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The frustum network model based on clique extension

  • Anthony Bonato,
  • Ryan Cushman,
  • Trent G. Marbach,
  • Zhiyuan Zhang

摘要

The frustum model simulates network evolution by extending cliques, which represent highly interacting groups in social networks. In each time-step, new vertices are added adjacent to existing cliques of prescribed order. The model exhibits several features of social networks, such as densification, short distances, bad spectral expansion, and high local clustering.