Contextual affect sensing and metaphor interpretation

Zhang, Li and Hossain, Alamgir (2012) Contextual affect sensing and metaphor interpretation. Entertainment Computing, 3 (3). pp. 81-88. ISSN 1875-9521

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Official URL: http://dx.doi.org/10.1016/j.entcom.2011.12.002

Abstract

Sensing social representations (e.g. relationships and common interests) of a conversation and recognizing affect and metaphor from context are challenging but essential for the building of an intelligent agent with emotion and social intelligence. In this paper, we report contextual affect detection based on emotion modeling of personal and social improvisational context. We also discuss cooking and sensory metaphor (including temperature, light, taste, and smell metaphors) interpretation. The overall affect sensing model has been embedded in an AI agent interacting with human users. The evaluation results indicated that the new development made the AI agent perform generally better in improvisational interaction.

Item Type: Article
Uncontrolled Keywords: Contextual affect sensing, metaphor interpretation, drama improvisation and intelligent agents
Subjects: G700 Artificial Intelligence
Department: Faculties > Engineering and Environment > Computer Science and Digital Technologies
Depositing User: Sarah Howells
Date Deposited: 17 Aug 2012 09:45
Last Modified: 10 Aug 2015 11:16
URI: http://nrl.northumbria.ac.uk/id/eprint/8481

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