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Distances Between Formal Concept Analysis Structures
Article de revue   Open Access

Distances Between Formal Concept Analysis Structures

Alexandre Bazin et Giacomo Kahn
Transactions on Graph Data and Knowledge, Vol.3(2), pp.2-18
15/10/2025

Résumé

Concept Lattices Implication Bases Ordinal Data Science Formal Concept Analysis Pattern Mining
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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