Part-Whole Reasoning in an Object-Centered Framework
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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
Autor*in
Patrick Lambrix
Themen in »Part-Whole Reasoning in an Object-Centered Framework«
Conceptual Structures Knowledge Representation Machine Learning Object Databases Object-Centered Frameworks Object-Oriented Reasoning description logics learning modeling object