Knowledge management is particularly important in humanitarian organization operating in situations of emergency. One of the challenges in designing systems to support knowledge management is to increase knowledge sharing. In this research-in-progress we explore attitudes of humanitarian workers of Médecins Sans Frontières towards knowledge sharing and propose novel designs to visualize individual and group contributions on a knowledge management system.