Sentic Computing: Techniques, Tools, and Applications

Cambria, Erik/ Hussain, Amir

ISBN 10: 9400750692 / ISBN 13: 9789400750692

Published by Springer Verlag, 2012

About this Item

1st edition. 153 pages. 9.00x6.50x0.50 inches. In Stock.

Seller Inventory # x-9400750692

Bibliographic Details

• Title: Sentic Computing: Techniques, Tools, and Applications
• Publisher: Springer Verlag
• Publication Date: 2012
• Language: English
• ISBN 10: 9400750692
• ISBN 13: 9789400750692
• Binding: Paperback
• Condition: Brand New

About this title

Synopsis

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.