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We examine a node centrality measure based on the notion of total communicability, defined in terms of the row sums of the exponential of the adjacency matrix of the network. We argue that this is a natural metric for ranking nodes in a…

社会与信息网络 · 计算机科学 2013-04-05 Michele Benzi , Christine Klymko

As a quantification of the main bottleneck to flow over a graph, the network property of conductance plays an important role in the process of synchronization of network-coupled dynamical systems. Diffusive coupling terms serve not only to…

物理与社会 · 物理学 2025-10-29 C. Tyler Diggans

A common form of competition is one where judges grade contestants' performances which are then compiled to determine the final ranking of the contestants. Unlike in another common form of competition where two contestants play a…

物理与社会 · 物理学 2016-08-09 Gyuhyeon Jeon , Juyong Park

The trophic levels of nodes in directed networks can reveal their functional properties. Moreover, the trophic coherence of a network, defined in terms of trophic levels, is related to properties such as cycle structure, stability and…

物理与社会 · 物理学 2020-01-16 R. S. MacKay , S. Johnson , B. Sansom

Exchange of services and resources in, or over, networks is attracting nowadays renewed interest. However, despite the broad applicability and the extensive study of such models, e.g., in the context of P2P networks, many fundamental…

计算机科学与博弈论 · 计算机科学 2015-04-09 Leonidas Georgiadis , George Iosifidis , Leandros Tassiulas

Social marketing is becoming increasingly important in contemporary business. Central to social marketing is quantifying how consumers choose between alternatives and how they influence each other. This work considers a new but simple…

社会与信息网络 · 计算机科学 2014-05-05 Jeremy Chen

The problem of assigning centrality values to nodes and edges in graphs has been widely investigated during last years. Recently, a novel measure of node centrality has been proposed, called k-path centrality index, which is based on the…

社会与信息网络 · 计算机科学 2013-03-08 Pasquale De Meo , Emilio Ferrara , Giacomo Fiumara , Angela Ricciardello

In this work we present novel results to the problem of the Hegselmann-Krause dynamics in networks obtained by an extensive study of the behavior of the standard order parameter sensitive to the onset of consensus: the normalized size of…

物理与社会 · 物理学 2021-06-16 Hendrik Schawe , Sylvain Fontaine , Laura Hernández

A mobile ad hoc network is a self organized cooperative network that works without any permanent infrastructure. This infrastructure less design makes it complex compared to other wireless networks. Lot of attacks and misbehavior obstruct…

网络与互联网体系结构 · 计算机科学 2014-01-07 Anoop J. Sahoo , Md. Amir Khusru Akhtar

In complex networks there are overlapping substructures or "circles" that consist of nodes belonging to multiple cohesive subgroups. Yet the role of these overlapping nodes in influence spreading processes remains underexplored. In the…

社会与信息网络 · 计算机科学 2026-03-12 Kosti Koistinen , Vesa Kuikka , Kimmo Kaski

In a social network, the number of links of a node, or node degree, is often assumed as a proxy for the node's importance or prominence within the network. It is known that social networks exhibit the (first-order) assortative mixing, i.e.…

物理与社会 · 物理学 2017-10-24 Shi Zhou , Ingemar J. Cox , Lars K. Hansen

Directed networks are ubiquitous and are necessary to represent complex systems with asymmetric interactions---from food webs to the World Wide Web. Despite the importance of edge direction for detecting local and community structure, it…

物理与社会 · 物理学 2010-11-09 Jacob G. Foster , David V. Foster , Peter Grassberger , Maya Paczuski

From the viewpoint of networks, a ranking system for players or teams in sports is equivalent to a centrality measure for sports networks, whereby a directed link represents the result of a single game. Previously proposed network-based…

物理与社会 · 物理学 2012-12-07 Shun Motegi , Naoki Masuda

Determining the relative importance of nodes in directed networks is important in, for example, ranking websites, publications, and sports teams, and for understanding signal flows in systems biology. A prevailing centrality measure in this…

物理与社会 · 物理学 2010-11-10 Naoki Masuda , Hiroshi Kori

In citation networks, the activity of papers usually decreases with age and dormant papers may be discovered and become fashionable again. To model this phenomenon, a competition mechanism is suggested which incorporates two factors:…

物理与社会 · 物理学 2013-08-27 Xue-Wen Wang , Li-Jie Zhang , Guo-Hong Yang , Xin-Jian Xu

Who are the influential people in an online social network? The answer to this question depends not only on the structure of the network, but also on details of the dynamic processes occurring on it. We classify these processes as…

计算机与社会 · 计算机科学 2010-05-27 Rumi Ghosh , Kristina Lerman

Many real world systems can be expressed as complex networks of interconnected nodes. It is frequently important to be able to quantify the relative importance of the various nodes in the network, a task accomplished by defining some…

物理与社会 · 物理学 2016-08-08 José Ricardo Furlan Ronqui , Gonzalo Travieso

I study a moral hazard problem between a principal and multiple agents who experience positive peer effects represented by a (weighted) network. Under the optimal linear contract, the principal provides high-powered incentives to central…

理论经济学 · 经济学 2024-06-18 Marc Claveria-Mayol

Networks describe a range of social, biological and technical phenomena. An important property of a network is its degree correlation or assortativity, describing how nodes in the network associate based on their number of connections.…

社会与信息网络 · 计算机科学 2017-02-06 David N Fisher , Matthew J Silk , Daniel W Franks

Nodes in networks that exhibit high connectivity, also called ``hubs'', play a critical role in determining the structural and functional properties of networked systems. However, there is no clear definition of what constitutes a hub node…

社会与信息网络 · 计算机科学 2024-03-25 Alec Kirkley