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Open AccessJournal ArticleDOI

The Web of Human Sexual Contacts

TLDR
In this article, the authors analyze data on the sexual behavior of a random sample of individuals, and find that the cumulative distributions of the number of sexual partners during the twelve months prior to the survey decays as a power law with similar exponents for females and males.
Abstract
Many ``real-world'' networks are clearly defined while most ``social'' networks are to some extent subjective. Indeed, the accuracy of empirically-determined social networks is a question of some concern because individuals may have distinct perceptions of what constitutes a social link. One unambiguous type of connection is sexual contact. Here we analyze data on the sexual behavior of a random sample of individuals, and find that the cumulative distributions of the number of sexual partners during the twelve months prior to the survey decays as a power law with similar exponents $\alpha \approx 2.4$ for females and males. The scale-free nature of the web of human sexual contacts suggests that strategic interventions aimed at preventing the spread of sexually-transmitted diseases may be the most efficient approach.

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Citations
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Journal ArticleDOI

The Structure and Function of Complex Networks

Mark Newman
- 01 Jan 2003 - 
TL;DR: Developments in this field are reviewed, including such concepts as the small-world effect, degree distributions, clustering, network correlations, random graph models, models of network growth and preferential attachment, and dynamical processes taking place on networks.
Journal ArticleDOI

Complex networks: Structure and dynamics

TL;DR: The major concepts and results recently achieved in the study of the structure and dynamics of complex networks are reviewed, and the relevant applications of these ideas in many different disciplines are summarized, ranging from nonlinear science to biology, from statistical mechanics to medicine and engineering.
Journal ArticleDOI

Statistical physics of social dynamics

TL;DR: In this article, a wide list of topics ranging from opinion and cultural and language dynamics to crowd behavior, hierarchy formation, human dynamics, and social spreading are reviewed and connections between these problems and other, more traditional, topics of statistical physics are highlighted.
Journal ArticleDOI

Evolution of networks

TL;DR: The recent rapid progress in the statistical physics of evolving networks is reviewed, and how growing networks self-organize into scale-free structures is discussed, and the role of the mechanism of preferential linking is investigated.
Journal ArticleDOI

Epidemic processes in complex networks

TL;DR: A coherent and comprehensive review of the vast research activity concerning epidemic processes is presented, detailing the successful theoretical approaches as well as making their limits and assumptions clear.
References
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Journal ArticleDOI

Sexual risk behaviour and infection: epidemiological considerations.

TL;DR: The accumulation of experience in sexual behaviour measurement, as it relates to STDs, suggests that the “one size fits all” approach may be inadequate for the diverse purposes at hand and a careful analysis of what needs to be measured for different purposes, in different contexts, may be needed to help move theSexual behaviour measurement field forward.
Proceedings ArticleDOI

A Parallel Algorithm for Computing Betweenness Centrality

TL;DR: A multi-grained parallel algorithm for computing betweenness centrality, which is extensively used in large-scale network analysis, and it is a work-optimal CREW PRAM algorithm.
Journal ArticleDOI

Analysing livestock network data for infectious disease control: an argument for routine data collection in emerging economies.

TL;DR: A ‘hurdle model’ approach is used that predicts the probability of movement and the number of livestock moved to generate synthetic ‘complete’ networks of movements between administrative wards, exploiting routinely collected government movement permit data from northern Tanzania.
Journal Article

Extinction thresholds: insights from simple models

TL;DR: This work considers how the extinction threshold is affected by environmental variability acting on a small number of patches, and considers recent work suggesting that if the network of connectivity among patches is not random but highly heterogeneous, the extinctionreshold may disappear.
Journal ArticleDOI

On reducing Terrorism Power: A Hint from Physics

TL;DR: In this paper, the percolation phenomenon is identified as a multi-dimensional virtual social space which extends the ground earth surface to include the various independent terrorist-fighting goals, and the associated percolating cluster is then found to create long-range ground connections to terrorism activity.
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