Multimodal Affective Computing
Springer International Publishing (Verlag)
978-3-031-32544-1 (ISBN)
Part I: Fundamentals.- Chapter 1. Affective Computing.- Chapter 2. Machine learning and pattern recognition in affective computing.- Chapter 3. Affective Learning Environments.- Part II: Sentiment Analysis for Learning Environments.- Chapter 4. Building resources for sentiment detection.- Chapter 5. Methods for data representation.- Chapter 6. Designing and testing the classification models.- Chapter 7. Model integration to a learning system.- Part III: Multimodal Recognition of Learning-Oriented Emotions.- Chapter 8. Building Resources for Emotion Detection.- Chapter 9. Methods for Data Representation.- Chapter 10. Multimodal recognition systems.- Chapter 11. Multimodal emotion recognition in learning environments.- Part IV: Automatic Personality Recognition.- Chapter 12. Building resources for personality recognition.- Chapter 13. Methods for data representation.- Chapter 14. Personality recognition models.- Chapter 15. Multimodal personality recognition for affective computing.
| Erscheinungsdatum | 29.06.2024 |
|---|---|
| Zusatzinfo | XVII, 213 p. 56 illus., 48 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Affective Tutoring Systems • Automatic personality analysis • Emotion Recognition in Learning Environments • intelligent learning environments • Intelligent Tutoring Systems • multimodal emotion recognition • Multimodal Personality Analysis • Multimodal sentiment analysis • Personality Analysis in Learning Environments |
| ISBN-10 | 3-031-32544-3 / 3031325443 |
| ISBN-13 | 978-3-031-32544-1 / 9783031325441 |
| Zustand | Neuware |
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