Knowledge Graphs: Fundamentals, Techniques, and Applications (Adaptive Computation and Machine Learning series)

Price: $55.00
(as of Oct 17, 2025 11:13:26 UTC - Details)

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.
Publisher ‏ : ‎ The MIT Press
Publication date ‏ : ‎ March 30, 2021
Language ‏ : ‎ English
Print length ‏ : ‎ 568 pages
ISBN-10 ‏ : ‎ 0262045095
ISBN-13 ‏ : ‎ 978-0262045094
Item Weight ‏ : ‎ 2.31 pounds
Dimensions ‏ : ‎ 7.31 x 1.18 x 9.31 inches
Best Sellers Rank: #222,064 in Books (See Top 100 in Books) #230 in Databases & Big Data #485 in Artificial Intelligence & Semantics #576 in Internet & Social Media
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Price: $55.00
(as of Oct 17, 2025 11:13:26 UTC - Details)