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In many cases, human uncertainty and objective randomness simultaneously appear in a system.In order to describe this phenomena, this paper presents a new concept of uncertain random variable.In order to measure uncertain random events,this paper also combines probability measure and uncertain measure into a chance measure.Based on the tool of chance measure, the concepts of chance distribution, expected value and variance of uncertain random variable are proposed.