Title :
Propagation through dynamic networks: Degree distribution and the spread of disease
Author :
Colijn, Caroline
Author_Institution :
Dept. of Eng. Math., Univ. of Bristol, Bristol, UK
Abstract :
The question of how the topology of a network affects the network´s dynamics is of current interest in many fields. Motivated by the observation of long tails in the degree distribution of human sexual contact networks, simple dynamics that can lead to this feature of real-world networks are described. The approach to this phenomenon introduced here is distinct from preferential attachment, the most well-known mechanism for generating long-tailed degree distributions. The implications of these simple dynamics for the question of epidemic spread are examined.
Keywords :
diseases; dynamic networks; epidemic spread; network topology; preferential attachment; Biological information theory; Conferences; Diseases; Humans; Information theory; Mathematics; Network topology; Probability distribution; Proteins; Social network services;
Conference_Titel :
Information Theory Workshop, 2009. ITW 2009. IEEE
Conference_Location :
Taormina
Print_ISBN :
978-1-4244-4982-8
Electronic_ISBN :
978-1-4244-4983-5
DOI :
10.1109/ITW.2009.5351503