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Ontology Learning for the Semantic Web, Hardcover by Maedche, Alexander, Like...
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- Ontology Learning for the Semantic Web, Hardcover by Maedche, Alexander, ISBN 0792376560, ISBN-13 9780792376569, Like New Used, Free shipping in the US
Based upon the idea of applying knowledge discovery to multiple data sources to support the task of developing and maintaining ontologies, this work describes an approach that combines ontology engineering with machine learning. After discussing the history of ontologies, as well as their engineering and embedding into applications for the Semantic Web, the author establishes a general framework for ontology learning for the Semantic Web and introduces a layered ontology engineering framework. The implementation and evaluation of the proposed framework is then discussed and existing works that have similarities to the task of ontology learning are reviewed (such as information retrieval, information extraction, and machine learning to databases). Annotation c. Book News, Inc., Portland, OR ()
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