Semantic AI in Knowledge Graphs

Semantic AI in Knowledge Graphs
Author :
Publisher : CRC Press
Total Pages : 230
Release :
ISBN-10 : 9781000911220
ISBN-13 : 1000911225
Rating : 4/5 (20 Downloads)

Book Synopsis Semantic AI in Knowledge Graphs by : Sanju Tiwari

Download or read book Semantic AI in Knowledge Graphs written by Sanju Tiwari and published by CRC Press. This book was released on 2023-08-21 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent combinations of semantic technology and artificial intelligence (AI) present 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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