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In this paper, a method is proposed for large group decision making with multi-attribute based on ELECTRE III of Stochastic Dominance Relations. First of all, each attribute's information of large group of decision makers is turned into its probability distribution, then for each property we construct the corresponding stochastic dominance relationship matrix. On this basis, improved ELECTRE III method is used to get the sort of program results. Finally an application example is used to illustrate the effectiveness and feasibility of the method.