23.3476, Books: Sentic Computing: Cambria, Hussain

Mon Aug 20 18:36:40 UTC 2012

LINGUIST List: Vol-23-3476. Mon Aug 20 2012. ISSN: 1069 - 4875.

Subject: 23.3476, Books: Sentic Computing: Cambria, Hussain

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Date: Mon, 20 Aug 2012 14:36:00
From: Jolanda Voogd [Jolanda.Voogd at springer.com]
Subject: Sentic Computing: Cambria, Hussain

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Title: Sentic Computing 
Subtitle: Techniques, Tools, and Applications 
Series Title: SpringerBriefs in Cognitive Computation  

Publication Year: 2012 
Publisher: Springer
	   http://www.springer.com

Book URL: http://www.springer.com/biomed/book/978-94-007-5069-2?changeHeader 

Author: Erik Cambria
Author: Amir Hussain

Paperback: ISBN:  9789400750692 Pages: 171 Price: Europe EURO 49.95

Abstract:

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. 

Linguistic Field(s): Computational Linguistics

Written In: English  (eng)

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