Semantic Web Technologies: Trends and Research in Ontology-based Systems

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John Davies, Rudi Studer, Paul Warren
John Wiley & Sons, May 1, 2006 - Technology & Engineering - 326 pages
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The Semantic Web combines the descriptive languages RDF (Resource Description Framework) and OWL (Web Ontology Language), with the data-centric, customizable XML (eXtensible Mark-up Language) to provide descriptions of the content of Web documents. These machine-interpretable descriptions allow more intelligent software systems to be written, automating the analysis and exploitation of web-based information.

Software agents will be able to create automatically new services from already published services, with potentially huge implications for models of e-Business.

Semantic Web Technologies provides a comprehensive overview of key semantic knowledge technologies and research. The authors explain (semi-)automatic ontology generation and metadata extraction in depth, along with ontology management and mediation. Further chapters examine how Semantic Web technology is being applied in knowledge management (“Semantic Information Access”) and in the next generation of Web services.

Semantic Web Technologies:

  • Provides a comprehensive exposition of the state-of-the art in Semantic Web research and key technologies.
  • Explains the use of ontologies and metadata to achieve machine-interpretability.
  • Describes methods for ontology learning and metadata generation.
  • Discusses ontology management and evolution, covering ontology change detection and propagation, ontology dependency and mediation.
  • Illustrates the theoretical concepts with three case studies on industrial applications in digital libraries, the legal sector and the telecommunication industry.

Graduate and advanced undergraduate students, academic and industrial researchers in the field will all find Semantic Web Technologies an essential guide to the technologies of the Semantic Web.

 

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Contents

1 Introduction
1
2 Knowledge Discovery for Ontology Construction
9
3 Semantic Annotation and Human Language Technology
29
4 Ontology Evolution
51
Framework Prototype and Experiment
71
6 Ontology Mediation Merging and Aligning
95
7 Ontologies for Knowledge Management
115
8 Semantic Information Access
139
9 Ontology Engineering Methodologies
171
10 Semantic Web Services Approaches and Perspectives
191
11 Applying Semantic Technology to a Digital Library
237
A Legal Case Study
259
13 A Semantic ServiceOriented Architecture for the Telecommunications Industry
281
14 Conclusion and Outlook
301
Index
309
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About the author (2006)

Dr John Davies leads the Next Generation Web research group at BT. Current interests focus on the application of semantic web technology to knowledge management and semantic web services. John is industrial chair of the Semantic Web Services Initiative, co-organiser of the European Semantic Web Conference series and Project Director of the SEKT EU integrated project (Semantically-Enabled Knowledge Technologies). He has written and edited many papers and books in related areas.

Rudi Studer is Professor at Institute of Applied Informatics and Formal Description Methods, University of Karlsruhe. His research spans the fields of business intelligence, e-learning, knowledge discovery and management, ontology-based knowledge management systems and the semantic web. He has authored numerous journal and conference papers on these topics.

Paul Warren works in BT's Next Generation Web research group, where he is SEKT project manager and also responsible for the project's exploitation strategy. Paul has published widely on technology management, technology foresight, and recently the application of the Semantic Web.

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