Semantic AI in knowledge graphs
"Recent combinations of Semantic Technology and Artificial Intelligence presents new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to...
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| Other Authors: | , , , |
| Format: | eBook |
| Language: | English |
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Boca Raton, FL
CRC Press
2024
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| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | "Recent combinations of Semantic Technology and Artificial Intelligence presents new techniques to build intelligent systems that identify more precise results. Semantic AI in Knowledge Graphs locates itself at the forefront of this novel development, uncovering the role of machine learning to extend the knowledge graphs by graph mapping or corpus-based ontology learning. Securing efficient results via the combination of symbolic AI and statistical AI such as entity extraction based on machine learning, text mining methods, semantic knowledge graphs, and related reasoning power, this book is the first of its kind to explore Semantic AI and Knowledge Graphs. A range of topics are covered, from: neuro-symbolic AI, explainable AI and deep learning to knowledge discovery and mining, and knowledge representation and reasoning. A trailblazing exploration of semantic AI in knowledge graphs, this book is a significant contribution to both researchers in the field of AI and data mining as well as beginner academicians"-- |
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| Physical Description: | xviii, 198 pages illustrations (chiefly color) |
| ISBN: | 1000911225 9781003313267 1000911187 9781000911183 1003313264 9781000911220 |