Random walks are standard tools for modelling dynamics in networks but usually neglect the possibility that the next step may depend on the previous ones. Rosvall et al. study the paths taken in various systems and show that memory effects play an important role and can uncover informative organization.
- Martin Rosvall
- Alcides V. Esquivel
- Renaud Lambiotte