Semantic AI in Knowledge Graphs
by Sanju Tiwari (Editor), Fernando Ortiz Rodriguez (Editor), Sarra Ben Abbes (Editor), Patience Usoro Usip (Editor), Rim Hantach (Editor)
Publisher finelybook 出版社: CRC Press; (August 21, 2023)
Language 语言: English
Print Length 页数: 198 pages
ISBN-10: 1032321857
ISBN-13: 9781032321851
Book Description
By finelybook
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.
