Part-whole reasoning in an object-centered framework

Patrick Lambrix

In this book, the author develops an object-centered framework with specialized support of the part-of relation based on description logics. These logics are a family of object-centered knowledge representation languages tailored for describing knowledge about concepts and is-a hierarchies of these concepts. In addition to the representation and reasoning facilities provided by description logics for is-a, representation and reasoning facilities are introduced for part-of. Finally, the feasibility and the usefulness of the approach is demonstrated by applying the framework to various areas including domain modeling, agent-oriented scenarios, document management and retrieval, and composite concept learning.

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[目次]

  • Background.- Description Logics.- Composite Objects.- Part-of in Description Logics.- Theory.- A Framework for Part-of Reasoning in Description Logics.- Extending the Framework.- Comparison of the Framework with Other Approaches.- Application Areas.- Domain Modeling in an Agent-Oriented Application.- Document Management.- Learning Composite Concepts.- Application.- Document Search Using Content, Structure and Properties.- Conclusion.- Conclusion.

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この本の情報

書名 Part-whole reasoning in an object-centered framework
著作者等 Lambrix Patrick
シリーズ名 Lecture notes in computer science
出版元 Springer
刊行年月 c2000
ページ数 xii, 194 p.
大きさ 24 cm
ISBN 3540672257
NCID BA45723966
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言語 英語
出版国 ドイツ
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