Distances Between Formal Concept Analysis Structures
Abstract
In this paper, we study the notion of distance between the most important structures of formal concept analysis: formal contexts, concept lattices, and implication bases. We first define three families of Minkowski-like distances between these three structures. We then present experiments showing that the correlations of these measures are low and depend on the distance between formal contexts.
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