Domain-Specific Knowledge Graph Construction

Mayank Kejriwal

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Language: English

Published by Springer, Springer International Publishing Mär 2019, 2019

303012374X / 9783030123741

Series: Book 289 of 322 - SpringerBriefs in Computer Science

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This item is printed on demand - Print on Demand Titel. Neuware -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 Intelligence community if extracted robustly, efficiently and semi-automatically as knowledge graphs. Domain-specific Knowledge Graph Construction (KGC) is an active research area that has recently witnessed impressive advances due to machine learning techniques like deep neural networks and word embeddings. This book will synthesize Knowledge Graph Construction over Web Data in an engaging and accessible manner.The book describes a timely topic for both early -and mid-career researchers. Every year, more papers continue to be published on knowledge graph construction, especially for difficult Web domains. This book serves as a useful reference, as well as anaccessible but rigorous overview of this body of work. The book presents interdisciplinary connections when possible to engage researchers looking for new ideas or synergies. The book also appeals to practitioners in industry and data scientists since it has chapters on both data collection, as well as a chapter on querying and off-the-shelf implementations.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 124 pp. Englisch.…

Seller Inventory # 9783030123741

Title
Domain-Specific Knowledge Graph Construction
Author
Mayank Kejriwal
Publisher
Springer, Springer International Publishing Mär 2019
Publication year
2019
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
303012374X
ISBN 13
9783030123741
Item weight
201 grams
Dimensions
235x155x8 mm
Series
Book 289 of 322: SpringerBriefs in Computer Science

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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