EAN: 9780262045094

ADAPTIVE COMPUTATION AND MACHINE LEARNING SERIE...

A rigorous and comprehensive textbook covering the major approaches to knowledge graphs  an
active and interdisciplinary area within artificial intelligence. 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.

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