RDF Graph Alignment with Bisimulation - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Conference Papers Year : 2016

RDF Graph Alignment with Bisimulation

Abstract

We investigate the problem of aligning two RDF databases, an essential problem in understanding the evolution of ontologies. Our approaches address three fundamental challenges: 1) the use of " blank " (null) names, 2) ontology changes in which different names are used to identify the same entity, and 3) small changes in the data values as well as small changes in the graph structure of the RDF database. We propose approaches inspired by the classical notion of graph bisimulation and extend them to capture the natural metrics of edit distance on the data values and the graph structure. We evaluate our methods on three evolving curated data sets. Overall, our results show that the proposed methods perform well and are scalable.
Fichier principal
Vignette du fichier
staworko-vldb16.pdf (463.88 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-01417156 , version 1 (15-12-2016)

Identifiers

Cite

Peter Buneman, Sławek Staworko. RDF Graph Alignment with Bisimulation. VLDB 2016 - 42nd International Conference on Very Large Databases, Sep 2016, New Dehli, India. pp.1149 - 1160, ⟨10.14778/2994509.2994531⟩. ⟨hal-01417156⟩
191 View
85 Download

Altmetric

Share

Gmail Facebook X LinkedIn More