Abstract
In the past few years, the automatic construction of large-scale knowledge graphs has received extensive attention from academia and industry. In this paper, we show the specific applications and typical cases of knowledge graphs in data analysis, and summarize the overall process of knowledge graphs from construction to data analysis. Moreover, some open problems and challenges are also presented for the future research.
