Part-Whole Reasoning in an Object-Centered Framework [Paperback]

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.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.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.Springer Book ArchivesDE