2-Hopper: Accurately Estimate Individual and Social Attributes of Social Networks With Fewer Repeats via Random Walk.
Lingling ZhangHong JiangFang WangDan FengPublished in: IEEE Access (2019)
Keyphrases
- random walk
- social networks
- link prediction
- social interaction
- social graph
- social networking
- social relationships
- social media
- directed graph
- social network analysis
- social behavior
- online social networks
- information diffusion
- markov random walk
- network analysis
- social networking sites
- markov chain
- online communities
- transition probabilities
- multi db
- graph laplacian
- community detection
- graph mining
- web graph
- social network data
- social roles
- machine learning
- transition probability matrix
- image segmentation
- spectral methods
- social web
- complex networks
- information flow