Name: Embedding Knowledge Graphs with Rdf2vec
Price: 50.12 EUR
Availability: InStock
Author: Paulheim, Heiko ; Ristoski, Petar ; Portisch, Jan
ISBN: 9783031303869

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portada Embedding Knowledge Graphs with Rdf2vec

Type

Physical Book

Author

Publisher

Language

English

Pages

158

Format

Hardcover

Dimensions

24.4 x 17.0 x 1.4 cm

Weight

0.45 kg.

ISBN13

9783031303869

Synopsis "Embedding Knowledge Graphs with Rdf2vec"

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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Embedding Knowledge Graphs with Rdf2vec - Paulheim, Heiko ; Ristoski, Petar ; Portisch, Jan

Synopsis "Embedding Knowledge Graphs with Rdf2vec"

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