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

Erik Cambria,Amir Hussain

Sentic Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis
Format
Hardback
Publisher
Springer International Publishing AG
Country
Switzerland
Published
18 December 2015
Pages
176
ISBN
9783319236537

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

Erik Cambria,Amir Hussain

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 and systems.

This item is not currently in-stock. It can be ordered online and is expected to ship in approx 4 weeks

Our stock data is updated periodically, and availability may change throughout the day for in-demand items. Please call the relevant shop for the most current stock information. Prices are subject to change without notice.

Sign in or become a Readings Member to add this title to a wishlist.