Belgrade, Serbia. 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 healthcare.
Zusammenfassung

This book explains in detail how to use standards like MDA and UML for ontology development. It provides the first detailed description of OMG's upcoming ODM (Ontology Definition Metamodel) standard. This book fills a gap by covering the subject of MDA application for ontology development on the Semantic Web. The book is supported by a website showing many ontologies, UML and other MDA-based models, and the transformations between them. It 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, and is illustrated throughout with useful and easily digestible examples.

Inhaltsverzeichnis
Basics.- Knowledge Representation.- Ontologies.- The Semantic Web.- Model Driven Engineering.- Modeling Spaces.- Model Driven Engineering 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.- Modeling Tools and Ontology Development.- An MDA Based Ontology Platform: AIR.- Examples of Ontology.- Beyond the Ontology Definition Metamodel: Applications.
Details
Erscheinungsjahr: 2009
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xxi
378 S.
183 s/w Illustr.
378 p. 183 illus.
ISBN-13: 9783642002816
ISBN-10: 3642002811
Sprache: Englisch
Herstellernummer: 12622450
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Ga¿evic, Dragan
Djuric, Dragan
Deved¿ic, Vladan
Auflage: 2nd ed. 2009
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Maße: 241 x 160 x 26 mm
Von/Mit: Dragan Ga¿evic (u. a.)
Erscheinungsdatum: 18.05.2009
Gewicht: 0,764 kg
Artikel-ID: 101676746
Über den Autor

Dragan Gasevic is an assistant professor in the School of Computing and Information Systems at Athabasca University in Canada and an Adjunct Professor at Simon Fraser University in Canada. He is a recipient of Alberta Ingenuity's 2008 New Faculty Award. His research interests include semantic technologies, software language engineering, and learning technologies.

Dragan Djuric is an assistant professor of computer science at the Department of Software Engineering, FON - School of Business Administration, University of Belgrade, Serbia. He is also a memeber of the GOOD OLD AI research group. His main research interests include software engineering, web engineering, intelligent systems, knowledge representation, ontologies and the Semantic Web. Vladan Devedzic is a professor of computer science at the Department of Software Engineering, FON - School of Business Administration, University of Belgrade, Serbia. 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 healthcare.
Zusammenfassung

This book explains in detail how to use standards like MDA and UML for ontology development. It provides the first detailed description of OMG's upcoming ODM (Ontology Definition Metamodel) standard. This book fills a gap by covering the subject of MDA application for ontology development on the Semantic Web. The book is supported by a website showing many ontologies, UML and other MDA-based models, and the transformations between them. It 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, and is illustrated throughout with useful and easily digestible examples.

Inhaltsverzeichnis
Basics.- Knowledge Representation.- Ontologies.- The Semantic Web.- Model Driven Engineering.- Modeling Spaces.- Model Driven Engineering 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.- Modeling Tools and Ontology Development.- An MDA Based Ontology Platform: AIR.- Examples of Ontology.- Beyond the Ontology Definition Metamodel: Applications.
Details
Erscheinungsjahr: 2009
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xxi
378 S.
183 s/w Illustr.
378 p. 183 illus.
ISBN-13: 9783642002816
ISBN-10: 3642002811
Sprache: Englisch
Herstellernummer: 12622450
Ausstattung / Beilage: HC runder Rücken kaschiert
Einband: Gebunden
Autor: Ga¿evic, Dragan
Djuric, Dragan
Deved¿ic, Vladan
Auflage: 2nd ed. 2009
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Maße: 241 x 160 x 26 mm
Von/Mit: Dragan Ga¿evic (u. a.)
Erscheinungsdatum: 18.05.2009
Gewicht: 0,764 kg
Artikel-ID: 101676746
Warnhinweis