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There is uncertainty associated with the occurrence of many events in reallife. In this paper we develop a temporal logic to deal with such uncertainevents and outline a possible implementation in an extension of PROLOG. Eventsare represented as fuzzy sets with the membership function giving thepossibility of occurrence of the event in a given interval of time. Thedeveloped temporal logic is simple but powerful. It can determine effectivelythe various temporal relations between uncertain events or their combinations.PROLOG provides a uniform substrate on which to effectively implement such atemporal logic for uncertain events

A Temporal Logic for Uncertain Events and An Outline of A Possible Implementation in An Extension of PROLOG