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Titlebook: Management of Knowledge Imperfection in Building Intelligent Systems; Eugene Roventa,Tiberiu Spircu Book 2009 Springer-Verlag Berlin Heide

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Certainty Factors Theory,yesian reasoning – when reliable statistical information is not available or the independence of evidence cannot be assumed – and introduces a certainty factors calculus based on the human expert heuristics.
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Possibility Theory,It is not unusual to encounter “possible, but improbable” situations. For example, if . is a standard normal random variable, the event . = 1 is possible, but its probability is clearly 0. Let us try an approach of possibilities, as introduced by [Dubois and Prade 1988].
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