Temporal Network Theory

Front Matter ....Pages i-viii
 A Map of Approaches to Temporal Networks  (Petter Holme, Jari Saramäki)....Pages 1-24
 Fundamental Structures in Temporal Communication Networks  (Sune Lehmann)....Pages 25-48
 Weighted, Bipartite, or Directed Stream Graphs for the Modeling of Temporal Networks  (Matthieu Latapy, Clémence Magnien, Tiphaine Viard)....Pages 49-64
 Modelling Temporal Networks with Markov Chains, Community Structures and Change Points  (Tiago P. Peixoto, Martin Rosvall)....Pages 65-81
 Visualisation of Structure and Processes on Temporal Networks  (Claudio D. G. Linhares, Jean R. Ponciano, Jose Gustavo S. Paiva, Bruno A. N. Travençolo, Luis E. C. Rocha)....Pages 83-105
 Weighted Temporal Event Graphs  (Jari Saramäki, Mikko Kivelä, Márton Karsai)....Pages 107-128
 Exploring Concurrency and Reachability in the Presence of High Temporal Resolution  (Eun Lee, James Moody, Peter J. Mucha)....Pages 129-145
 Metrics for Temporal Text Networks  (Davide Vega, Matteo Magnani)....Pages 147-160
 Bursty Time Series Analysis for Temporal Networks  (Hang-Hyun Jo, Takayuki Hiraoka)....Pages 161-179
 Challenges in Community Discovery on Temporal Networks  (Remy Cazabet, Giulio Rossetti)....Pages 181-197
 Information Diffusion Backbone  (Huijuan Wang, Xiu-Xiu Zhan)....Pages 199-217
 Continuous-Time Random Walks and Temporal Networks  (Renaud Lambiotte)....Pages 219-233
 Spreading of Infection on Temporal Networks: An Edge-Centered Perspective  (Andreas Koher, James P. Gleeson, Philipp Hövel)....Pages 235-252
 The Effect of Concurrency on Epidemic Threshold in Time-Varying Networks  (Tomokatsu Onaga, James P. Gleeson, Naoki Masuda)....Pages 253-267
 Dynamics and Control of Stochastically Switching Networks: Beyond Fast Switching  (Russell Jeter, Maurizio Porfiri, Igor Belykh)....Pages 269-304
 The Effects of Local and Global Link Creation Mechanisms on Contagion Processes Unfolding on Time-Varying Networks  (Kaiyuan Sun, Enrico Ubaldi, Jie Zhang, Márton Karsai, Nicola Perra)....Pages 305-324
 Supracentrality Analysis of Temporal Networks with Directed Interlayer Coupling  (Dane Taylor, Mason A. Porter, Peter J. Mucha)....Pages 325-344
 Approximation Methods for Influence Maximization in Temporal Networks  (Tsuyoshi Murata, Hokuto Koga)....Pages 345-368
Back Matter ....Pages 369-375