Hi Tom, I am mostly interested in the centrality of an evolving graph, i.e., how to find the most important nodes in a time-depended network. For example, given a network of online users interacting through messaging at different timestamps, how to identify the key players?
Evolving graph is also used for studying information flow. See here <http://evolvinggraphsjl.readthedocs.org/en/latest/examples.html#analyzing-evolving-graphs> for example. I noticed a Kaggle Facebook competition on finding the optimal path in a evolving graph (https://www.kaggle.com/c/facebook-ii). You may want to have a look. I am not familiar with recurrent neural networks but I would love to know if there is a connection. Best wishes, Weijian On Wednesday, 10 June 2015 17:38:57 UTC+1, Tom Breloff wrote: > > Looks interesting. I'm wondering... can you give an example of the type > of problem this will help solve? I've been working with recurrent neural > networks, which seems to have some conceptual overlap with temporal graph > theory. > > On Wednesday, June 10, 2015 at 12:12:52 PM UTC-4, Weijian Zhang wrote: >> >> Hello everyone, >> >> I am happy to announce the release of EvolvingGraph v0.0.4 >> <https://github.com/weijianzhang/EvolvingGraphs.jl>. This is a major >> update since >> the first release. A tutorial can be found at: >> >> http://evolvinggraphsjl.readthedocs.org/en/latest/examples.html >> >> Here are updates: >> >> - Introduce a new graph type: AttributeEvolvingGraph >> >> - Introduce an evolving graph data collections ( >> http://www.maths.manchester.ac.uk/~weijian/EvolvingGraphDatasets/). All >> the datasets in the collection can be imported with the function egread. >> >> >> - New functions for sorting and slicing evolving graphs >> >> - Temporal distance metrics >> >> Please let me know if you have any suggestions or comments. >> >> Thanks a lot, >> >> Weijian >> >> >> >> On Tuesday, 5 May 2015 07:18:54 UTC+1, Weijian Zhang wrote: >>> >>> Hello, >>> >>> EvolvingGraphs (https://github.com/weijianzhang/EvolvingGraphs.jl) is >>> an early attempt to design a >>> Julia package for evolving graphs (graphs that change over time). >>> >>> Here is the documentation: >>> http://evolvinggraphsjl.readthedocs.org/en/latest/ >>> >>> Please let me know if you have any suggestions or comments. >>> >>> Thanks, >>> Weijian >>> >>
