Emotions and Personality in Personalized Services

Models, Evaluation and Applications

ISBN: 978-3-319-31411-2 (Print) 978-3-319-31413-6 (Online)

Table of contents (18 chapters)

  1. Front Matter

    Pages i-xiii

  2. Background

    1. Front Matter

      Pages 1-1

    2. No Access

      Chapter

      Pages 3-11

      Introduction to Emotions and Personality in Personalized Systems

    3. No Access

      Chapter

      Pages 13-34

      Social Emotions. A Challenge for Sentiment Analysis and User Models

    4. No Access

      Chapter

      Pages 35-54

      Models of Personality

  3. Acquisition and Corpora

    1. Front Matter

      Pages 55-55

    2. No Access

      Chapter

      Pages 57-80

      Acquisition of Affect

    3. No Access

      Chapter

      Pages 81-99

      Acquisition of Personality

    4. No Access

      Chapter

      Pages 101-118

      Computing Technologies for Social Signals

    5. No Access

      Chapter

      Pages 119-140

      Sentiment Analysis in Social Streams

    6. No Access

      Chapter

      Pages 141-161

      Mobile-Based Experience Sampling for Behaviour Research

    7. No Access

      Chapter

      Pages 163-178

      Affective and Personality Corpora

  4. Applications

    1. Front Matter

      Pages 179-179

    2. No Access

      Chapter

      Pages 181-199

      Modeling User’s Social Attitude in a Conversational System

    3. No Access

      Chapter

      Pages 201-225

      Personality and Recommendation Diversity

    4. No Access

      Chapter

      Pages 227-261

      Affective Music Information Retrieval

    5. No Access

      Chapter

      Pages 263-285

      Emotions and Personality in Adaptive e-Learning Systems: An Affective Computing Perspective

    6. No Access

      Chapter

      Pages 287-310

      Emotion-Based Matching of Music to Places

    7. No Access

      Chapter

      Pages 311-326

      Emotions in Context-Aware Recommender Systems

    8. No Access

      Chapter

      Pages 327-353

      Towards User-Aware Music Information Retrieval: Emotional and Color Perception of Music

  5. Evaluation and Privacy

    1. Front Matter

      Pages 355-355

    2. No Access

      Chapter

      Pages 357-376

      Emotion Detection Techniques for the Evaluation of Serendipitous Recommendations

    3. No Access

      Chapter

      Pages 377-395

      Reflections on the Design Challenges Prompted by Affect-Aware Socially Assistive Robots

  6. Back Matter

    Pages 397-400