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A Record Linkage Model Incorporating Relational Data
[article]
2018
arXiv
pre-print
In this paper we introduce a novel Bayesian approach for linking multiple social networks in order to discover the same real world person having different accounts across networks. In particular, we develop a latent model that allow us to jointly characterize the network and linkage structures relying in both relational and profile data. In contrast to other existing approaches in the machine learning literature, our Bayesian implementation naturally provides uncertainty quantification via
arXiv:1808.04511v1
fatcat:qqw5fy7pf5hlvpx2pf3dwnftqy