Knowledge Graphs

Knowledge Graphs Fundamentals, Techniques, and Applications - ADAPTIVE COMPUTATION AND MACHI

Hardback (15 Mar 2021)

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Publisher's Synopsis

The field of knowledge graphs, which allows us to model, process, and derive insights from complex real-world data, has emerged as an active and interdisciplinary area of artificial intelligence over the last decade, drawing on such fields as natural language processing, data mining, and the semantic web. Current projects involve predicting cyberattacks, recommending products, and even gleaning insights from thousands of papers on COVID-19. This textbook offers rigorous and comprehensive coverage of the field. It focuses systematically on the major approaches, both those that have stood the test of time and the latest deep learning methods.

Book information

ISBN: 9780262045094
Publisher: The MIT Press
Imprint: The MIT Press
Pub date:
DEWEY: 001.4226
DEWEY edition: 23
Language: English
Number of pages: xxvii, 530
Weight: 1078g
Height: 187mm
Width: 236mm
Spine width: 34mm