This article presents a method for setting the smoothing constant in the exponential smoothing. In a practical situation of the trend estimation, the smoothing constant is set relying on an analyst's background. We propose an adaptive setting method of the smoothing constant by solving the problem of tuning the gain of the Kalman filter.