Knowledge Graphs: Fundamentals, Techniques, and Applications

Knowledge Graphs: Fundamentals, Techniques, and Applications

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2021 · 英語 · ハードカバー · 2 editions
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説明

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.

本の詳細

形式 ハードカバー
ページ数 568ページ
言語 英語
公開されました Mar 30, 2021
出版社 MIT Press
ISBN-10 0262045095
ISBN-13 9780262045094

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