Performance evaluation measures for toponym resolution

Abstract

In this paper, we point out to the shortcomings of precision and recall in evaluating the performance of geoparsing algorithms. We propose separate processes for evaluating toponym recognition and toponym resolution stages, and also propose new metrics that quantify the performance of toponym resolution.