[HTML][HTML] Random walks and diffusion on networks

N Masuda, MA Porter, R Lambiotte - Physics reports, 2017 - Elsevier
Random walks are ubiquitous in the sciences, and they are interesting from both theoretical
and practical perspectives. They are one of the most fundamental types of stochastic …

Network analysis of particles and grains

L Papadopoulos, MA Porter, KE Daniels… - Journal of Complex …, 2018 - academic.oup.com
The arrangements of particles and forces in granular materials have a complex organization
on multiple spatial scales that range from local structures to mesoscale and system-wide …

A social network analysis of Twitter: Mapping the digital humanities community

M Grandjean - Cogent arts & humanities, 2016 - Taylor & Francis
Defining digital humanities might be an endless debate if we stick to the discussion about
the boundaries of this concept as an academic “discipline”. In an attempt to concretely …

Random walks, Markov processes and the multiscale modular organization of complex networks

R Lambiotte, JC Delvenne… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Most methods proposed to uncover communities in complex networks rely on combinatorial
graph properties. Usually an edge-counting quality function, such as modularity, is optimized …

Think locally, act locally: Detection of small, medium-sized, and large communities in large networks

LGS Jeub, P Balachandran, MA Porter, PJ Mucha… - Physical Review E, 2015 - APS
It is common in the study of networks to investigate intermediate-sized (or “meso-scale”)
features to try to gain an understanding of network structure and function. For example …

Evidential identification of influential nodes in network of networks

M Li, Q Zhang, Y Deng - Chaos, Solitons & Fractals, 2018 - Elsevier
Network theory has been widely used to describe complex systems in the real world.
However, following the research of networks science, a network with one relationship in it …

Graph-based data clustering via multiscale community detection

Z Liu, M Barahona - Applied Network Science, 2020 - Springer
We present a graph-theoretical approach to data clustering, which combines the creation of
a graph from the data with Markov Stability, a multiscale community detection framework. We …

Social positions and collective sense-making in crisis communication

S Stieglitz, M Mirbabaie, M Milde - International Journal of Human …, 2018 - Taylor & Francis
This article addresses how uncertainties during crisis situations evolve over time and how
social positions dynamically affect the collective sense-making process in social media crisis …

[图书][B] Multimodal political networks

D Knoke, M Diani, J Hollway, D Christopoulos - 2021 - books.google.com
Research on social networks has become a significant area of investigation in the social
sciences, and social network concepts and tools are widely employed across many …

A biased review of biases in Twitter studies on political collective action

P Cihon, T Yasseri - Frontiers in Physics, 2016 - frontiersin.org
In recent years researchers have gravitated to Twitter and other social media platforms as
fertile ground for empirical analysis of social phenomena. Social media provides …