The human brain is a complex network of different functional areas which interact and coordinate with each other. The paper reviews the research methods for the small world properties of resting state of brain functional network. This paper introduces the basic concept and characteristics measurement of the complex network model based on graph theory,recommends a method of constructing brain functional network based on functional magnetic resonance imaging (fMRI) data. Finally,it analyzes the small-world properties of the brain functional network.