We extend traditional functional dependencies (FDs) for data quality purposes to accommodate ontological variations in the attribute values. We begin by formally defining a novel class of dependencies called ontological FDs, which strictly generalize traditional FDs by allowing differences controlled by an ontology database. The ontology databases contain information about synonyms. We then foc...