Human-Centered Social Media Analytics
This book provides a timely and unique survey of next-generation social computational methodologies. The text explains the fundamentals of this field, and describes state-of-the-art methods for inferring social status, relationships, preferences, intentions, personalities, needs, and lifestyles from human information in unconstrained visual data. Topics and features: includes perspectives from an international and interdisciplinary selection of pre-eminent authorities; presents balanced coverage of both detailed theoretical analysis and real-world applications; examines social relationships in human-centered media for the development of socially-aware video, location-based, and multimedia applications; reviews techniques for recognizing the social roles played by people in an event, and for classifying human-object interaction activities; discusses the prediction and recognition of human attributes via social media analytics, including social relationships, facial age and beauty, and occupation.
| ISBN: | 9783319347097 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 208 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Fu, Yun |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 23.08.2016 |
| Schlagworte: | Age Estimation Big Data Computer Vision Demographic Sensing Face Recognition Human-Centered Computing Human-Computer Interaction Image Processing Kinship Verification Occupation Recognition |
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