{"product_id":"sentic-computing-von-erik-cambria-und-amir-hussain","title":"Sentic Computing","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. \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\n                \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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319236537\"\u003e\u003ch3\u003eA Common-Sense-Based Framework for Concept-Level Sentiment Analysis\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319795164\"\u003e\u003ch3\u003eA Common-Sense-Based Framework for Concept-Level Sentiment Analysis\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783319236537","offer_id":39837170499677,"sku":"9783319236537","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783319795164","offer_id":39617651343453,"sku":"9783319795164","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/f31961d1-58c4-430f-ad1f-0ac2c5be236c.jpg?v=1775798426","url":"https:\/\/shop.autorenwelt.de\/products\/sentic-computing-von-erik-cambria-und-amir-hussain","provider":"Autorenwelt Shop","version":"1.0","type":"link"}