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.
Product Identifiers
Publisher
iOS Press
ISBN-13
9781586035235
eBay Product ID (ePID)
94923646
Product Key Features
Book Title
Ontology Learning from Text: Methods, Evaluation and Applications
Author
P. Buitelaar, P. Cimiano, B. Magnini
Format
Hardcover
Language
English
Topic
Popular Philosophy
Publication Year
2005
Number of Pages
178 Pages
Dimensions
Item Height
156mm
Item Width
234mm
Volume
V. 123
Item Weight
429g
Additional Product Features
Issn
0922-6389
Series Title
Frontiers in Artificial Intelligence and Applications