  Exploiting the geometric nature of statistical divergences, we devise a way
to define associated induced uncertainty measures for discrete and finite
probability distributions. We also report new uncertainty measures and discuss
their properties. Further, we apply a similar technique to measure the
uncertainty in the preparation of a quantum state.
