A Comprehensive Bayesian Approach to Entity Resolution for Data with Multiple Truths

Hyungjoon Kim, Andee Kaplan, Matthew D. Koslovsky

In many applications, from government to ecology, integrating data from diverse and noisy sources is critical for downstream inference. However, a unique identifier to link records…