Fast Evaluation of Link Prediction by Random Sampling of Unobserved Links.
Jingwei WangYunlong MaZeyu ChenXuheng WangYuan YunWeiming ShenMin LiuPublished in: CoRR (2020)
Keyphrases
- random sampling
- link prediction
- link formation
- missing links
- link structure
- social network analysis
- random walk
- network analysis
- social networks
- sampling algorithm
- heterogeneous networks
- active learning
- sampling procedure
- sample size
- bipartite graph
- complex networks
- multi relational
- factor graph model
- sampling methods
- random sample
- random samples
- social ties
- heterogeneous information networks
- network structure
- reservoir sampling
- entity resolution
- sliding window
- supervised learning