Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs

Gilles Vandewiele
Gilles Vandewiele
Bram Steenwinckel
Bram Steenwinckel
Michael Weyns
Michael Weyns
Cited by: 0|Bibtex|Views15|Links

Abstract:

As KGs are symbolic constructs, specialized techniques have to be applied in order to make them compatible with data mining techniques. RDF2Vec is an unsupervised technique that can create task-agnostic numerical representations of the nodes in a KG by extending successful language modelling techniques. The original work proposed the We...More

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