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Embedding Knowledge Graphs with RDF2vec

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Embedding Knowledge Graphs with RDF2vec Heiko Paulheim
Libristo kod: 50452568
Nakladnici Springer Nature B.V., lipanj 2023
This book explains the ideas behind one of the most well-known methods for knowledge graph embedding... Cijeli opis
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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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Informacije o knjizi

Puni naziv Embedding Knowledge Graphs with RDF2vec
Autor Heiko Paulheim, Petar Ristoski, Jan Portisch
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2023
Broj stranica 170
EAN 9783031303883
ISBN 3031303881
Libristo kod 50452568
Nakladnici Springer Nature B.V.
Težina 283
Dimenzije 170 x 244 x 9

Kategorija

Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Computer science > Artificial intelligence
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