An FCA-based approach to RDF graphs

Formal concept analysis
Imprecise information
Uncertainty
Authors

Ondrej Krídlo

Domingo López-Rodríguez

Manuel Ojeda-Aciego

Marek Reformat

Published

28 January 2024

Publication details

Fuzzy Sets Theory and Applications, FSTA, 2024

Links

 

Abstract

We investigate building a connection between RDF and FCA. The proposed approach transforms an RDF graph, where vertices represent objects of different types and edges represent relationships between these objects, into a series of bipartite graphs. It is achieved by separating edges representing specific relationships, resulting in a clear representation of the relationship of interest without clutter. To address this issue, we propose a bond-based construction of rigorous and benevolent compositions of bipartite graphs. These bipartite graphs are extracted from RDF graphs and combined—using the proposed construction—with external information related to the graphs’ entities.

Funding

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