Faceted Lightweight Ontologies: A Formalization and Some Experiments: Advantages, Formalization, Experiments - Tapa blanda

Farazi, Mohammad Shahjahan Feroz

 
9783843352383: Faceted Lightweight Ontologies: A Formalization and Some Experiments: Advantages, Formalization, Experiments
Tapa blanda
ISBN 10: 3843352380 ISBN 13: 9783843352383
Editorial: LAP LAMBERT Academic Publishing, 2010

Sinopsis

A lightweight ontology is an ontology representing a backbone taxonomy where the concept of the child node is more specific than the concept of the parent node. Formal lightweight ontologies can be generated from their informal ones. The key applications of formal lightweight ontologies are document classification, semantic search, and data integration. However, these applications suffer from the following problems: the disambiguation accuracy of the state of the art NLP tools used in generating formal lightweight ontologies from their informal ones; the lack of background knowledge needed for the formal lightweight ontologies; and the limitation of ontology reuse. This book describes a solution to these problems in formal lightweight ontologies; namely, faceted lightweight ontology (FLO). A detailed description -- of some experiments conducted in building an FLO on geographical domain, and of an XML like language called C-XML developed for representing FLO, is provided.

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Reseña del editor

A lightweight ontology is an ontology representing a backbone taxonomy where the concept of the child node is more specific than the concept of the parent node. Formal lightweight ontologies can be generated from their informal ones. The key applications of formal lightweight ontologies are document classification, semantic search, and data integration. However, these applications suffer from the following problems: the disambiguation accuracy of the state of the art NLP tools used in generating formal lightweight ontologies from their informal ones; the lack of background knowledge needed for the formal lightweight ontologies; and the limitation of ontology reuse. This book describes a solution to these problems in formal lightweight ontologies; namely, faceted lightweight ontology (FLO). A detailed description -- of some experiments conducted in building an FLO on geographical domain, and of an XML like language called C-XML developed for representing FLO, is provided.

Biografía del autor

Feroz Farazi, PhD: Studied Computer Science at the University of Trento (UNITN), Italy. Postdoctoral researcher at UNITN. Held positions earlier at the University of Chittagong, Bangladesh and at Shahjalal University of Science and Technology, Bangladesh.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2010
Idioma
Inglés
ISBN 10 
3843352380
ISBN 13 
9783843352383
Encuadernación
Tapa blanda
Número de páginas
184
Contacto del fabricante
no disponible
Persona responsable
no disponible