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Emotion Modeling - Towards Pragmatic Computational Models of Affective Processes (Paperback, 2014 ed.)
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Emotion Modeling - Towards Pragmatic Computational Models of Affective Processes (Paperback, 2014 ed.)
Series: Lecture Notes in Computer Science, 8750
Expected to ship within 18 - 22 working days
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Emotion modeling has been an active area of research for almost two
decades now. In spite of the growing and diverse body of work in
emotion modeling, designing and developing emotion models remains
an art, with few standards and systematic guidelines available to
guide the design process, and to validate the resulting models.
This state-of-the-art volume includes extended versions of eight
papers presented at two workshops: Standards in Emotion Modeling,
SEM 2011, held in Leiden, The Netherlands, in August 2011, which
focused on the challenges, progress and open questions regarding
emotion modeling standards, and Emotional and Empathic Agents, EEA
2012, held in conjunction with AAMAS 2012, in Valencia, Spain, in
June 2012, which focused on strategies for reducing the complexity
of affective models and model re-use. The papers have been
organized into two sections: generic models and frameworks, and
evaluations of specific models. They represent a sampling of the
current efforts toward the development of more systematic methods
for emotion modeling, toward the development of standards in
emotion model design and validation, and toward more pragmatic
approaches to model development, including model component sharing
and re-use. The topics range from efforts to define minimum
functionalities for agent emotion models and provide tools for
systematic comparisons of alternative approaches through approaches
to integrating multiple processing levels within an agent
architecture to papers exploring the best means of generating
empathy and supportive behavior in virtual agents and attempts to
address the requirements for realistic modeling of affective
expressions across multiple types of social interaction
(individual, group and cultural).
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