(DOWNLOAD) "Sentic Computing" by Erik Cambria & Amir Hussain * eBook PDF Kindle ePub Free

📘 Read Now     📥 Download

eBook details

• Title: Sentic Computing
• Author : Erik Cambria & Amir Hussain
• Release Date : January 11, 2015
• Genre: Neuroscience,Books,Professional & Technical,Medical,Computers & Internet,Databases,Education,Language Arts & Disciplines,Health, Mind & Body,Psychology,
• Pages : * pages
• Size : 4089 KB

Description

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.

Free Download "Sentic Computing" PDF ePub Kindle