Generative models for rapid information propagation.
Kirill DyagilevShie MannorElad Yom-TovPublished 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