Influence Spread in Large-Scale Social Networks - A Belief Propagation Approach.
Huy NguyenRong ZhengPublished in: ECML/PKDD (2) (2012)
Keyphrases
- belief propagation
- influence spread
- greedy algorithm
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- social network analysis
- fixed point
- loopy belief propagation
- pairwise
- markov networks
- free energy
- seed set
- dynamic programming
- energy function
- greedy algorithms
- factor graphs
- probabilistic inference
- community detection
- influence maximization
- max product
- social networks
- objective function
- image segmentation
- knapsack problem
- high resolution
- worst case
- parameter estimation