A formal approach to meaning

Building on the overlap between notions of duality and the principles of Formal Concept Analysis, we propose a way of quantifying the degree of meaningfulness of one aspect of a data set for defining another. Drawing on ideas from information theory, some familiar and some less familiar, we demonstrate not only how to maximize the meaningfulness in a dataset, but how to translate across datasets.