Description: Knowledge Graphs Please note: this item is printed on demand and will take extra time before it can be dispatched to you (up to 20 working days). Methodology, Tools and Selected Use Cases Author(s): Dieter Fensel, Umutcan Simsek, Kevin Angele, Elwin Huaman, Elias Karle, Oleksandra Panasiuk, Ioan Toma, Jurgen Umbrich, Alexander Wahler Format: Paperback Publisher: Springer Nature Switzerland AG, Switzerland Imprint: Springer Nature Switzerland AG ISBN-13: 9783030374389, 978-3030374389 Synopsis 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 [url] to specific domains and tasks. To illustrate the practical use of the approaches presented, the book 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
Number of Pages: 148 Pages
Language: English
Publication Name: Knowledge Graphs: Methodology, Tools and Selected Use Cases
Publisher: Springer Nature Switzerland A&G
Publication Year: 2020
Subject: Government, Computer Science
Item Height: 235 mm
Item Weight: 261 g
Type: Textbook
Author: Oleksandra Panasiuk, Ioan Toma, Umutcan Simsek, Elwin Huaman, Kevin Angele, Alexander Wahler, Dieter Fensel, Elias Karle, Jurgen Umbrich
Item Width: 155 mm
Format: Paperback
