Glossary
- Temporal Network:
-
A system that could be modeled as a graph with additional information about when contacts happen, or the representation itself
- Node, Vertex:
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One unit that interacts with others to form a temporal network
- Contact:
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One interaction event, limited in time, between a pair of vertices
- Edge, Link:
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A pair of vertices that at some point are in contact
Definition
Temporal network is a subfield of network theory, or complex-network analysis, where one treats the timing of when two vertices are in contact explicitly. A temporal network is any system that can be modeled, mathematically and computationally, as a graph of vertices with explicit timing of the contacts along edges.
Introduction
To understand how large-scale complex systems function, one needs to zoom out and look at the system from a...
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Recommended Reading
There are four review papers related to temporal networks to our knowledge. These are all recommended for a further reading. Holme and Saramäki (2012) write a broad introduction to temporal networks, perhaps with an emphasis on the physics literature. Blonder et al. (2012) focus on temporal networks in ecology. Santoro et al. (2011) target a computer-science audience, while an overview of contributions from the network engineering community can be found in Kuhn and Oshman (2011).
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Holme, P. (2014). Temporal Networks. In: Alhajj, R., Rokne, J. (eds) Encyclopedia of Social Network Analysis and Mining. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-6170-8_42
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