{"product_id":"9783319795164","title":"Socio-Affective Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis","description":"\u003ch1\u003eSocio-Affective Computing: A Common-Sense-Based Framework for Concept-Level Sentiment Analysis\u003c\/h1\u003e \u003ch2\u003eCambria, Erik; Hussain, Amir\u003c\/h2\u003e \u003cp\u003eThis 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. \u003cbr\u003eConcept-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.\u003cbr\u003e \u003cbr\u003eReaders will discover the following key novelties, that make this approach so unique and avant-garde, being reviewed and discussed:\u003cbr\u003e•    Sentic Computing's multi-disciplinary approach to sentiment analysis-evidenced by the concomitant use of AI, linguistics and psychology for knowledge representation and inference\u003cbr\u003e•    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\u003cbr\u003e•    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\u003cbr\u003e\u003cbr\u003eThis 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2019-03-21\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319795164\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-23654-4\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 176\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47679888523404,"sku":"9783319795164","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319795164.jpg?v=1776574330","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319795164","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}