Soft computing in ontologies and semantic web /

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Bibliographic Details
Imprint:	Berlin : Springer-Verlag, ©2006.
Description:	1 online resource (xi, 274 pages) : illustrations.
Language:	English
Series:	Studies in fuzziness and soft computing ; v. 204 Studies in fuzziness and soft computing ; v. 204.
Subject:	Soft computing. Ontologies (Information retrieval) Semantic Web. Fuzzy logic. Fuzzy logic. Ontologies (Information retrieval) Semantic Web. Soft computing.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/11068831

Hidden Bibliographic Details
Other authors / contributors:	Ma, Zongmin, 1965-
ISBN:	9783540334736 3540334734 3540334726 9783540334729
Notes:	Includes bibliographical references. Print version record.
Summary:	This book covers in a great depth the fast growing topic of tools, techniques and applications of soft computing (e.g., fuzzy logic, genetic algorithms, neural networks, rough sets, Bayesian networks, and other probabilistic techniques) in the ontologies and Semantic Web. How components of the Semantic Web (like the RDF, Description Logics, ontologies) can be covered with a soft computing focus is shown. The book aims to provide a single account of current studies in soft computing approaches to the ontologies and the Semantic Web. The objective of the book is to provide the state of the art information to researchers, practitioners, and graduate students of the Web intelligence, and at the same time serving the information technology professional faced with non-traditional applications that make the application of conventional approaches difficult or impossible.
Other form:	Print version: Soft computing in ontologies and semantic web. Berlin : Springer-Verlag, ©2006 3540334726 9783540334729

Table of Contents:

Probability in Ontologies and Semantic Web
BayesOWL: Uncertainty Modeling in Semantic Web Ontologies
Modeling Uncertainty in Semantic Web Taxonomies
A Probabilistic, Logic-Based Framework for Automated Web Directory Alignment
The SP Theory and the Representation and Processing of Knowledge
Fuzzy Logic in Ontologies and Semantic Web
Dynamic Services for Open Ambient Intelligence Systems
Development of Ontologies by the Lowest Common Abstraction of Terms Using Fuzzy Hypernym Chains
Beyond the Semantic Web: Fuzzy Logic-Based Web Intelligence
An Ontology-Based Method for User Model Acquisition
On Some Problems of Decision-Making Under Uncertainty in the Semantic Web
Automatic Thematic Categorization of Multimedia Documents using Ontological Information and Fuzzy Algebra.

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