A knowledge graph acquires and integrates information into an ontology and applies a reasoner to derive new knowledge.
Towards a Definition of Knowledge Graphs
Lisa Ehrlinger and Wolfram Wöß
http://ceur-ws.org/Vol-1695/paper4.pdf