A Human-Centered Perspective of Intelligent Personalized Environments and Systems
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Beschreibung
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.
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.
Combines theory- and data-driven approaches to user-centered intelligent systems Gives practical insights for the design and development of personalized applications in various contexts Discusses challenges and methods of creating inclusive user models, personalized components, and interfaces
Autor*in
Bruce Ferwerda
Themen in »A Human-Centered Perspective of Intelligent Personalized Environments and Systems«
Adaptation Personalization User Modeling Human Factors Computational Intelligence Intelligent Systems Human Cognition Human-centred AI Persuasive Health Interventions