LinkProbe: Probabilistic inference on large-scale social networks.
Haiquan ChenWei-Shinn KuHaixun WangLiang TangMin-Te SunPublished in: ICDE (2013)
Keyphrases
- probabilistic inference
- graphical models
- social network analysis
- bayesian networks
- influence diagrams
- weighted model counting
- message passing
- conditional probabilities
- efficient inference
- context specific independence
- approximate inference
- probabilistic reasoning
- bayesian belief networks
- belief networks
- community structure
- exact inference
- bucket elimination
- variable elimination
- belief propagation
- elimination algorithm
- higher order
- probability distribution
- artificial neural networks