Healthcare Knowledge Graph Construction: State-of-the-art, open issues, and opportunities

Understand

The incorporation of data analytics in the healthcare industry has made significant progress, driven by the demand for efficient and effective big data analytics solutions.

• Knowledge graphs (KGs) have proven utility in this arena and are rooted in a number of healthcare applications to furnish better data representation and knowledge inference.
• However, in conjunction with a lack of a representative KG construction taxonomy, several existing approaches in this designated domain are inadequate and inferior.
• This paper is the first to provide a comprehensive taxonomy and a bird's eye view of healthcare KG construction.