Dynamic community detection in evolving networks using locality modularity optimization

@article{Cordeiro2016DynamicCD,
  title={Dynamic community detection in evolving networks using locality modularity optimization},
  author={M{\'a}rio Cordeiro and Rui Sarmento and Jo{\~a}o Gama},
  journal={Social Network Analysis and Mining},
  year={2016},
  volume={6},
  pages={1-20}
}
The amount and the variety of data generated by today’s online social and telecommunication network services are changing the way researchers analyze social networks. Facing fast evolving networks with millions of nodes and edges are, among other factors, its main challenge. Community detection algorithms in these conditions have also to be updated or improved. Previous state-of-the-art algorithms based on the modularity optimization (i.e. Louvain algorithm), provide fast, efficient and robust… CONTINUE READING

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