Personalized Human-Computer Interaction (De Gruyter Textbook)

by: Wolfgang Augstein, Mirjam / Herder, Eelco / Wödl (Author)

Publisher: De Gruyter Oldenbourg

Publication Date: 23 Sept. 2019

Language: English

Print Length: 306 pages

ISBN-10: 3110552477

ISBN-13: 9783110552478

Book Description

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, leaing 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 conceing 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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