Complex networks: Structure and dynamics

S Boccaletti, V Latora, Y Moreno, M Chavez… - Physics reports, 2006 - Elsevier
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …

Statistical physics of social dynamics

C Castellano, S Fortunato, V Loreto - Reviews of modern physics, 2009 - APS
Statistical physics has proven to be a fruitful framework to describe phenomena outside the
realm of traditional physics. Recent years have witnessed an attempt by physicists to study …

[图书][B] Social media mining: an introduction

R Zafarani, MA Abbasi, H Liu - 2014 - books.google.com
The growth of social media over the last decade has revolutionized the way individuals
interact and industries conduct business. Individuals produce data at an unprecedented rate …

[图书][B] What is a complex system?

J Ladyman, K Wiesner - 2020 - books.google.com
A clear, concise introduction to the quickly growing field of complexity science that explains
its conceptual and mathematical foundations What is a complex system? Although" …

[图书][B] Complexity: A guided tour

M Mitchell - 2009 - books.google.com
What enables individually simple insects like ants to act with such precision and purpose as
a group? How do trillions of neurons produce something as extraordinarily complex as …

[图书][B] Complex networks: structure, robustness and function

R Cohen, S Havlin - 2010 - books.google.com
Examining important results and analytical techniques, this graduate-level textbook is a step-
by-step presentation of the structure and function of complex networks. Using a range of …

The structure and function of complex networks

MEJ Newman - SIAM review, 2003 - SIAM
Inspired by empirical studies of networked systems such as the Internet, social networks,
and biological networks, researchers have in recent years developed a variety of techniques …

Power-law distributions in empirical data

A Clauset, CR Shalizi, MEJ Newman - SIAM review, 2009 - SIAM
Power-law distributions occur in many situations of scientific interest and have significant
consequences for our understanding of natural and man-made phenomena. Unfortunately …

Power laws, Pareto distributions and Zipf's law

MEJ Newman - Contemporary physics, 2005 - Taylor & Francis
When the probability of measuring a particular value of some quantity varies inversely as a
power of that value, the quantity is said to follow a power law, also known variously as Zipf's …

基于在线社交网络的信息传播模型

张彦超, 刘云, 张海峰, 程辉, 熊菲 - 物理学报, 2011 - cqvip.com
本文构造了一个基于在线社交网络的信息传播模型. 该模型考虑了节点度和传播机理的影响,
结合复杂网络和传染病动力学理论, 进一步建立了动力学演化方程组. 该方程组刻画了不同类型 …