The management of uncertainty in knowledge-based systems presents many complex and as yet not fully understood problems. A number of these problems are addressed directly or indirectly in the papers assembled in this volume, which were presented at the International Conference on Information Processing and Management of Uncertainty in KnowledgeBased Systems held in Paris in 1986. The Paris Conference was the first international conference on the subject of uncertainty in knowledge-based systems.