I am Professor at EPFL and Head of the Social Computing Group at Idiap. I am interested in methods that integrate sensor data, social media, machine learning, and social sciences to understand human behavior and to create applications for social good. Current work includes studying urban trends using mobile crowdsourcing and social media, understanding conversational behavior in social video, and infering emerging ubiquitous social phenomena in face-to-face interaction.