Knowledge graph is a new knowledge representation method in the mobile Internet era. Knowledge graph refinement is one of the main contents in application of knowledge graph and its main goal are completion and error detection. At the same time. knowledge graph refinement is usually applied in areas of the information retrieval. https://thewooblers.shop/product-category/merchandise/