[Update: the book is now available, go get it!]
Rejoice! There is a new book on temporal networks coming out soon — Temporal Network Theory, edited by Petter Holme & myself. A lot has happened in temporal-network research since our first edited volume (Temporal Networks, 2013); in this new volume, we wanted to focus on the theoretical side of things & invited contributions from many pioneering scientists & groups.
As a teaser trailer, here is a list of the book’s chapters:
- A Map of Approaches to Temporal Networks—Petter Holme and Jari Saramäki
- Fundamental Structures in Temporal Communication Networks—Sune Lehmann
- Weighted, Bipartite, or Directed Stream Graphs for the Modeling of Temporal Networks—Matthieu Latapy, Clémence Magnien, Tiphaine Viard
- Modelling Temporal Networks with Markov Chains, Community Structures and Change Points—Tiago P. Peixoto and Martin Rosvall
- 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
- Weighted Temporal Event Graphs—Jari Saramäki, Mikko Kivelä, Márton Karsai
- Exploring Concurrency and Reachability in the Presence of High Temporal Resolution—Eun Lee, James Moody, Peter J. Mucha
- Metrics for Temporal Text Networks—Davide Vega and Matteo Magnani
- Bursty Time Series Analysis for Temporal Networks—Hang-Hyun Jo and Takayuki Hiraoka
- Challenges in Community Discovery on Temporal Networks—Remy Cazabet and Giulio Rossetti
- Information Diffusion Backbone—Huijuan Wang and Xiu-Xiu Zhan
- Continuous-Time Random Walks and Temporal Networks—Renaud Lambiotte
- Spreading of Infection on Temporal Networks: An Edge-Centered Perspective—Andreas Koher, James P. Gleeson, and Philipp Hövel
- The Effect of Concurrency on Epidemic Threshold in Time-Varying Networks—Tomokatsu Onaga, James P. Gleeson, and Naoki Masuda
- Dynamics and Control of Stochastically Switching Networks: Beyond Fast Switching—Russell Jeter, Maurizio Porfiri, and Igor Belykh
- 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 and Nicola Perra
- Supracentrality Analysis of Temporal Networks with Directed Interlayer Coupling—Dane Taylor, Mason A. Porter, and Peter J. Mucha
- Approximation Methods for Influence Maximization in Temporal Networks—Tsuyoshi Murata and Hokuto Koga