Human-Centered Social Media Analytics (Hardcover, 2014)

Part I: Social Relationships in Human-Centered Media Bridging Human-Centered Social Media Content across Web Domains Suman Deb Roy, Tao Mei, and Wenjun Zeng Learning Social Relations from Videos: Features, Models and Analytics Lei Ding and Alper Yilmaz Community Understanding in Location-Based Social Networks Yi-Liang Zhao, Qiang Cheng, Shuicheng Yan, Daqing Zhang, and Tat-Seng Chua Social Role Recognition for Human Event Understanding Vignesh Ramanathan, Bangpeng Yao, and Li Fei-Fei Integrating Randomization and Discrimination for Classifying Human-Object Interaction Activities Aditya Khosla, Bangpeng Yao, and Li Fei-Fei Part II: Human Attributes in Social Media Analytics Recognizing People in Social Context Gang Wang, Andrew Gallagher, Jiebo Luo, and David Forsyth Female Facial Beauty Attribute Recognition and Editing Jinjun Wang, Yihong Gong, and Douglas Gray Facial Age Estimation: A Data Representation Perspective Xin Geng Identity and Kinship Relations in Group Pictures Ming Shao, Siyu Xia, and Yun Fu Recognizing Occupations through Probabilistic Models: A Social View Ming Shao and Yun Fu