Exploring Robustness in Dynamic Graphs
Nodes removed
Edges removed
Robustness of communities?
What is the impact of resiliency (fault, attack) to communities?
- try to apply different community detection approaches
- are communities resilient?
- can communities rebuild, in dynamic networks?
Possible reading / references:
Mapping change in large networks
Publications (MapEquation.org)
New mathematical framework establishes the risk of dramatic collapses of real networks
Google searches:
- modeling dynamic graphs
- "dynamic network" python
http://dynetx.readthedocs.io/en/latest/overview.html
https://www.youtube.com/watch?v=EvO4HwI7Zi4
http://www.eecs.wsu.edu/~yyao/DynamicGraph.html
https://github.com/gephi/gephi/wiki/GraphStreaming
Google search: jupyter notebook gephi
Spreading processes
Immunization
Error and Attack Tolerance problem