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Multimodal Agents for Ageing and Multicultural Societies - Communications of NII Shonan Meetings (Hardcover, 1st ed. 2021)
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Multimodal Agents for Ageing and Multicultural Societies - Communications of NII Shonan Meetings (Hardcover, 1st ed. 2021)
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This book aims to explore and discuss theories and technologies for
the development of socially competent and culture-aware embodied
conversational agents for elderly care. To tackle the challenges in
ageing societies, this book was written by experts who have a
background in assistive technologies for elderly care,
culture-aware computing, multimodal dialogue, social robotics and
synthetic agents. Chapter 1 presents a vision of an intelligent
agent to illustrate the current challenges for the design and
development of adaptive systems. Chapter 2 examines how notions of
trust and empathy may be applied to human-robot interaction and how
it can be used to create the next generation of emphatic agents,
which address some of the pressing issues in multicultural ageing
societies. Chapter 3 discusses multimodal machine learning as an
approach to enable more effective and robust modelling technologies
and to develop socially competent and culture-aware embodied
conversational agents for elderly care. Chapter 4 explores the
challenges associated with real-world field tests and deployments.
Chapter 5 gives a short introduction to socio-cognitive language
processing that describes the idea of coping with everyday
language, irony, sarcasm, humor, paralinguistic information such as
the physical and mental state and traits of the dialogue partner,
and social aspects. This book grew out of the Shonan Meeting
seminar entitled "Multimodal Agents for Ageing and Multicultural
Societies" held in 2018 in Japan. Researchers and practitioners
will be helped to understand the emerging field and the
identification of promising approaches from a variety of
disciplines such as human-computer interaction, artificial
intelligence, modelling, and learning.
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