Abstract: Analytical Hierarchy Process (AHP) is wildly used by the decision-maker for building a index system of science evaluation. This process always shows as a group decision problem. Decision-makers always give different suggestion because they come from different fields. Some odd suggestions will give poor effects to the result. In this paper, we present a visualized method which can find the good suggestions and then enhance the precision and efficiency of AHP.