Abstract: In this paper,new measurement method for granularity knowledge model based on decision-making system,and it is proved that attribute reduction based on granularity knowledge model is equivalent to that based on positive region model in decision-making system,and then attribute reduction algorithm of decision-making system based on knowledge granularity is proposed,the algorithm quickly calculates attribute reduction in decision-making system,the example also show that the algorithm is effective and reliable.