03863nam a22006015i 4500 978-3-031-44943-7 DE-He213 20251030110841.0 cr nn 008mamaa 231127s2024 sz | s |||| 0|eng d 9783031449437 978-3-031-44943-7 10.1007/978-3-031-44943-7 doi TK5101-5105.9 TJK bicssc TEC041000 bisacsh TJK thema Group Recommender Systems [electronic resource] : An Introduction / edited by Alexander Felfernig, Ludovico Boratto, Martin Stettinger, Marko Tkalčič. 2nd ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XI, 181 p. 29 illus., 15 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Signals and Communication Technology, 1860-4870 Introduction -- Group Recommendation Techniques -- Decision Tasks and Basic Algorithms -- Algorithms for Group Recommendation -- Evaluating Group Recommender Systems -- Part 2. Group Recommender User Interfaces -- Group Recommender Applications -- Handling Preferences -- Explanations for Groups -- Part 3. Group Decision Processes -- Further Choice Scenarios -- Biases in Group Decisions -- Personality, Emotions, and Group Dynamics -- Conclusions. 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. Telecommunication. Data mining. 6941 Information storage and retrieval systems. 65568 Computational intelligence. 64052 Communications Engineering, Networks. Data Mining and Knowledge Discovery. Information Storage and Retrieval. 65570 Computational Intelligence. 64052 Felfernig, Alexander. editor. edt http://id.loc.gov/vocabulary/relators/edt 67602 Boratto, Ludovico. editor. (orcid)0000-0002-6053-3015 https://orcid.org/0000-0002-6053-3015 edt http://id.loc.gov/vocabulary/relators/edt 67603 Stettinger, Martin. editor. edt http://id.loc.gov/vocabulary/relators/edt 67604 Tkalčič, Marko. editor. edt http://id.loc.gov/vocabulary/relators/edt 67605 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031449420 Printed edition: 9783031449444 Printed edition: 9783031449451 Signals and Communication Technology, 1860-4870 18936 https://doi.org/10.1007/978-3-031-44943-7 ZDB-2-ENG ZDB-2-SXE 56655 56655