In the equation above, the base intensity λ 0 (t) models the intensity of events that occur on their own initiative whereas αβe −β(t−s) models the intensity of events that are triggered by the previous event that occurred at time s. Here, multiplication of α and β represents influence of the previous event and β represents decaying rate of the influence.
the effect of the previous event exponentially decays with respect to the time difference.