A framework for representing and reasoning with uncertain information is described.A network knowledge structure is used which makes the reasons for believing or not believing a proposition explicit. These reasons, or endorsements, are quantified by a measureof belief and certainty. Heuristics are integrated with the knowledge structure to collect, andevaluate the endorsements.