Entity Matching: Solving the Problem of Duplicate Entities in Knowledge Graphs
Entity Matching: Solving the Problem of Duplicate Entities in Knowledge Graphs In this blog, I’ll walk through what entity matching is, why it matters in knowledge graphs, and how I designed an efficient solution—available on my GitHub repo. There are huge issues in the repo (cannot handle large amount of entity), the following ideas are just for reference. Background When working with knowledge graphs (KGs), one of the biggest challenges is that the same entity can appear under different names. ...