Corpus ID: 8864206

Network Generation Model Based on Evolution Dynamics To Generate Benchmark Graphs

@article{Pasta2016NetworkGM,
  title={Network Generation Model Based on Evolution Dynamics To Generate Benchmark Graphs},
  author={Muhammad Qasim Pasta and Faraz Zaidi},
  journal={ArXiv},
  year={2016},
  volume={abs/1606.01169}
}
  • Muhammad Qasim Pasta, Faraz Zaidi
  • Published 2016
  • Computer Science, Physics
  • ArXiv
  • Network generation models provide an understanding of the dynamics behind the formation and evolution of different networks including social networks, technological networks and biological networks. Two important applications of these models are to study the evolution dynamics of network formation and to generate benchmark networks with known community structures. Research has been conducted in both these directions relatively independent of the other application area. This creates a disjunct… CONTINUE READING

    Figures and Topics from this paper.

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 65 REFERENCES
    Model to Generate Benchmark Graphs Based on Evolution Dynamics
    1
    Tunable and Growing Network Generation Model with Community Structures
    14
    Model of community emergence in weighted social networks
    38
    Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities.
    784
    Benchmark graphs for testing community detection algorithms.
    1970
    Small world networks and clustered small world networks with random connectivity
    • F. Zaidi
    • Computer Science, Mathematics
    • 2012
    34
    Community structure in social and biological networks
    11091
    Finding and evaluating community structure in networks.
    10110