Effects of Network Communities and Topology Changes in Message-Passing Computation of Harmonic Influence in Social Networks.
Wilbert Samuel RossiPaolo FrascaPublished in: CoRR (2018)
Keyphrases
- message passing
- social networks
- small world
- community structure
- information diffusion
- complex networks
- viral marketing
- network structure
- social network data
- network dynamics
- real world networks
- belief propagation
- interconnection networks
- link prediction
- network effects
- social influence
- social network analysis
- singly connected
- community detection
- real world social networks
- communities in social networks
- junction tree
- matrix multiplication
- distributed systems
- online social
- social media
- probabilistic inference
- shared memory
- distributed shared memory
- bayesian networks
- factor graphs
- social relationships
- online communities
- online social networks
- approximate inference
- graph cuts
- graphical models
- markov random field
- sum product
- inference in graphical models
- power law
- virtual communities
- sum product algorithm
- probability distribution