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Graph Sampling for Linked Data: DBPedia Results

Version 2 2013-05-09, 13:49
Version 1 2013-05-09, 15:40
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posted on 2013-05-09, 15:40 authored by Laurens RietveldLaurens Rietveld, Christophe GuéretChristophe Guéret, Stefan Schlobach, Antonis LoizouAntonis Loizou, Rinke HoekstraRinke Hoekstra

Results for Graph Sampling for Linked Data, a submission for ISWC 2013

We apply different rewrite methods to transform our RDF graph into an unweighted directed graph with unlabelled edges. The rewritten graph is analysed using different standard network algorithms, after which the weights are aggregated back to the RDF triples.

We measure the quality of the subgraph using query logs, where we calculate the recall by executing each query on the subgraph as well as the original graph.

Navigatable results (i.e. html) are available here:
http://data2semantics.github.io/GraphSampling/

 

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