9780792376569: Ontology Learning for the Semantic Web: 665
Rilegato
ISBN 10: 0792376560 ISBN 13: 9780792376569
Casa editrice: Springer-Verlag GmbH, 2002

Sinossi

Recently, the vision of a semantic web in which background knowledge is stored through the use of machine-processable metadata has been attained. Ontologies have shown to be the answer for structuring background knowledge by providing a formal and complex vocabulary of a particular domain that is shared by a group of people. The manual building of ontologies is a tedious task, which can easily result in a knowledge acquisition bottleneck. However, the success of the semantic web depends on the proliferation of ontologies, which requires that the engineering of ontologies be completed quickly and easily. This book explores techniques for applying knowledge discovery techniques to different web data sources (such as HTML documents, dictionaries, etc.), in order to support the task of engineering and maintaining ontologies. The approach of ontology learning proposed in this book includes a number of complementary disciplines that feed in different types of unstructured and semi-structured data. This data is necessary in order to support a semi-automatic ontology engineering process. This text is designed for researchers and developers of semantic web applications. It could also serve as a supplemental reference to advanced level courses in ontologies and the semantic web.

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Contenuti

List of Figures. List of Tables. Preface. Acknowledgements. Foreword; R. Studer. Part I: Fundamentals. 1. Introduction. 2. Ontology - Definition & Overview. 3. Layered Ontology Engineering. Part II: Ontology Learning for the Semantic Web. 4. Ontology Learning Framework. 5. Data Import & Processing. 6. Ontology Learning Algorithms. Part III: Implementation & Evaluation. 7. The Text-To-Onto Environment. 8. Evaluation. Part IV: Related Work & Outlook. 9. Related Work. 10. Conclusion & Outlook. References. Index.

Product Description

Book by Maedche Alexander

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer-Verlag GmbH
Data di pubblicazione
2002
Lingua
Inglese
ISBN 10 
0792376560
ISBN 13 
9780792376569
Rilegatura
Copertina rigida
Numero di pagine
276
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Heidelberg
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Germania

Altre edizioni note dello stesso titolo

9781461353072: Ontology Learning for the Semantic Web: 665

Edizione in evidenza

ISBN 10:  1461353076 ISBN 13:  9781461353072
Casa editrice: Springer, 2012
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