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Convergence issues in Relational Concept Analysis based on AOC-posets
Author1, Author2, Author3, Author4, Author5
Relational Concept AnalysisAOC-posetsconvergenceconcept lattices
2609.00054
Builder Relevance
2h ago70%
Abstract
This paper investigates the loss of convergence in Relational Concept Analysis when using AOC-posets instead of concept lattices.
Reality Card
Core Claim
The paper identifies conditions under which convergence can still be ensured in AOC-posets and proposes a convergent variant of the process.
Method / Result
A convergent variant of the process is proposed that preserves the AOC-poset structure.
Limitations
The proposed method may lead to attributes referring to concepts absent from the final structures, which could affect interpretability.
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