Corpus ID: 211171722

ITeM: Independent Temporal Motifs to Summarize and Compare Temporal Networks

@article{Purohit2020ITeMIT,
  title={ITeM: Independent Temporal Motifs to Summarize and Compare Temporal Networks},
  author={S. Purohit and Lawrence B. Holder and G. Chin},
  journal={ArXiv},
  year={2020},
  volume={abs/2002.08312}
}
  • S. Purohit, Lawrence B. Holder, G. Chin
  • Published 2020
  • Computer Science
  • ArXiv
  • Networks are a fundamental and flexible way of representing various complex systems. Many domains such as communication, citation, procurement, biology, social media, and transportation can be modeled as a set of entities and their relationships. Temporal networks are a specialization of general networks where the temporal evolution of the system is as important to understand as the structure of the entities and relationships. We present the Independent Temporal Motif (ITeM) to characterize… CONTINUE READING

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    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 57 REFERENCES
    Motifs in Temporal Networks
    222
    Temporal motifs in time-dependent networks
    176
    Temporal Motifs in Heterogeneous Information Networks
    6
    A sampling framework for counting temporal motifs
    4
    Exploring the structure and function of temporal networks with dynamic graphlets
    32
    Graphlet-orbit Transitions (GoT): A fingerprint for temporal network comparison
    12
    Higher-order organization of complex networks
    437