Abstract: The fuzzy entropy of vague sets should include the unknown and uncertainty. Some counterexamples are given to show that the result of the present methods in some cases and real conclusions are contrary, a new method of fuzzy entropy of vague sets is presented and a theorem proves that the method actually takes the two factors into account simultaneously.