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Temporal Networks
Hardcover
Series: Understanding Complex Systems
Technology & EngineeringGeneral ScienceGeneral Sociology
ISBN13: 9783642364600
Publisher: Springer Nature
Published: Jun 5 2013
Pages: 352
Weight: 1.41
Height: 1.00 Width: 6.44 Depth: 9.37
Language: English
Many studies of the last decade examine how the static network structure affect dynamic systems on the network. In this traditional approach the temporal aspects are pre-encoded in the dynamic system model.
This framework becomes particularly useful for cases where there is a lot of structure and heterogeneity both in the timings of interaction events and the network topology.
The advantage compared to common static network approaches is the ability to design more accurate models in order to explain and predict large-scale dynamic phenomena (such as, e.g., epidemic outbreaks and other spreading phenomena). On the other hand, temporal network methods are mathematically and conceptually more challenging.
This book is intended as a first introduction and state-of-the art overview of this rapidly emerging field.
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