Sentic Computing: Techniques, Tools, and Applications: 2 (SpringerBriefs in Cognitive Computation) - Tapa blanda

Cambria, Erik; Hussain, Amir

 
9789400750692: Sentic Computing: Techniques, Tools, and Applications: 2 (SpringerBriefs in Cognitive Computation)
Tapa blanda
ISBN 10: 9400750692 ISBN 13: 9789400750692
Editorial: Springer, 2012

Sinopsis

In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to develop a novel intelligent engine for open-domain opinion mining and sentiment analysis. The proposed approach, termed sentic computing, performs a clause-level semantic analysis of text, which allows the inference of both the conceptual and emotional information associated with natural language opinions and, hence, a more efficient passage from (unstructured) textual information to (structured) machine-processable data.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

In this book common sense computing techniques are further developed and applied to bridge the semantic gap between word-level natural language data and the concept-level opinions conveyed by these. In particular, the ensemble application of graph mining and multi-dimensionality reduction techniques is exploited on two common sense knowledge bases to develop a novel intelligent engine for open-domain opinion mining and sentiment analysis. The proposed approach, termed sentic computing, performs a clause-level semantic analysis of text, which allows the inference of both the conceptual and emotional information associated with natural language opinions and, hence, a more efficient passage from (unstructured) textual information to (structured) machine-processable data.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
9400750692
ISBN 13 
9789400750692
Encuadernación
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Número de páginas
172
Contacto del fabricante
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Alemania

Otras ediciones populares con el mismo título

9789400750715: Sentic Computing: Techniques, Tools, and Applications

Edición Destacada

ISBN 10:  9400750714 ISBN 13:  9789400750715
Editorial: Springer, 2012
Tapa blanda