Knowledge Graphs: Fundamentals, Techniques, and Applications

Knowledge Graphs: Fundamentals, Techniques, and Applications

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Mar 30, 2021 · English · Hardcover (568 pages)
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Book Details

Format Hardcover
Pages 568
Language English
Published Mar 30, 2021
Publisher MIT Press
ISBN-10 0262045095
ISBN-13 9780262045094

Description

This book serves as a comprehensive guide to the essential aspects of knowledge graphs, weaving together foundational concepts, advanced techniques, and a variety of real-world applications. The authors bring their expert knowledge in the field to demystify the intricacies of constructing and utilizing knowledge graphs, providing readers with a solid grounding in both theory and practice.

Through detailed explanations and examples, the text explores the evolution of knowledge representation, touching upon their significance in the context of artificial intelligence and data science. By illustrating how knowledge graphs can enhance data interoperability and reasoning, the book illustrates their transformative potential across diverse domains, from healthcare to social networks.

The authors also delve into the technical frameworks and tools needed to harness the power of knowledge graphs. Readers are guided through the development and deployment processes, encouraging a hands-on approach that fosters skill-building and innovation. This resource is invaluable for anyone looking to deepen their understanding of this pivotal area in computing and machine learning.

Genres

Science & Technology
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