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020 _a9783031549359
_9978-3-031-54935-9
024 7 _a10.1007/978-3-031-54935-9
_2doi
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050 4 _aQA76.9.A94
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_2thema
100 1 _aChen, Tin-Chih Toly.
_eauthor.
_0(orcid)0000-0002-5608-5176
_1https://orcid.org/0000-0002-5608-5176
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_973049
245 1 0 _aExplainable Ambient Intelligence (XAmI)
_h[electronic resource] :
_bExplainable Artificial Intelligence Applications in Smart Life /
_cby Tin-Chih Toly Chen.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aVI, 109 p. 80 illus., 58 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
505 0 _aAmbient 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.
520 _aThis 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. .
650 0 _aVirtual reality.
650 0 _aAugmented reality.
_966815
650 0 _aArtificial intelligence.
_958441
650 0 _aCooperating objects (Computer systems).
_964303
650 0 _aMedical care.
650 1 4 _aVirtual and Augmented Reality.
_966818
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aCyber-Physical Systems.
_965638
650 2 4 _aHealth Care.
_966563
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031549342
776 0 8 _iPrinted edition:
_z9783031549366
830 0 _aSpringerBriefs in Applied Sciences and Technology,
_x2191-5318
_965846
856 4 0 _uhttps://doi.org/10.1007/978-3-031-54935-9
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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