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Monthly Archives: October 2019

10.14.19
by Jari Saramäki

Coming soon: Temporal Network Theory

Temporal Network Theory book cover

[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
Standard | Posted in Computational social science, Networks, Science | Tagged network science, temporal networks | 0 comments

About Me

Jari Saramäki

Jari Saramäki

I am a scientist who studies complex systems and networks. I am a full professor at the Department of Computer Science at Aalto University, Finland.

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