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Polyadic relational concept analysis.

Authors :
Bazin, Alexandre
Galasso, Jessie
Kahn, Giacomo
Source :
International Journal of Approximate Reasoning. Jan2024, Vol. 164, pN.PAG-N.PAG. 1p.
Publication Year :
2024

Abstract

Formal concept analysis is a mathematical framework based on lattice theory that aims at representing the information contained in binary object-attribute datasets (called formal contexts) in the form of a lattice of so-called formal concepts. Since its introduction, it has been extended to more complex types of data. In this paper, we are interested in two of those extensions: relational concept analysis and polyadic concept analysis that allow to process, respectively, relational data and n -ary relations. We present a framework for polyadic relational concept analysis that extends relational concept analysis to relational datasets that are made of n -ary relations. We show its basic properties and that it is a valid extension of relational concept analysis. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0888613X
Volume :
164
Database :
Academic Search Index
Journal :
International Journal of Approximate Reasoning
Publication Type :
Periodical
Accession number :
173976758
Full Text :
https://doi.org/10.1016/j.ijar.2023.109067