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This paper examined the best forecasting model that is the lower forecast error for visitors in festival. The forecasting model is tested the accuracy using smoothing method about time series with linear and nonlinear trend and MAPE and RMSE are used as the criteria of the accuracy of forecasting method. The simple moving average method is analyzed the best forecasting method among the six forecasting methods but is considered as comparatively accurate forecasting method.