Directions in uncertainty reasoning

Uncertainty reasoning refers in a general way to problems discussed by that subset of the artificial intelligence community interested in representing and reasoning with knowledge that cannot be expressed as certainties. The problems discussed range from fundamental philosophical inquiry into the nature of uncertainty and how it can be measured and modeled, to practical performance issues arising from the (automatic) construction of real-world models and making inferences of such models.