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Embedding Knowledge Graphs with RDF2vec
Av Heiko Paulheim, Petar Ristoski, Jan Portisch, 2024.Del av serien Synthesis Lectures on Data, Semantics, and Knowledge.
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.
PocketEngelsk
Normalpris: 529,-
476,-
Spar 53,-
Ikke tilgjengelig for Klikk&Hent
Midlertidig tomt på lager
Bestillingsvare. Forventes sendt om ca 20 dager
Oppdag mer
Embedding Knowledge Graphs with RDF2vec
Av Heiko Paulheim, Petar Ristoski, Jan Portisch, 2024.Del av serien Synthesis Lectures on Data, Semantics, and Knowledge.
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.
Oppdag mer
Normalpris: 529,-
476,-
Spar 53,-
PocketEngelsk
Ikke tilgjengelig for Klikk&Hent
Midlertidig tomt på lager
Bestillingsvare. Forventes sendt om ca 20 dager
476,-
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