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LINGUIST List 23.3476

Mon Aug 20 2012

Books: Sentic Computing: Cambria, Hussain

Editor for this issue: Danniella Hornby <daniellalinguistlist.org>

Date: 20-Aug-2012
From: Jolanda Voogd <Jolanda.Voogdspringer.com>
Subject: Sentic Computing: Cambria, Hussain
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Title: Sentic Computing
Subtitle: Techniques, Tools, and Applications
Series Title: SpringerBriefs in Cognitive Computation
Published: 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)

See this book announcement on our website:
http://linguistlist.org/pubs/books/get-book.cfm?BookID=61797


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