Exploitation in Context-Sensitive Affect Sensing from Improvisational Interaction

Zhang, Li (2012) Exploitation in Context-Sensitive Affect Sensing from Improvisational Interaction. In: Transactions on Edutainment VIII. Lecture Notes in Computer Science, 7220 . Springer, London, pp. 12-23. ISBN 978-3-642-31438-4

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Official URL: http://dx.doi.org/10.1007/978-3-642-31439-1_2

Abstract

Real time contextual affect sensing from open-ended multithreaded dialogue is challenging but essential for the building of effective intelligent user interfaces. In this paper, we focus on context-based affect detection using emotion modelling in personal and social communication context. It focuses on the prediction both of the improvisational mood of each character and emotional implication in direct related improvisational context during the creative improvisation. Evaluation results indicate that the new developments on contextual affect sensing enabled an affect inspired AI agent to outperform its previous version in affect sensing tasks.

Item Type: Book Section
Uncontrolled Keywords: affect sensing, multithreaded dialogue, improvisational interaction
Subjects: G700 Artificial Intelligence
Department: Faculties > Engineering and Environment > Computer Science and Digital Technologies
Depositing User: Sarah Howells
Date Deposited: 17 Aug 2012 09:42
Last Modified: 01 Mar 2017 14:56
URI: http://nrl.northumbria.ac.uk/id/eprint/8480

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