國立高雄大學圖資館 |

Language: English

Back

A human-centered perspective of intelligent personalized environments and systems

Record Type:	Electronic resources : Monograph/item
Title/Author:	A human-centered perspective of intelligent personalized environments and systemsedited by Bruce Ferwerda ... [et al.].
other author:	Ferwerda, Bruce.
Published:	Cham :Springer Nature Switzerland :2024.
Description:	xvi, 292 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	User-centered system design.
Online resource:	https://doi.org/10.1007/978-3-031-55109-3
ISBN:	9783031551093$q(electronic bk.)

A human-centered perspective of intelligent personalized environments and systems
A human-centered perspective of intelligent personalized environments and systems[electronic resource] /edited by Bruce Ferwerda ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xvi, 292 p. :ill. (some col.), digital ;24 cm. - Human-computer interaction series,2524-4477. - Human-computer interaction series..

Part I: Theory: Individual differences for intelligent personalized environments -- Human factors in user modeling for intelligent systems -- The role of human-centred ai in user modeling, adaptation, and personalization - Models, frameworks, and paradigms -- Fairness and explainability for enabling trust in AI systems -- Part II: Method: User models driven from human factors, inferred from data -- Transparent music preference modeling and recommendation with a model of human memory theory -- Personalization and individual differences in business data analytics -- Inferring Eudaimonia and Hedonia from digital traces -- Computational methods to infer human factors for adaptation and personalization using eye tracking -- Part III: Practice: The human factors in the center of applications and domains -- Coarse-grained detection for personalized online learning interventions -- Psychologically-informed design of energy recommender systems: Are nudges still effective in tailored choice environments?- Personalized persuasive technologies in health and wellness: From theory to practice.

This book investigates the potential of combining the more quantitative - data-driven techniques with the more qualitative - theory-driven approaches towards the design of user-centred intelligent systems. It seeks to explore the potential of incorporating factors grounded in psychological theory into adaptive/intelligent routines, mechanisms, technologies and innovations. It highlights models, methods and tools that are emerging from their convergence along with challenges and lessons learned. Special emphasis is placed on promoting original insights and paradigms with respect to latest technologies, current research trends, and innovation directions, e.g., incorporating variables derived from psychological theory and individual differences in adaptive intelligent systems so as to increase explainability, fairness, and transparency, and decrease bias during interactions while the control remains with the user.

ISBN: 9783031551093$q(electronic bk.)

Standard No.: 10.1007/978-3-031-55109-3doiSubjects--Topical Terms:

274536
User-centered system design.

LC Class. No.: QA76.9.H85

Dewey Class. No.: 004.21

A human-centered perspective of intelligent personalized environments and systems
LDR:03109nmm a2200337 a 4500 001 664483
003 DE-He213
005 20240501103349.0
006 m d
007 cr nn 008maaau
008 241219s2024 sz s 0 eng d
020 $a 9783031551093$q(electronic bk.)
020 $a 9783031551086$q(paper)
024 7 $a 10.1007/978-3-031-55109-3 $2 doi
035 $a 978-3-031-55109-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.H85
072 7 $a UYZ $2 bicssc
072 7 $a COM079010 $2 bisacsh
072 7 $a UYZ $2 thema
082 0 4 $a 004.21 $2 23
090 $a QA76.9.H85 $b H918 2024
245 0 2 $a A human-centered perspective of intelligent personalized environments and systems $h [electronic resource] / $c edited by Bruce Ferwerda ... [et al.].
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xvi, 292 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Human-computer interaction series, $x 2524-4477
505 0 $a Part I: Theory: Individual differences for intelligent personalized environments -- Human factors in user modeling for intelligent systems -- The role of human-centred ai in user modeling, adaptation, and personalization - Models, frameworks, and paradigms -- Fairness and explainability for enabling trust in AI systems -- Part II: Method: User models driven from human factors, inferred from data -- Transparent music preference modeling and recommendation with a model of human memory theory -- Personalization and individual differences in business data analytics -- Inferring Eudaimonia and Hedonia from digital traces -- Computational methods to infer human factors for adaptation and personalization using eye tracking -- Part III: Practice: The human factors in the center of applications and domains -- Coarse-grained detection for personalized online learning interventions -- Psychologically-informed design of energy recommender systems: Are nudges still effective in tailored choice environments?- Personalized persuasive technologies in health and wellness: From theory to practice.
520 $a This book investigates the potential of combining the more quantitative - data-driven techniques with the more qualitative - theory-driven approaches towards the design of user-centred intelligent systems. It seeks to explore the potential of incorporating factors grounded in psychological theory into adaptive/intelligent routines, mechanisms, technologies and innovations. It highlights models, methods and tools that are emerging from their convergence along with challenges and lessons learned. Special emphasis is placed on promoting original insights and paradigms with respect to latest technologies, current research trends, and innovation directions, e.g., incorporating variables derived from psychological theory and individual differences in adaptive intelligent systems so as to increase explainability, fairness, and transparency, and decrease bias during interactions while the control remains with the user.
650 0 $a User-centered system design. $3 274536
650 0 $a Human-computer interaction. $3 189333
650 1 4 $a User Interfaces and Human Computer Interaction. $3 274517
650 2 4 $a Cognitive Psychology. $3 273717
650 2 4 $a Intelligence Infrastructure. $3 920218
700 1 $a Ferwerda, Bruce. $3 977203
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Human-computer interaction series. $3 560059
856 4 0 $u https://doi.org/10.1007/978-3-031-55109-3
950 $a Computer Science (SpringerNature-11645)