Domain-Specific Knowledge Graph Construction

• Main Author: Kejriwal, Mayank (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: SpringerBriefs in Computer Science,
• Subjects: Data mining.; Information storage and retrieval.; Application software.; Mathematical statistics.; Data Mining and Knowledge Discovery.; Information Storage and Retrieval.; Information Systems Applications (incl. Internet).; Probability and Statistics in Computer Science.

The vast amounts of ontologically unstructured information on the Web, including HTML, XML and JSON documents, natural language documents, tweets, blogs, markups, and even structured documents like CSV tables, all contain useful knowledge that can present a tremendous advantage to the Artificial Int...

Table of Contents:

• 1. What is a knowledge graph?
• 2. Information Extraction
• 3. Entity Resolution
• 4. Advanced Topic: Knowledge Graph Completion
• 5. Ecosystems .