Online community transition detection
… leave communities over time. How to automatically detect the online community transitions
… (MDL) principle to trace the evolution of community transition of individual users, adaptive to …
… (MDL) principle to trace the evolution of community transition of individual users, adaptive to …
Phase transitions in spectral community detection
… one performs community detection via spectral clustering there exists an abrupt phase transition
as … Color versions of one or more of the figures in this paper are available online at http://…
as … Color versions of one or more of the figures in this paper are available online at http://…
Exploring the transition behavior of nodes in temporal networks based on dynamic community detection
… We find that the important common feature of the node’s community transition is node’s …
For example, if an online social group is not active enough, the members of the group will …
For example, if an online social group is not active enough, the members of the group will …
Phase transitions in community detection: A solvable toy model
… Here we study the community detection problem within the … Zero-temperature inference for
community detection was also … a "toy model" for the real community detection problem. It is far …
community detection was also … a "toy model" for the real community detection problem. It is far …
Community detection in social networks
… A large number of community-detection algorithms have been proposed … detection of
communities in social networks. We also discuss some of the applications of community detection. …
communities in social networks. We also discuss some of the applications of community detection. …
Inference and phase transitions in the detection of modules in sparse networks
… online communities to gene regulatory networks, nodes belong to modules or communities
… A fundamental problem is to detect these communities and understand what role they play in …
… A fundamental problem is to detect these communities and understand what role they play in …
Universal phase transition in community detectability under a stochastic block model
PY Chen, AO Hero III - Physical Review E, 2015 - APS
… with the phase-transition threshold of several spectral community detection methods derived
from Eq… (Color online) Validation of theoretical critical phasetransition threshold (24) for two …
from Eq… (Color online) Validation of theoretical critical phasetransition threshold (24) for two …
No country for old members: User lifecycle and linguistic change in online communities
C Danescu-Niculescu-Mizil, R West… - Proceedings of the …, 2013 - dl.acm.org
… Our results thus have practical significance for designers and maintainers of online communities,
who can use them to detect early in a user’s career how long she will stay active in the …
who can use them to detect early in a user’s career how long she will stay active in the …
Overlapping community detection in networks: The state-of-the-art and comparative study
J Xie, S Kelley, BK Szymanski - Acm computing surveys (csur), 2013 - dl.acm.org
… This article reviews the state-of-the-art in overlapping community detection algorithms, …
community-level evaluation, we propose a framework for evaluating algorithms’ ability to detect …
community-level evaluation, we propose a framework for evaluating algorithms’ ability to detect …
Community detection in networks: A user guide
S Fortunato, D Hric - Physics reports, 2016 - Elsevier
… This work presents a critical analysis of the problem of community detection, intended to
practitioners but accessible to readers with basic notions of network science. It is not meant to …
practitioners but accessible to readers with basic notions of network science. It is not meant to …
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