Soft Computing in Ontologies and Semantic Web

本书深入探讨了软计算技术(如模糊逻辑、遗传算法、神经网络等)在本体论和语义网领域的工具、技术和应用。书中详细介绍了如何将这些软计算方法应用于语义网的关键组成部分,例如RDF和描述逻辑,并为研究人员、实践者及研究生提供了一个全面的视角。

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Soft Computing in Ontologies and Semantic Web
by Zongmin Ma, (Studies in Fuzziness and Soft Computing)
Springer | ISBN-10: 3540334726 | Year:2006 |488 Pages | Pdf | 3 MB

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.


 
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