The paper introduces the concept, characteristics and study status of semantic knowledge graph and mapping knowledge domain, expounds the application of semantic knowledge graph and mapping knowledge domain in the field of Traditional Chinese Medicine (TCM), and analyzes the differences between the two types of knowledge graph and the effect of their interaction on promoting the development of knowledge graph technology in the field of TCM.