A Human-Centered Perspective of Intelligent Personalized Environments and Systems

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 in...

সম্পূর্ণ বিবরণ

সংরক্ষণ করুন:
গ্রন্থ-পঞ্জীর বিবরন
সংস্থা লেখক: SpringerLink (Online service)
অন্যান্য লেখক: Ferwerda, Bruce (Editor), Graus, Mark (Editor), Germanakos, Panagiotis (Editor), Tkalčič, Marko (Editor)
বিন্যাস: বৈদ্যুতিক বৈদ্যুতিন গ্রন্থ
ভাষা:ইংরেজি
প্রকাশিত: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
সংস্করন:1st ed. 2024.
মালা:Human–Computer Interaction Series,
বিষয়গুলি:
অনলাইন ব্যবহার করুন:https://doi.org/10.1007/978-3-031-55109-3
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সূচিপত্রের সারণি:
  • 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.