EAN: 9783031303890

EMBEDDING KNOWLEDGE GRAPHS WITH RDF2VEC - HEIKO...

This book explains the ideas behind one of the most well-known methods for knowledge graph
embedding of transformations to compute vector representations from a graph  known as RDF2vec.
The authors describe its usage in practice  from reusing pre-trained knowledge graph embeddings
to training tailored vectors for a knowledge graph at hand. They also demonstrate different
extensions of RDF2vec and how they affect not only the downstream performance  but also the
expressivity of the resulting vector representation  and analyze the resulting vector spaces
and the semantic properties they encode.

Aktuelle Preise zur EAN 9783031303890

Produktinformationen zur 9783031303890