Ontology Learning from Text: Methods, Evaluation and Applications (Frontiers in Artificial Intelligence and Applications, Vol. 123)

Ontology Learning from Text: Methods, Evaluation and Applications (Frontiers in Artificial Intelligence and Applications, Vol. 123) by P. Buitelaar, P. Cimiano, B. Magnini epub pdf fb2

Title: Ontology Learning from Text: Methods, Evaluation and Applications (Frontiers in Artificial Intelligence and Applications, Vol. 123)
Author: P. Buitelaar, P. Cimiano, B. Magnini
ISBN10: 1586035231
ISBN13: 978-1586035235
Publisher: IOS Press (July 1, 2005)
Language: English
Subcategory: Computer Science
Size PDF: 1867 kb
Size Fb2: 1519 kb
Rating: 5.0/5
Votes: 487
Pages: 180 pages
Other Format: lit azw azw mobi

Ontology Learning from Text: Methods, Evaluation and Applications (Frontiers in Artificial Intelligence and Applications, Vol. 123) by P. Buitelaar, P. Cimiano, B. Magnini


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This volume brings together ontology learning, knowledge acquisition and other related topics. It presents current research in ontology learning, addressing three perspectives. The first perspective looks at methodologies that have been proposed to automatically extract information from texts and to give a structured organization to such knowledge, including approaches based on machine learning techniques. Then there are evaluation methods for ontology learning, aiming at defining procedures and metrics for a quantitative evaluation of the ontology learning task; and finally application scenarios that make ontology learning a challenging area in the context of real applications such as bio-informatics. According to the three perspectives mentioned above, the book is divided into three sections, each including a selection of papers addressing respectively the methods, the applications and the evaluation of ontology learning approaches.

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