uncertainty measure

Given uncertainty of sensors and uncertan reasoning we often want to have some idea of the level of certainty of the results we are seeing. Examples in statistics include the standard deviation or confidence intervals, and there are parallels in AI algorithms. This may be used in further processing (for example giving additional weight to more certain values) or for visualising uncertainty (for example using error bars on graphs). Of course any such measure of uncertainty is itself usually uncertain!