Sentic Computing

A Common-Sense-Based Framework for Concept-Level Sentiment Analysis

Nonfiction, Health & Well Being, Medical, Specialties, Internal Medicine, Neuroscience, Computers, Database Management, Science & Nature, Science
Cover of the book Sentic Computing by Erik Cambria, Amir Hussain, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Erik Cambria, Amir Hussain ISBN: 9783319236544
Publisher: Springer International Publishing Publication: December 11, 2015
Imprint: Springer Language: English
Author: Erik Cambria, Amir Hussain
ISBN: 9783319236544
Publisher: Springer International Publishing
Publication: December 11, 2015
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Excipient Applications in Formulation Design and Drug Delivery by Erik Cambria, Amir Hussain
Cover of the book An Introduction to the Kähler-Ricci Flow by Erik Cambria, Amir Hussain
Cover of the book Chemistry and Technology of Yoghurt Fermentation by Erik Cambria, Amir Hussain
Cover of the book Capitalism and Its Legitimacy in Times of Crisis by Erik Cambria, Amir Hussain
Cover of the book Global LAnd Surface Satellite (GLASS) Products by Erik Cambria, Amir Hussain
Cover of the book Applications of Elliptic Carleman Inequalities to Cauchy and Inverse Problems by Erik Cambria, Amir Hussain
Cover of the book Introduction to Uncertainty Quantification by Erik Cambria, Amir Hussain
Cover of the book Holocaust Education in Primary Schools in the Twenty-First Century by Erik Cambria, Amir Hussain
Cover of the book Radiology Fundamentals by Erik Cambria, Amir Hussain
Cover of the book Using Modeling to Predict and Prevent Victimization by Erik Cambria, Amir Hussain
Cover of the book Human Mental Workload: Models and Applications by Erik Cambria, Amir Hussain
Cover of the book Physical Chemistry from a Different Angle by Erik Cambria, Amir Hussain
Cover of the book Nonlinear Hamiltonian Mechanics Applied to Molecular Dynamics by Erik Cambria, Amir Hussain
Cover of the book History and Evolution of Concepts in Physics by Erik Cambria, Amir Hussain
Cover of the book International Handbook of Occupational Therapy Interventions by Erik Cambria, Amir Hussain
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy