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Uncertainty Measure value is modeled as a probability distribution function over some base domain e.g., measure Brake is a pdf over values {Yes,No} sources of uncertainty: measures extracted from text using classifiers Adapt well-known concepts from statistics to derive appropriate aggregation operators Our framework and solutions for dealing with imprecision also extend to uncertain measures