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Knowledge Graphs - Fundamentals, Techniques, and Applications (Hardcover)
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Knowledge Graphs - Fundamentals, Techniques, and Applications (Hardcover)
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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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