Semantic AI in Knowledge Graphs

By: Sanju Tiwari and Fernando Ortíz-Rodriguez and Sarra Ben Abbés and Patience Usoro Usip and Rim Hantach

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Synopsis: 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.

Book Quality:: Publisher Quality
ISBN-13:: 9781000911220
Related ISBNs:: 9781003313267, 9781032321868, 9781032321851
Publisher:: CRC Press
Date of Addition:: 08/21/23
Copyrighted By:: selection and editorial matter, Sanju Tiwari, Fernando Ortíz-Rodriguez, Sarra Ben Abbés, Patience Usoro Usip and Rim Hantach
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Sanju Tiwari
Edited by:: Fernando Ortiz Rodriguez
Edited by:: Sarra Ben Abbes
Edited by:: Patience Usoro Usip
Edited by:: Rim Hantach