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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 schema.org 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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