國立高雄大學圖資館 |

Language: English

Back

Explainable ambient intelligence (XAmI)explainable artificial intelligence applications in smart life /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Explainable ambient intelligence (XAmI)by Tin-Chih Toly Chen.
Reminder of title:	explainable artificial intelligence applications in smart life /
Author:	Chen, Tin-Chih Toly.
Published:	Cham :Springer Nature Switzerland :2024.
Description:	vi, 109 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Ambient intelligence.
Online resource:	https://doi.org/10.1007/978-3-031-54935-9
ISBN:	9783031549359$q(electronic bk.)

Explainable ambient intelligence (XAmI)explainable artificial intelligence applications in smart life /
Chen, Tin-Chih Toly.

Explainable ambient intelligence (XAmI)explainable artificial intelligence applications in smart life /[electronic resource] :by Tin-Chih Toly Chen. - Cham :Springer Nature Switzerland :2024. - vi, 109 p. :ill. (some col.), digital ;24 cm. - SpringerBriefs in applied sciences and technology,2191-5318. - SpringerBriefs in applied sciences and technology..

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.

ISBN: 9783031549359$q(electronic bk.)

Standard No.: 10.1007/978-3-031-54935-9doiSubjects--Topical Terms:

256947
Ambient intelligence.

LC Class. No.: QA76.9.A48

Dewey Class. No.: 004.019

Explainable ambient intelligence (XAmI)explainable artificial intelligence applications in smart life /
LDR:02536nmm a2200349 a 4500 001 664397
003 DE-He213
005 20240315115735.0
006 m d
007 cr nn 008maaau
008 241219s2024 sz s 0 eng d
020 $a 9783031549359$q(electronic bk.)
020 $a 9783031549342$q(paper)
024 7 $a 10.1007/978-3-031-54935-9 $2 doi
035 $a 978-3-031-54935-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.A48
072 7 $a UYV $2 bicssc
072 7 $a COM057000 $2 bisacsh
072 7 $a UYV $2 thema
072 7 $a UYW $2 thema
082 0 4 $a 004.019 $2 23
090 $a QA76.9.A48 $b C518 2024
100 1 $a Chen, Tin-Chih Toly. $3 866761
245 1 0 $a Explainable ambient intelligence (XAmI) $h [electronic resource] : $b explainable artificial intelligence applications in smart life / $c by Tin-Chih Toly Chen.
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a vi, 109 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a SpringerBriefs in applied sciences and technology, $x 2191-5318
505 0 $a 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.
520 $a 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.
650 0 $a Ambient intelligence. $3 256947
650 1 4 $a Virtual and Augmented Reality. $3 922361
650 2 4 $a Cyber-Physical Systems. $3 919034
650 2 4 $a Health Care. $3 913433
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a SpringerBriefs in applied sciences and technology. $3 557662
856 4 0 $u https://doi.org/10.1007/978-3-031-54935-9
950 $a Computer Science (SpringerNature-11645)