widely used in museums due to their tremendous educational potential. The design of such
systems, however, remains problematic. In this paper, we reflect on two open research
challenges that we observed when crafting a Kinect-based prototype installation for data
exploration at a science museum:(1) making the user aware that the system is interactive;
and,(2) increasing the discoverability of hand gestures and body movements.