Overview
- Bridges personalization algorithms, such as recommender systems, with psychologically motivated user-centric concepts, such as emotions and personality
- Translates psychological theories of emotions and personality into computational models for use in personalization algorithms
- Surveys techniques for the implicit and explicit acquisition of personality, emotions, sentiment and social signals from sensors, mobile devices and social media
- Provides design hints to develop emotion and personality-aware systems
- Provides examples of personalized applications that make good use of emotions and personality
- Includes supplementary material: sn.pub/extras
Part of the book series: Human–Computer Interaction Series (HCIS)
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Table of contents (18 chapters)
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Front Matter
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Applications
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Front Matter
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Keywords
About this book
With leading experts from a vast array of domains from user modeling, mobile sensing and information retrieval to artificial intelligence, human-computer interaction (HCI) social computing and psychology, a broad spectrum of topics are covered. From discussing psychological theoretical models and exploring state-of-the-art methods for acquiring emotions and personality in an unobtrusive way, as well as describing how these concepts can be used to improve various aspects of the personalization processand chapters that discuss evaluation and privacy issues.
Emotions and Personality in Personalized Systems will help aid researchers and practitioners develop and evaluate user-centric personalization systems that take into account the factors that have a tremendous impact on our decision-making – emotions and personality.
Editors and Affiliations
Bibliographic Information
Book Title: Emotions and Personality in Personalized Services
Book Subtitle: Models, Evaluation and Applications
Editors: Marko Tkalčič, Berardina De Carolis, Marco de Gemmis, Ante Odić, Andrej Košir
Series Title: Human–Computer Interaction Series
DOI: https://doi.org/10.1007/978-3-319-31413-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-31411-2Published: 26 July 2016
Softcover ISBN: 978-3-319-81034-8Published: 31 May 2018
eBook ISBN: 978-3-319-31413-6Published: 13 July 2016
Series ISSN: 1571-5035
Series E-ISSN: 2524-4477
Edition Number: 1
Number of Pages: XIII, 400
Number of Illustrations: 17 b/w illustrations, 46 illustrations in colour
Topics: Multimedia Information Systems, User Interfaces and Human Computer Interaction, Personal Computing, Information Systems Applications (incl. Internet), Artificial Intelligence, Personality and Social Psychology