Random indexing for finding similar nodes within large RDF graphs

ESWC Workshops, pp. 156-171, 2011.

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Keywords:
random indexing methodrdf graphlife scienceadvanced vector space modelrandom indexingMore(8+)

Abstract:

We propose an approach for searching large RDF graphs, using advanced vector space models, and in particular, Random Indexing (RI). We first generate documents from an RDF Graph, and then index them using RI in order to generate a semantic index, which is then used to find similarities between graph nodes. We have experimented with large ...More

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