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Personalized Human-Computer Interaction
Paperback
Series: de Gruyter Textbook
Business GeneralGeneral Computers
Publisher Price: $115.99
ISBN13: 9783110999600
Publisher: de Gruyter Oldenbourg
Published: Aug 7 2023
Pages: 376
Weight: 1.32
Height: 0.78 Width: 6.69 Depth: 9.61
Language: English
Personalized and adaptive systems employ user models to adapt content, services, interaction or navigation to individual users' needs. User models can be inferred from implicitly observed information, such as the user's interaction history or current location, or from explicitly entered information, such as user profile data or ratings. Applications of personalization include item recommendation, location-based services, learning assistance and the tailored selection of interaction modalities.
With the transition from desktop computers to mobile devices and ubiquitous environments, the need for adapting to changing contexts is even more important. However, this also poses new challenges concerning privacy issues, user control, transparency, and explainability. In addition, user experience and other human factors are becoming increasingly important.
This book describes foundations of user modeling, discusses user interaction as a basis for adaptivity, and showcases several personalization approaches in a variety of domains, including music recommendation, tourism, and accessible user interfaces.
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