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Explainable Ambient Intelligence (XAmI)

Name: Explainable Ambient Intelligence (XAmI)
Brand: Springer, Berlin
SKU: 44743750
Price: 51.48 EUR
Availability: InStock
Author: Tin-Chih Toly Chen
ISBN: 9783031549342

Explainable Artificial Intelligence Applications in Smart Life

Tin-Chih Toly Chen

Language

English

Book Paperback

Libristo code: 44743750

Publishers Springer, Berlin, April 2024

This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introdu... Full description

Libristo code: 44743750

125 b

51.48 €

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This book systematically reviews the progress of Explainable Ambient Intelligence (XAmI) and introduces its methods, tools, and applications.Ambient intelligence (AmI) is a vision in which an environment supports the people inhabiting it in an unobtrusive, interconnected, adaptable, dynamic, embedded, and intelligent way. So far, artificial intelligence (AI) technologies have been widely applied in AmI. However, some advanced AI methods are not easy to understand or communicate, especially for users with insufficient background knowledge of AI, which undoubtedly limits the practicability of these methods. To address this issue, explainable AI (XAI) has been considered a viable strategy. Although XAI technologies and tools applied in other fields can also be applied to explain AI technology applications in AmI, users should be the main body in the application of AmI, which is slightly different from the application of AI technologies in other fields.This book contains real case studies of the application of XAml and is a valuable resource for students and researchers.