An interactive, web-based tool for genealogical entity resolution

Abstract

We demonstrate an interactive, web-based tool which helps historians to do Genealogical Entitiy Resolution. This work has two main goals. First, it uses Machine Learning (ML) algorithms to assist humanites researchers to perform Genealogical Entity Resolution. Second, it facilitates the generation of benchmark data for computer scientists to improve available ML-based Entity Resolution techniques