Temporal Networks

Front Matter....Pages i-viii
Temporal Networks as a Modeling Framework....Pages 1-14
Graph Metrics for Temporal Networks....Pages 15-40
Burstiness: Measures, Models, and Dynamic Consequences....Pages 41-64
Temporal Scale of Dynamic Networks....Pages 65-94
Models, Entropy and Information of Temporal Social Networks....Pages 95-117
Temporal Motifs....Pages 119-133
Applications of Temporal Graph Metrics to Real-World Networks....Pages 135-159
Spreading Dynamics Following Bursty Activity Patterns....Pages 161-174
Time Allocation in Social Networks: Correlation Between Social Structure and Human Communication Dynamics....Pages 175-190
Temporal Networks of Face-to-Face Human Interactions....Pages 191-216
Social Insects: A Model System for Network Dynamics....Pages 217-244
Self-Exciting Point Process Modeling of Conversation Event Sequences....Pages 245-264
Infering and Calibrating Triadic Closure in a Dynamic Network....Pages 265-282
Dynamic Communicability Predicts Infectiousness....Pages 283-294
Random Walks on Stochastic Temporal Networks....Pages 295-313
A Temporal Network Version of Watts’s Cascade Model....Pages 315-329
Timing Interactions in Social Simulations: The Voter Model....Pages 331-352