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DATAMINE
2010
175views more  DATAMINE 2010»
13 years 6 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
13 years 10 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
13 years 8 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
14 years 24 days 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....