Kniha Embedding Knowledge Graphs with RDF2vec Heiko Paulheim

Embedding Knowledge Graphs with RDF2vec

Jazyk: Angličtina
Vazba: Brožovaná
Dostupnost: Skladem u dodavatele
Odesíláme za 10-18 dnů
1 270
This book explains the ideas behind one of the most well-known methods for knowledge graph embedding...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2023
Stránek
170
EAN
9783031303883
ISBN
3031303881
Enbook ID
50452568
Hmotnost
283
Rozměry
170 x 244 x 9

Kompletní popis

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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