An Interactive,Web-based Tool for Genealogical Entity Resolution (demonstration)

Abstract

We demonstrate an interactive, web-based tool which helps historians to do Genealogical Entity Resolution. This work has two main goals: First, it uses Machine Learning (ML) algorithms to assist humanities 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