Barrasa, Jesus

Building Knowledge Graphs: A Practitioner's Guide

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ISBN 13:
9781098127107
author:
Barrasa, Jesus
format:
Paperback
publisher:
O'Reilly Media
language:
English
Publication Year:
2017
Pages:
350
Dimensions:
23.1 x 17.5 x 2 centimetres (0.5
Genre:
Computers, Computer Science, Natural Language Processing,
Condition:
New
supplier_id:
35
Availability:
Item usually sent within 7 working days
£54.95

Description

Building Knowledge Graphs: A Practical Guide By Jesus Barrasa and Jim Webber In today's data-driven world, knowledge graphs are becoming increasingly important for organizations to keep track of complex information. By storing interlinked descriptions of entities, such as objects, events, or abstract concepts, knowledge graphs can help manage vast amounts of data. This practical book shows data scientists and data engineers how to build their own knowledge graphs using hands-on examples. You'll learn about common patterns for building knowledge graphs that solve pressing knowledge management problems, and discover how these graphs become increasingly useful as you add data and augment them with algorithms and machine learning. The authors will guide you through the organizing principles necessary to build a knowledge graph, and provide examples of integration-and-search knowledge graphs, pattern detection knowledge graphs, and dependency knowledge graphs. From importing structured and unstructured data into your graph, to using graph algorithms and ML to gain insight into connected data, this book provides a comprehensive foundation for building knowledge graphs.

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