Abstract: Under fuzzy game environment,the problem of how to choose likely game persons to form an advantage alliance was considered.The Bernardo multi-criteria group decision-making method was extended by means of the uncertain theory.Then the extended method was applied in dealing with the problems of preference coalition selection with fuzzy resource constrains.The fuzzy chance-constrained model of coalition selection as well as its solving approach was put forward.Furthermore,an effective fuzzy group decision-making technique of preference coalition selection is proposed.