Part-Whole Reasoning in an Object-Centered Framework
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ISBN-13:
9783540672258
Veröffentl:
2000
Einband:
Paperback
Erscheinungsdatum:
23.02.2000
Seiten:
212
Autor:
Patrick Lambrix
Gewicht:
330 g
Format:
235x155x12 mm
Serie:
1771, Lecture Notes in Artificial Intelligence
Sprache:
Englisch
Beschreibung:
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.
Includes supplementary material: sn.pub/extras
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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