Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)

@article{Gong2011PredictingLA,
  title={Predicting Links and Inferring Attributes using a Social-Attribute Network (SAN)},
  author={Neil Zhenqiang Gong and Ameet Talwalkar and Lester W. Mackey and Ling Huang and Eui Chul Richard Shin and Emil Stefanov and Elaine Shi and Dawn Xiaodong Song},
  journal={CoRR},
  year={2011},
  volume={abs/1112.3265}
}
The effects of social influence and network autocorrelation suggest that both network structure and node attribute information should inform the tasks of link prediction and node attribute inference. However, the algorithmic question of how to efficiently incorporate these two sources of information remains largely unanswered. We propose a Social-Attribute Network (SAN) model that gracefully integrates node attributes with network structure to predict network links and infer node attributes. We… CONTINUE READING
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