This paper is a study of the multi-granularity integrated knowledge service mode of digital libraries based on linked data. Its aim is to deepen the knowledge service units of digital libraries, turning them from document units into knowledge units; establish links between the knowledge units, according to the logical relationship between them; and then provide a multi-granularity integrated knowledge service based on related theories services. It includes the steps of multi-granularity association data creation, indexing, and retrieval, so as to realize a one-stop multi-granularity integrated...