Generative models for rapid information propagation.

Kirill Dyagilev Shie Mannor Elad Yom-Tov

Published in: SOMA@KDD (2010)

Keyphrases

generative model
information propagation
probabilistic model
social networks
diffusion process
online social
discriminative learning

discriminative models
information flow
influence maximization
conditional random fields
prior knowledge
semi supervised
social behavior

em algorithm
expectation maximization
discriminative methods
hierarchical hidden markov models
social network analysis
community detection
micro blogging

online communities
social graph
online social networks
maximum likelihood
language model
image processing