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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

Improving Prelaunch Diffusion Forecasts: Using Synthetic Networks as Simulated Priors

TL;DR: This research bridges the gap between the disciplines of Bayesian statistics and agent-based modeling by demonstrating how researchers can use stochastic relationships simulated within complex systems as meaningful inputs for Bayesian inference models.
Journal ArticleDOI

Coupling infectious diseases, human preventive behavior, and networks--a conceptual framework for epidemic modeling.

TL;DR: A conceptual framework to fill the knowledge gap in human-disease interactions is proposed and modeling approaches to formulize such a framework are introduced, including the individual-based modeling approach, network theory, disease transmission models and behavioral models.
Journal ArticleDOI

Scale-free human migration and the geography of social networks

TL;DR: In this article, the authors analyzed human migration patterns by investigating the migration of 46.8 million individuals across the US during 1995-2000 and found that the probability of migration decreases as a power law of the distance, with exponent −1.
Journal ArticleDOI

Epidemic outbreaks on networks with effective contacts

TL;DR: This work introduces the effective contact function (ECF) into models and presents an analytical and numerical study for the threshold and dynamical behaviors of epidemic incidence, demonstrating analytically that the epidemic incidence is generally a monotone decreasing function of the epidemic threshold and increasing function ofThe number of effective contacts.
Book ChapterDOI

Mathematical Models in Infectious Disease Epidemiology

TL;DR: The idea that transmission and spread of infectious diseases follows laws that can be formulated in mathematical language is old but only in the twentieth century was the nonlinear dynamics of infectious disease transmission really understood.
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