Evaluating Entity Resolution Systems: An Entity-Centric Framework for Inventor Name Disambiguation

The core message of this article is to propose an entity-centric evaluation framework for entity resolution systems that facilitates the creation of representative, reusable benchmark data sets and enables the estimation of key performance metrics and the analysis of root causes for errors.