Based on the concept and research status of big data, we analyze and examine the importance of constructing the knowledge system of nursing science for the development of the nursing discipline in the context of big data and propose that it is necessary to establish big data centers for nursing science to share resources, unify language standards, improve professional nursing databases, and establish a knowledge system structure.