I gave a talk that describes ways of analyzing the social and semantic networks found in social media at a workshop at the Web Science conference.  The event is a great collection of people interested in the exploration of complex systems and internet applications, particularly social applications.  It describes itself as ” inherently interdisciplinary, integrating computer and information sciences, communication, linguistics, sociology, psychology, economics, law, political science, and other disciplines.”