UID:
almafu_9961219732702883
Format:
1 online resource (XIV, 362 p.)
ISBN:
9783110988567
Series Statement:
De Gruyter Textbook
Content:
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.
Note:
Frontmatter --
,
Introduction --
,
Contents --
,
List of Contributing Authors --
,
Part I: Foundations of personalization --
,
1 Theory-grounded user modeling for personalized HCI --
,
2 User-centered recommender systems --
,
3 Fairness of information access systems --
,
Part II: User input and feedback --
,
4 Personalization and user modeling for interaction processes --
,
5 How to use socio-emotional signals for adaptive training --
,
6 Explanations and user control in recommender systems --
,
7 Feedback loops and mutual reinforcement in personalized interaction --
,
Part III: Personalization purposes and goals --
,
8 Personalizing the user interface for people with disabilities --
,
9 Personalized persuasion for behavior change --
,
10 Personalization approaches for remote collaborative interaction --
,
Part IV: Personalization domains --
,
11 Listener awareness in music recommender systems: directions and current trends --
,
12 Tourist trip recommendations – foundations, state of the art and challenges --
,
13 Pictures as a tool for matching tourist preferences with destinations --
,
Index
,
Issued also in print.
,
In English.
Additional Edition:
ISBN 9783110988772
Additional Edition:
ISBN 9783110999600
Language:
English
DOI:
10.1515/9783110988567
URL:
https://doi.org/10.1515/9783110988567
URL:
https://www.degruyter.com/isbn/9783110988567
URL:
https://doi.org/10.1515/9783110988567
URL:
https://www.degruyter.com/isbn/9783110988567
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