By introducing a new function, the concept of quasi-entropy weight is given, the method of quasi-entropy weight fuzzy comprehensive evaluation is proposed to overcome the shortcoming of large computation load on entropy weight of the entropy weight fuzzy comprehensive evaluation of readers’ satisfaction degree. Calculation steps are given, with which the calculation quantity of getting the ratio in the entropy weight method is remarkably reduced. Finally, the computer-aided solution is realized by using MATLAB programming. An example demonstrates that the method is simple and applicable, and the evaluation results are more precise by using the method.