The paper is a review of our theoretical analysis of uncertainty processing in a broad class of truth-functional expert systems similar to MYCIN and PROSPECTOR, main attention being paid to parallel combination of rules. Algebraic and probabilistic aspects are stressed. The role of Dempster-Shafer theory is investigated.
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