Inference of hyperedges and overlap** communities in hypergraphs

M Contisciani, F Battiston, C De Bacco - Nature communications, 2022 - nature.com
Hypergraphs, encoding structured interactions among any number of system units, have
recently proven a successful tool to describe many real-world biological and social …

Toward digital twin oriented modeling of complex networked systems and their dynamics: A comprehensive survey

J Wen, B Gabrys, K Musial - Ieee Access, 2022 - ieeexplore.ieee.org
This paper aims to provide a comprehensive critical overview on how entities and their
interactions in Complex Networked Systems (CNS) are modelled across disciplines as they …

Opinion dynamics in social networks: From models to data

AF Peralta, J Kertész, G Iñiguez - arxiv preprint arxiv:2201.01322, 2022 - arxiv.org
Opinions are an integral part of how we perceive the world and each other. They shape
collective action, playing a role in democratic processes, the evolution of norms, and cultural …

Revisiting link prediction: A data perspective

H Mao, J Li, H Shomer, B Li, W Fan, Y Ma… - arxiv preprint arxiv …, 2023 - arxiv.org
Link prediction, a fundamental task on graphs, has proven indispensable in various
applications, eg, friend recommendation, protein analysis, and drug interaction prediction …

Disentangling homophily, community structure, and triadic closure in networks

TP Peixoto - Physical Review X, 2022 - APS
Network homophily, the tendency of similar nodes to be connected, and transitivity, the
tendency of two nodes to be connected if they share a common neighbor, are conflated …

Effect of algorithmic bias and network structure on coexistence, consensus, and polarization of opinions

AF Peralta, M Neri, J Kertész, G Iñiguez - Physical Review E, 2021 - APS
Individuals of modern societies share ideas and participate in collective processes within a
pervasive, variable, and mostly hidden ecosystem of content filtering technologies that …

Free riding, network effects, and burden sharing in defense cooperation networks

BJ Kinne, SN Kang - International Organization, 2023 - cambridge.org
How do states distribute the burdens of collective defense? This paper develops a network
theory of burden sharing. We focus on bilateral defense cooperation agreements (DCAs) …

ComLittee: Literature Discovery with Personal Elected Author Committees

HB Kang, N Soliman, M Latzke, JC Chang… - Proceedings of the 2023 …, 2023 - dl.acm.org
In order to help scholars understand and follow a research topic, significant research has
been devoted to creating systems that help scholars discover relevant papers and authors …

Network context and the effectiveness of international agreements

BJ Kinne - International Studies Quarterly, 2024 - academic.oup.com
Why do some international agreements yield more cooperation than others? I argue that the
network context of agreements conditions their effectiveness. I focus on bilateral defense …

The anatomy of a population-scale social network

E Bokányi, EM Heemskerk, FW Takes - Scientific Reports, 2023 - nature.com
Large-scale human social network structure is typically inferred from digital trace samples of
online social media platforms or mobile communication data. Instead, here we investigate …