Knowledge graph describes entities by numerous RDF data (subject-predicate-object triples), which has been widely applied in various fields, such as artificial intelligence, Semantic Web, entity summarization. With time elapses, the continuously increasing descriptions of lead to information overload and further cause people confused. this backdrop, automatic summarization received much attenti...