With the development of college education, courses and teachers are becoming increasingly more. To promote the curriculum and the teachers' knowledge sharing, this article studies the use of knowledge atlas. Based on the theory of knowledge map, this paper calculates the similarity of the course, teachers' membership degree and similarity, and to build the curriculum knowledge and teachers knowledge maps. It can realized the mutual navigation between curriculum and teachers through the knowledge map, and it also can recommend the corresponding teachers for users. Finally, we applied knowledge atlas to query, improve the efficiency of the query. The study of this paper has certain positive meaning to the knowledge sharing.