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Rhythm and randomness in human contact

Freeman, Mervyn P.; Watkins, Nicholas W.; Yoneki, Eiko; Crowcroft, Jon. 2010 Rhythm and randomness in human contact. 2010 International Conference on Advances in Social Networks Analysis and Mining, 2010 Internation. 184-191. 10.1109/ASONAM.2010.57

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Abstract/Summary

There is substantial interest in the effect of human mobility patterns on opportunistic communications. Inspired by recent work revisiting some of the early evidence for a L\'evy flight foraging strategy in animals, we analyse datasets on human contact from real world traces. By analysing the distribution of inter-contact times on different time scales and using different graphical forms, we find not only the highly skewed distributions of waiting times highlighted in previous studies but also clear circadian rhythm. The relative visibility of these two components depends strongly on which graphical form is adopted and the range of time scales. We use a simple model to reconstruct the observed behaviour and discuss the implications of this for forwarding efficiency.

Item Type: Publication - Article
Digital Object Identifier (DOI): 10.1109/ASONAM.2010.57
Programmes: BAS Programmes > Polar Science for Planet Earth (2009 - ) > Environmental Change and Evolution
NORA Subject Terms: Data and Information
Electronics, Engineering and Technology
Date made live: 12 Jan 2011 14:19
URI: http://nora.nerc.ac.uk/id/eprint/11781

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