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Computational Methods for Affect Detection from Natural Language on Hardback by Alexandra Balahur-Dobrescu
Computational Methods for Affect Detection from Natural Language on Hardback by Alexandra Balahur-Dobrescu
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Computational Methods for Affect Detection from Natural Language

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Description

A broad overview of natural language processing in affective computing is given by this title. Its goal is to familiarize the reader with current approaches in affective computing as well as the most relevant concepts related to this field (affect, sentiment, subjectivity and others). Research in human affect has a long established tradition in social sciences - Philosophy, Psychology, Socio-psychology, Cognitive Science, Pragmatics, Marketing, Communication. The study of affect from a computational point of view is a recent field in Artificial Intelligence, denominated “Affective Computing”. Despite the novelty of the subject, the volume and importance of research in automatic human affect recognition, classification and simulation has been constantly growing in the past decades, leading to the development of further sub-areas of research. One of these directions deals with the study of automatic affect treatment from text, in the Artificial Intelligence area of Natural Language Processing. In this context, different tasks have been developed, from emotion detection, subjectivity analysis, opinion mining to sentiment analysis and appraisal analysis.
Release date NZ
August 11th, 2024
Audience
  • Professional & Vocational
Edition
1st ed. 2024
Illustrations
250 p.
Pages
250
ISBN-13
9783319006017
Product ID
21366357

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