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

Cambria, Erik, Hussain, Amir

ISBN 10: 9400750692 / ISBN 13: 9789400750692

Published by Springer, 2012

About this Item

171 pp., paperback, new. - If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country.

Seller Inventory # ZB1315219

Bibliographic Details

• Title: Sentic Computing: Techniques, Tools, and Applications (SpringerBriefs in Cognitive Computation, 2)
• Publisher: Springer
• Publication Date: 2012
• Language: English
• ISBN 10: 9400750692
• ISBN 13: 9789400750692
• Binding: Soft cover
• Condition: 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.