Topological measures for identifying and predicting the spread of complex contagions

Abstract

Understanding of complex contagions is crucial for explaining diffusion processes in networks. Guilbeault and Centola introduce topological mechanisms and measures to elucidate spreading dynamics and identify the most influential nodes in social, epidemic and economic networks.