The paper presents an approach of managing temporal knowledge under impreci
sion or uncertainty, based on possibility theory and fuzzy logic. Temporal
uncertainties are modelled in terms of possibility theory with imprecise ti
me instants, imprecise time intervals and imprecise time durations. hn inte
grated approach has been given for combining qualitative and quantitative t
emporal information using fuzzy logic.