Beyond Citations: Measuring Novel Scientific Ideas and their Impact in Publication Text

Sam Arts, Nicola Melluso, Reinhilde Veugelers

New scientific ideas drive progress, yet measuring scientific novelty remains challenging. We use natural language processing to detect the origin and impact of new ideas in scient…