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DATAMINE
2010
175views more  DATAMINE 2010»
9 years 12 months ago
Extracting influential nodes on a social network for information diffusion
We address the combinatorial optimization problem of finding the most influential nodes on a large-scale social network for two widely-used fundamental stochastic diffusion models...
Masahiro Kimura, Kazumi Saito, Ryohei Nakano, Hiro...
DIS
2009
Springer
10 years 3 months ago
Discovering Influential Nodes for SIS Models in Social Networks
We address the problem of efficiently discovering the influential nodes in a social network under the susceptible/infected/susceptible (SIS) model, a diffusion model where nodes ar...
Kazumi Saito, Masahiro Kimura, Hiroshi Motoda
AAAI
2008
10 years 2 months ago
Minimizing the Spread of Contamination by Blocking Links in a Network
We address the problem of minimizing the propagation of undesirable things, such as computer viruses or malicious rumors, by blocking a limited number of links in a network, a dua...
Masahiro Kimura, Kazumi Saito, Hiroshi Motoda
ASUNAM
2009
IEEE
10 years 6 months ago
Models of Communication Dynamics for Simulation of Information Diffusion
—We study information diffusion in real-life and synthetic dynamic networks, using well known threshold and cascade models of diffusion. Our test-bed is the communication network...
Konstantin Mertsalov, Malik Magdon-Ismail, Mark K....
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