Fields of one database can be matched to fields of another by training a polytomous logistic regression on cell contents and aggregating the resulting per-cell probabilities.
An approach to building high-quality tag hierarchies from crowdsourced taxonomic tag pairs
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Ontology alignment: A Content-Based Bayesian Approach
Fields of one database can be matched to fields of another by training a polytomous logistic regression on cell contents and aggregating the resulting per-cell probabilities.