Embedding Knowledge Graphs with RDF2vec is popular PDF and ePub book, written by Heiko Paulheim in 2023-06-03, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Embedding Knowledge Graphs with RDF2vec can be Read Online from any device for your convenience.
Embedding Knowledge Graphs with RDF2vec Book PDF Summary
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.
Detail Book of Embedding Knowledge Graphs with RDF2vec PDF
- Author : Heiko Paulheim
- Release : 03 June 2023
- Publisher : Springer Nature
- ISBN : 9783031303876
- Genre : Computers
- Total Page : 165 pages
- Language : English
- PDF File Size : 13,6 Mb
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