Sentic Computing. A Common-Sense-Based Framework for Concept-Level Sentiment Analysis.

Cambria, Erik; Hussain, Amir

ISBN 10: 3319236539 / ISBN 13: 9783319236537

Published by Cham, Springer., 2015

About this Item

xxii, 176 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Socio-Affective Computing 1. Sprache: Englisch.

Seller Inventory # 6686GB

Bibliographic Details

• Title: Sentic Computing. A Common-Sense-Based Framework for Concept-Level Sentiment Analysis.
• Publisher: Cham, Springer.
• Publication Date: 2015
• Language: English
• ISBN 10: 3319236539
• ISBN 13: 9783319236537
• Binding: Hardcover
• Seller catalogs:
  • Informatik

About this title

Synopsis

This volume presents a knowledge-based approach to concept-level sentiment analysis at the crossroads between affective computing, information extraction, and common-sense computing, which exploits both computer and social sciences to better interpret and process information on the Web.
Concept-level sentiment analysis goes beyond a mere word-level analysis of text in order to enable a more efficient passage from (unstructured) textual information to (structured) machine-processable data, in potentially any domain.
 
Readers will discover the following key novelties, that make this approach so unique and avant-garde, being reviewed and discussed:
•    Sentic Computing's multi-disciplinary approach to sentiment analysis-evidenced by the concomitant use of AI, linguistics and psychology for knowledge representation and inference
•    Sentic Computing’s shift from syntax to semantics-enabled by the adoption of the bag-of-concepts model instead of simply counting word co-occurrence frequencies in text
•    Sentic Computing's shift from statistics to linguistics-implemented by allowing sentiments to flow from concept to concept based on the dependency relation between clauses

This volume is the first in the Series Socio-Affective Computing edited by Dr Amir Hussain and Dr Erik Cambria and will be of interest to researchers in the fields of socially intelligent, affective and multimodal human-machine interaction andsystems.