Choosing to grow a graph: Modeling network formation as discrete choice

J Overgoor, A Benson, J Ugander - The World Wide Web Conference, 2019 - dl.acm.org
We provide a framework for modeling social network formation through conditional
multinomial logit models from discrete choice and random utility theory, in which each new …

Joint estimation of preferential attachment and node fitness in growing complex networks

T Pham, P Sheridan, H Shimodaira - Scientific reports, 2016 - nature.com
Complex network growth across diverse fields of science is hypothesized to be driven in the
main by a combination of preferential attachment and node fitness processes. For …

Recent advances on mechanisms of network generation: Community, exchangeability, and scale‐free properties

Z Li, Y Hou, T Wang - Wiley Interdisciplinary Reviews …, 2024 - Wiley Online Library
The mechanisms of network generation have undergone extensive analysis and found
broad applications in various real‐world scenarios. Among the fruitful literature on network …

Deciphering the laws of social network-transcendent COVID-19 misinformation dynamics and implications for combating misinformation phenomena

M Cheng, C Yin, S Nazarian, P Bogdan - Scientific reports, 2021 - nature.com
The global rise of COVID-19 health risk has triggered the related misinformation infodemic.
We present the first analysis of COVID-19 misinformation networks and determine few of its …

Exploring the impacts of network mechanisms on knowledge sharing and extra-role behavior

CH Liao - Journal of Knowledge Management, 2022 - emerald.com
Purpose This study aims to not only develop measurements of preferential attachment and
homophily mechanisms based on their definitions and network theory but also examine the …

Networks with growth and preferential attachment: modelling and applications

GG Piva, FL Ribeiro, AS Mata - Journal of Complex Networks, 2021 - academic.oup.com
This article presents a brief overview of the main network models that use growth and
preferential attachment. We start with the classical model proposed by Barabási and Albert …

The US-China race for technological centrality: A network perspective

JV Rojo, S Visintin - Structural Change and Economic Dynamics, 2024 - Elsevier
This research analyzes the evolution of technological leadership in the global patents
network, focusing on the roles of the US and China from 2001 to 2021. The US's central …

[HTML][HTML] A preferential attachment paradox: How preferential attachment combines with growth to produce networks with log-normal in-degree distributions

P Sheridan, T Onodera - Scientific reports, 2018 - nature.com
Every network scientist knows that preferential attachment combines with growth to produce
networks with power-law in-degree distributions. How, then, is it possible for the network of …

The structure of collaboration networks: Findings from three decades of co-invention patents in Chile

PE Pinto, A Vallone, G Honores - Journal of Informetrics, 2019 - Elsevier
Collaboration networks have primarily been studied in developed economies. In this paper,
we present a comprehensive analysis of co-inventor networks in a small but thriving OECD …

[图书][B] Citation analysis and dynamics of citation networks

M Golosovsky - 2019 - Springer
This book belongs to the science of science. The idea of this book appeared in 2007–2010
when I attended the interdisciplinary seminar of Prof. Sorin Solomon in the Racah Institute of …