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Titlebook: Soft Computing in Ontologies and Semantic Web; Zongmin Ma Book 2006 Springer-Verlag Berlin Heidelberg 2006 Alignment.Bayesian network.Web

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发表于 2025-3-21 18:42:53 | 显示全部楼层 |阅读模式
书目名称Soft Computing in Ontologies and Semantic Web
编辑Zongmin Ma
视频video
概述Useful guide for researchers, practitioners, and graduate students in all aspects of Web intelligence.Integrate soft computing technologies and ontologies and Semantic Web together
丛书名称Studies in Fuzziness and Soft Computing
图书封面Titlebook: Soft Computing in Ontologies and Semantic Web;  Zongmin Ma Book 2006 Springer-Verlag Berlin Heidelberg 2006 Alignment.Bayesian network.Web
描述.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. .
出版日期Book 2006
关键词Alignment; Bayesian network; Web Intelligence; algorithms; fuzzy; fuzzy logic; genetic algorithms; intellig
版次1
doihttps://doi.org/10.1007/978-3-540-33473-6
isbn_softcover978-3-642-07010-5
isbn_ebook978-3-540-33473-6Series ISSN 1434-9922 Series E-ISSN 1860-0808
issn_series 1434-9922
copyrightSpringer-Verlag Berlin Heidelberg 2006
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Zongmin MaUseful guide for researchers, practitioners, and graduate students in all aspects of Web intelligence.Integrate soft computing technologies and ontologies and Semantic Web together
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978-3-642-07010-5Springer-Verlag Berlin Heidelberg 2006
发表于 2025-3-22 10:45:08 | 显示全部楼层
Soft Computing in Ontologies and Semantic Web978-3-540-33473-6Series ISSN 1434-9922 Series E-ISSN 1860-0808
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A Probabilistic, Logic-Based Framework for Automated Web Directory AlignmentDifferent components are combined for finding suitable mapping candidates (together with their weights), and the set of rules with maximum matching probability is selected. Our system oPLMap with different variants has been evaluated on a large test set.
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Development of Ontologies by the Lowest Common Abstraction of Terms Using Fuzzy Hypernym Chainseneralizations and the unsupervised construction of a fuzzy concept hierarchy is presented. The algorithm presented is a prototype and will be followed by future research concentrated on efficiency improvements.
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