Sentic Computing: Techniques, Tools, and Applications: 2 - Brossura

Cambria, Erik; Hussain, Amir

 
9789400750692: Sentic Computing: Techniques, Tools, and Applications: 2
Brossura
ISBN 10: 9400750692 ISBN 13: 9789400750692
Casa editrice: Springer, 2012

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Dalla quarta di copertina

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.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
9400750692
ISBN 13 
9789400750692
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
172
Contatto del produttore
ProductSafety@springernature.com
ProductSafety@springernature.com

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Darmstadt
64293
Germania

Altre edizioni note dello stesso titolo

9789400750715: Sentic Computing: Techniques, Tools, and Applications

Edizione in evidenza

ISBN 10:  9400750714 ISBN 13:  9789400750715
Casa editrice: Springer, 2012
Brossura