This paper analyzes the present situation of high-tech industry and agricultural technology innovation.According to the features of high -tech industry, it constructs the evaluation index system of independent innovation environment of high-tech industry. K-means clustering algorithm, a kind of dating mining method, is applied to evaluate the environment in a categorical and an integral way respectively. The results of different clustering methods show that in 2012 Shanghai ranked No.1 in the policy environment, while Beijing ranked No.1 in the market environment, talentenvironment and independent innovation environment. Besides, Beijing is superior to the other regions with large differences. Therefore, the following suggestions are provided as follows: improve regional legislation of independent innovation, especially finance, tax and banking policy; enhance the innovation awareness to provide supporting environment of agricultural technology innovation; strengthen the protection of intellectual property rights and create an atmosphere of fair competition; convert the agricultural technology achievement to practical application; cultivate innovative and highlevel talents in agricultural technology field. |