This book systematically reviews the progress of Explainable Ambient Intelligence (XAm I) and introduces its methods, tools, and applications.
Ambient intelligence (Am I) 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 Am I. 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 Am I, users should be the main body in the application of Am I, which is slightly different from the application of AI technologies in other fields.
This book containsreal case studies of the application of XAml and is a valuable resource for students and researchers.
Tabella dei contenuti
Ambient Intelligence (Am I).- Explainable Artificial Intelligence (XAI) with Applications.- Towards Explainable Ambient Intelligence (XAm I).- XAm I Applications to Location-aware Service.- XAm I Applications to Telemedicine and Telecare.- XAm I Applications in Smart Home.- XAm I Applications in Smart Factory.
Circa l’autore
Dr. Tin-Chih Toly Chen has guest edited several special issues on Am I and AI for journals including Journal of Ambient Intelligence and Humanized Computing, Health Care Management Science, Fuzzy Sets and Systems, Operations Research, and International Journal of Intelligent Systems. He has also published papers on AI applications to Am I in journals such as Journal of Ambient Intelligence and Humanized Computing, Health Care Management Science, Operations Research, Digital Health, Complex & Intelligent Systems, etc.
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