:

product description page

Sentic Computing : A Common-sense-based Framework for Concept-level Sentiment Analysis (Hardcover) (Erik

Sentic Computing : A Common-sense-based Framework for Concept-level Sentiment Analysis (Hardcover) (Erik - image 1 of 1

About this item

?This volume is 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 and Semantic Web techniques, 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 clausesThis 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.
Number of Pages: 300
Genre: Medical, Computers + Internet, Language + Art + Disciplines
Sub-Genre: Neuroscience, Database Management / Data Mining
Series Title: Socio-affective Computing
Format: Hardcover
Publisher: Springer Verlag
Author: Erik Cambria & Amir Hussain
Language: English
Street Date: December 18, 2015
TCIN: 50670182
UPC: 9783319236537
Item Number (DPCI): 248-10-0997
If the item details above aren’t accurate or complete, we want to know about it. Report incorrect product info.

Guest reviews

Prices, promotions, styles and availability may vary by store & online. See our price match guarantee. See how a store is chosen for you.