In this paper, we propose a new definition of variance of fuzzy numbers and investigate its properties. Based on this new definition, the mean-variance model of portfolio selection is provided by considering the uncertain return rates of risky assets as fuzzy numbers. A numerical example is also presented to illustrate our new type of model.