Human-Centered Social Media Analytics

• Corporate Author: SpringerLink (Online service)
• Other Authors: Fu, Yun (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Subjects: Computer science.; Data mining.; User interfaces (Computer systems).; Artificial intelligence.; Image processing.; Biometrics (Biology).; Computer Science.; Biometrics.; Data Mining and Knowledge Discovery.; User Interfaces and Human Computer Interaction.; Artificial Intelligence (incl. Robotics).; Image Processing and Computer Vision.

Utilizing the ubiquity of social media in modern society, the emerging interdisciplinary field of social computing offers the promise of important human-centered applications.  Human-Centered Social Media Analytics provides a timely and unique survey of next-generation social computational methodolo...

Table of Contents:

• Part I: Social Relationships in Human-Centered Media
• Bridging Human-Centered Social Media Content across Web Domains
• Learning Social Relations from Videos
• Community Understanding in Location-Based Social Networks
• Social Role Recognition for Human Event Understanding
• Integrating Randomization and Discrimination for Classifying Human-Object Interaction Activities
• Part II: Human Attributes in Social Media Analytics
• Recognizing People in Social Context
• Female Facial Beauty Attribute Recognition and Editing
• Facial Age Estimation
• Identity and Kinship Relations in Group Pictures
• Recognizing Occupations through Probabilistic Models.