03649nam a22005895i 4500 978-3-031-54935-9 DE-He213 20251030111721.0 cr nn 008mamaa 240314s2024 sz | s |||| 0|eng d 9783031549359 978-3-031-54935-9 10.1007/978-3-031-54935-9 doi QA76.9.V5 QA76.9.A94 UYV bicssc COM057000 bisacsh UYV thema UYW thema Chen, Tin-Chih Toly. author. (orcid)0000-0002-5608-5176 https://orcid.org/0000-0002-5608-5176 aut http://id.loc.gov/vocabulary/relators/aut 73049 Explainable Ambient Intelligence (XAmI) [electronic resource] : Explainable Artificial Intelligence Applications in Smart Life / by Tin-Chih Toly Chen. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. VI, 109 p. 80 illus., 58 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda SpringerBriefs in Applied Sciences and Technology, 2191-5318 Ambient Intelligence (AmI) -- Explainable Artificial Intelligence (XAI) with Applications -- Towards Explainable Ambient Intelligence (XAmI) -- XAmI Applications to Location-aware Service -- XAmI Applications to Telemedicine and Telecare -- XAmI Applications in Smart Home -- XAmI Applications in Smart Factory. 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. . Virtual reality. Augmented reality. 66815 Artificial intelligence. 58441 Cooperating objects (Computer systems). 64303 Medical care. Virtual and Augmented Reality. 66818 Artificial Intelligence. 58441 Cyber-Physical Systems. 65638 Health Care. 66563 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031549342 Printed edition: 9783031549366 SpringerBriefs in Applied Sciences and Technology, 2191-5318 65846 https://doi.org/10.1007/978-3-031-54935-9 ZDB-2-SCS ZDB-2-SXCS 58333 58333