Network dynamics is one of the biggest challenge that emerged in recent years in network science. Real life networks cannot be considered anymore as static entities that we can pin to the wall and measure once and for all. They are, on the contrary, subject to several dynamics processes:
| Dynamics OF Networks | Dynamics ON Networks |
|---|---|
| Dynamic Social Network Analysis | Dynamical processes on networks |
| Dynamic network embedding | Diffusion of information and innovations |
| Network event detection | Epidemic models on graphs |
| Time-aware link prediction | Higher order networks |
| Evolutionary community / cluster discovery | Markovian dynamics on networks |
| Dynamic network visualization | Signal processing on graph |
| Dynamic network generative models | Random walk processes |