Tous les ebooks de la collection "Synthesis Lectures on Data, Semantics, and Knowledge" - Springer


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Télécharger le livre :  Knowledge Graph Reasoning
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Knowledge Graph Reasoning


Kewei Cheng , Yizhou Sun


This book provides a coherent and unifying view for logic and representation learning to contribute to knowledge graph (KG) reasoning and produce better computational tools for integrating both worlds.  To this end, logic and deep neural network models are studied...

Parution : 2024-11-21
Format(s) : PDF, ePub
Éditeur : Springer
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40,83
Télécharger le livre :  Embedding Knowledge Graphs with RDF2vec
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Embedding Knowledge Graphs with RDF2vec


Heiko Paulheim , Jan Portisch , Petar Ristoski


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...

Parution : 2023-06-03
Format(s) : PDF, ePub
Éditeur : Springer
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45,93
Télécharger le livre :  Aaron Swartz's A Programmable Web: An Unfinished Work
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Aaron Swartz's A Programmable Web: An Unfinished Work


Aaron Swartz


This short work is the first draft of a book manuscript by Aaron Swartz written for the series "Synthesis Lectures on the Semantic Web" at the invitation of its editor, James Hendler. Unfortunately, the book wasn't completed before Aaron's death in January 2013. As a...

Parution : 2022-11-10
Format(s) : PDF
Éditeur : Springer
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5,09
Télécharger le livre :  Knowledge Graphs
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Knowledge Graphs


Claudia D'amato


This book provides a comprehensive and accessible introduction to knowledge graphs, which have recently garnered notable attention from both industry and academia. Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now...

Parution : 2022-06-01
Format(s) : PDF
Éditeur : Springer
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66,35

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