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Domain-Specific Knowledge Graph ConstructionWhat Is a Knowledge Graph?

Domain-Specific Knowledge Graph Construction: What Is a Knowledge Graph? [In this chapter, we introduce the basic concept of a knowledge graph (KG). While a knowledge graph seems to be a very simple way of representing information, it turns out to be quite powerful and is almost a lingua franca of sorts between humans and machines. On the one hand, knowledge graphs, if constructed properly, contain much of the useful information that can be found in ‘natural language’ documents like newswire or even social media. On the other hand, machines can process knowledge graphs in a variety of ways, leading to applications and breakthroughs in areas like semantic search, question answering, entity resolution, and representation learning.] http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

Domain-Specific Knowledge Graph ConstructionWhat Is a Knowledge Graph?

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Publisher
Springer International Publishing
Copyright
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2019
ISBN
978-3-030-12374-1
Pages
1 –7
DOI
10.1007/978-3-030-12375-8_1
Publisher site
See Chapter on Publisher Site

Abstract

[In this chapter, we introduce the basic concept of a knowledge graph (KG). While a knowledge graph seems to be a very simple way of representing information, it turns out to be quite powerful and is almost a lingua franca of sorts between humans and machines. On the one hand, knowledge graphs, if constructed properly, contain much of the useful information that can be found in ‘natural language’ documents like newswire or even social media. On the other hand, machines can process knowledge graphs in a variety of ways, leading to applications and breakthroughs in areas like semantic search, question answering, entity resolution, and representation learning.]

Published: Mar 5, 2019

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