Human–Computer Interaction Series

Emotions and Personality in Personalized Services

Models, Evaluation and Applications

Editors: Tkalčič, M., De Carolis, B., de Gemmis, M., Odić, A., Košir, A. (Eds.)

  • 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
see more benefits

Buy this book

eBook £47.99
price for United Kingdom (gross)
  • ISBN 978-3-319-31413-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover £59.99
price for United Kingdom (gross)
  • ISBN 978-3-319-31411-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Personalization is ubiquitous from search engines to online-shopping websites helping us find content more efficiently and this book focuses on the key developments that are shaping our daily online experiences. With advances in the detection of end users’ emotions, personality, sentiment and social signals, researchers and practitioners now have the tools to build a new generation of personalized systems that will really understand the user’s state and deliver the right content.

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 process and 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.

Table of contents (18 chapters)

  • Introduction to Emotions and Personality in Personalized Systems

    Tkalčič, Marko (et al.)

    Pages 3-11

  • Social Emotions. A Challenge for Sentiment Analysis and User Models

    D’Errico, Francesca (et al.)

    Pages 13-34

  • Models of Personality

    Matz, Sandra (et al.)

    Pages 35-54

  • Acquisition of Affect

    Schuller, Björn W.

    Pages 57-80

  • Acquisition of Personality

    Finnerty, Ailbhe N. (et al.)

    Pages 81-99

Buy this book

eBook £47.99
price for United Kingdom (gross)
  • ISBN 978-3-319-31413-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover £59.99
price for United Kingdom (gross)
  • ISBN 978-3-319-31411-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

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
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-31413-6
DOI
10.1007/978-3-319-31413-6
Hardcover ISBN
978-3-319-31411-2
Series ISSN
1571-5035
Edition Number
1
Number of Pages
XIII, 400
Number of Illustrations and Tables
17 b/w illustrations, 46 illustrations in colour
Topics