Group Recommender Systems
An Introduction
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Beschreibung
This book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead of single users. In this context, the authors present different related techniques and applications. The book includes in-depth summaries of group recommendation algorithms, related industrial applications, different aspects of preference construction and explanations, user interface aspects of group recommender systems, and related psychological aspects that play a crucial role in group decision scenarios.
- Introduces the concepts of group recommender systems including a discussion of existing industrial applications;
- Provides an in-depth discussion of algorithms and techniques beyond existing basic group recommendation approaches;
- Includes a discussion of different aspects of human decision making, explanations, and related psychological models.
This book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead of single users. In this context, the authors present different related techniques and applications. The book includes in-depth summaries of group recommendation algorithms, related industrial applications, different aspects of preference construction and explanations, user interface aspects of group recommender systems, and related psychological aspects that play a crucial role in group decision scenarios.
Introduces the concepts of group recommender systems including a discussion of existing industrial applications Provides an in-depth discussion of algorithms and techniques beyond existing basic group recommendation approaches Includes a discussion of different aspects of human decision making, explanations, and related psychological models
Autor*in
Alexander Felfernig
Themen in »Group Recommender Systems«
State-Of-The-Art Algorithms Industrial Applications of Group Recommendation Decision Making Corresponding De-Biasing Approaches Group Recommendation Methods Group recommendation algorithm
Stimmen zu »Group Recommender Systems«
“Group recommender systems: an introduction serves as an essential reference for both researchers and practitioners in the field. It combines technical details with practical applications and psychological insights, making it a well-rounded resource for anyone interested in the development and implementation of group recommender systems. It offers a rich, multi-dimensional exploration of its subject matter, and promises to be a key resource for anyone interested in the development and application of recommender systems, especially those focused on group settings.” (Wael Badawy, Computing Reviews, December 29, 2024)
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