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Modern communication networks are inherently complex in nature. First of all, they have a large number of heterogeneous components. Secondly, their connectivity is extremely dynamic. Nodes can come and go, links can be removed and added…

社会与信息网络 · 计算机科学 2017-08-08 Bisma S. Khan , Muaz A. Niazi

Complex networks describe a wide range of systems in nature and society, much quoted examples including the cell, a network of chemicals linked by chemical reactions, or the Internet, a network of routers and computers connected by physical…

统计力学 · 物理学 2016-08-31 Reka Albert , Albert-Laszlo Barabasi

Network structures, consisting of nodes and edges, have applications in almost all subjects. A set of nodes is called a community if the nodes have strong interrelations. Industries (including cell phone carriers and online social media…

社会与信息网络 · 计算机科学 2019-02-13 Haoye Lu , Amiya Nayak

The availability of advanced social interaction sensing technologies provides fine grained data for social network analysis. Although traditional methods of gathering social network data may be subject to human ability to recall social…

社会与信息网络 · 计算机科学 2013-08-07 Rahman Oloritun , Alex , Pentland , Inas Khayal

The study of criminal networks using traces from heterogeneous communication media is acquiring increasing importance in nowadays society. The usage of communication media such as phone calls and online social networks leaves digital traces…

社会与信息网络 · 计算机科学 2017-03-07 Emilio Ferrara , Pasquale De Meo , Salvatore Catanese , Giacomo Fiumara

Recent years have seen tremendous growth of many online social networks such as Facebook, LinkedIn and MySpace. People connect to each other through these networks forming large social communities providing researchers rich datasets to…

社会与信息网络 · 计算机科学 2013-11-15 Muhammad Qasim Pasta , Zohaib Jan , Faraz Zaidi , Celine Rozenblat

Social interactions vary in time and appear to be driven by intrinsic mechanisms, which in turn shape the emerging structure of the social network. Large-scale empirical observations of social interaction structure have become possible only…

物理与社会 · 物理学 2015-12-09 Guillaume Laurent , Jari Saramäki , Márton Karsai

The directed network of telephone subscribers is considered in the article. It can be described as a dynamic network with vertices that correspond to the subscribers of the telephone network and emerging directional edges that correspond to…

物理与社会 · 物理学 2020-04-08 V. M. Danilevskiy , V. V. Yanovsky

Humans are social by nature. Throughout history, people have formed communities and built relationships. Most relationships with coworkers, friends, and family are developed during face-to-face interactions. These relationships are…

计算与语言 · 计算机科学 2018-12-21 Denys Katerenchuk

Networks represent relationships between entities in many complex systems, spanning from online social interactions to biological cell development and brain connectivity. In many cases, relationships between entities are unambiguously…

社会与信息网络 · 计算机科学 2018-01-23 Ivan Brugere , Brian Gallagher , Tanya Y. Berger-Wolf

The emergence and popularization of online social networks suddenly made available a large amount of data from social organization, interaction and human behavior. All this information opens new perspectives and challenges to the study of…

社会与信息网络 · 计算机科学 2016-04-05 David Burth Kurka , Alan Godoy , Fernando J. Von Zuben

Network representations of systems from various scientific and societal domains are neither completely random nor fully regular, but instead appear to contain recurring structural building blocks. These features tend to be shared by…

社会与信息网络 · 计算机科学 2016-10-20 Ian Barnett , Nishant Malik , Marieke L. Kuijjer , Peter J. Mucha , Jukka-Pekka Onnela

Networks effectively capture interactions among components of complex systems, and have thus become a mainstay in many scientific disciplines. Growing evidence, especially from biology, suggest that networks undergo changes over time, and…

统计方法学 · 统计学 2020-03-10 Ali Shojaie

Online social networking services (SNSs) involve communication activities between large number of individuals over the public Internet and their crawled records are often regarded as proxies of real (i.e., offline) interaction structure.…

物理与社会 · 物理学 2014-11-27 Taro Takaguchi , Takanori Maehara , Masashi Toyoda , Ken-ichi Kawarabayashi

A social network consists of a set of actors and a set of relationships between them which describe certain patterns of communication. Most current networks are huge and difficult to analyze and visualize. One of the methods frequently used…

社会与信息网络 · 计算机科学 2015-07-13 Anna Zygmunt

Complex networks has been a hot topic of research over the past several years over crossing many disciplines, starting from mathematics and computer science and ending by the social and biological sciences. Random graphs were studied to…

计算机与社会 · 计算机科学 2021-01-28 Alaa Eddin Alchalabi

Network models are used to study interconnected systems across many physical, biological, and social disciplines. Such models often assume a particular network-generating mechanism, which when fit to data produces estimates of…

社会与信息网络 · 计算机科学 2022-01-17 Ryan E. Langendorf , Matthew G. Burgess

Social network analysis can answer research questions such as why or how individuals interact or form relationships and how those relationships impact other outcomes. Despite the breadth of methods available to address psychological…

社会与信息网络 · 计算机科学 2024-10-02 Tracy Sweet , Selena Wang

Formation of a hierarchy within an organization is a natural way of assigning the duties, delegating responsibilities and optimizing the flow of information. Only for the smallest companies the lack of the hierarchy, that is, a flat one, is…

社会与信息网络 · 计算机科学 2020-09-16 Mateusz Nurek , Radosław Michalski

A collection of articles on the statistical modelling and inference of social networks is analysed in a network fashion. The references of these articles are used to construct a citation network data set, which is almost a directed acyclic…

应用统计 · 统计学 2018-10-30 Clement Lee , Darren J Wilkinson