Temporal networks as a modeling framework

Abstract

To understand large, connected systems we cannot only zoom into the details. We also need to see the large-scale features from afar. One way to take a step back and get the whole picture is to model the systems as a network. However, many systems are not static, but consisting of contacts that are off and on as time progresses. This chapter is an introduction to the mathematical and computational modeling of such systems, and thus an introduction to the rest of the book. We will cover some of the earlier developments that form the foundation for the more specialized topics of the other chapters. © Springer-Verlag Berlin Heidelberg 2013.