Renée J. Miller

A Collective, Probabilistic Approach to Schema Mapping Using Diverse Noisy Evidence

2018 · IEEE Transactions on Knowledge and Data Engineering

We propose a probabilistic approach to the problem of schema mapping. Our approach is declarative, scalable, and extensible. It builds upon recent results in both schema mapping and probabilistic reasoning and contributes novel techniques in …