In the paper, a kind of expanding model of rough set, which is with membership grade degree and contribution was presented after lucubrating the deficiencies of the theory of traditional rough set. In this model, the information system with membership grade and contribution, the processing of noises, similar space partition, the dependency grade calculation of decision attribute on condition one, attribute reduction algorithm, mining process of interconnected rule were discussed