Innovation is a dynamic process of knowledge recreation in essence. Knowledge is indispensable to innovation, and is also the ultimate objective and product of innovation. Based on introduction to the barriers of tacit knowledge disseminating, the author analyzes regional innovation advantage, and expatiates on the mechanism of regional innovation environment based on the interaction and sharing of knowledge.