Embedding Knowledge Graphs with RDF2vec / Najlacnejšie knihy
Embedding Knowledge Graphs with RDF2vec

Code: 50452568

Embedding Knowledge Graphs with RDF2vec

by Heiko Paulheim, Petar Ristoski, Jan Portisch

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, ... more

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Book synopsis

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.

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