Description: Knowledge Graphs : Methodology, Tools and Selected Use Cases, Paperback by Fensel, Dieter; Simsek, Umutcan; Angele, Kevin; Huaman, Elwin; Kärle, Elias, ISBN 3030374386, ISBN-13 9783030374389, Brand New, Free shipping in the US
This book describes methods and tools that empower information providers to build and maintain knowledge graphs, including those for manual, semi-automatic, and automatic construction; implementation; and validation and verification of semantic annotations and their integration into knowledge graphs. It also presents lifecycle-based approaches for semi-automatic and automatic curation of these graphs, such as approaches for assessment, error correction, and enrichment of knowledge graphs with other static and dynamic resources.
Chapter 1 defines knowledge graphs, focusing on the impact of various approaches rather than mathematical precision. Chapter 2 details how knowledge graphs are built, implemented, maintained, and deployed. Chapter 3 then introduces relevant application layers that can be built on top of such knowledge graphs, and explains how inference can be used to define views on such graphs, making it a useful resource for open and service-oriented dialog systems. Chapter 4 discusses applications of knowledge graph technologies for e-tourism and use cases for other verticals. Lastly, Chapter 5 provides a summary and sketches directions for future work. The additional appendix introduces an abstract syntax and semantics for domain specifications that are used to adapt to specific domains and tasks.
To illustrate the practical use of the approaches presented, th discusses several pilots with a focus on conversational interfaces, describing how to exploit knowledge graphs for e-marketing and e-commerce. It is intended for advanced professionals and researchers requiring a brief introduction to knowledge graphs and their implementation.
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Book Title: Knowledge Graphs : Methodology, Tools and Selected Use Cases
Number of Pages: Xvi, 148 Pages
Language: English
Publication Name: Knowledge Graphs : Methodology, Tools and Selected Use Cases
Publisher: Springer International Publishing A&G
Subject: Expert Systems, Enterprise Applications / General
Publication Year: 2020
Type: Textbook
Item Weight: 16 Oz
Item Length: 9.3 in
Subject Area: Computers
Author: Umutcan Simsek, Kevin Angele, Elias Kärle, Dieter Fensel, Elwin Huaman
Item Width: 6.1 in
Format: Trade Paperback
