Название: Semantic Technologies for Intelligent Industry 4.0 Applications
Автор: Archana Patel, Dr. Narayan C. Debnath
Издательство: River Publishers
Серия: River Publishers Series in Computing and Information Science and Technology
Год: 2023
Страниц: 395
Язык: английский
Формат: pdf (true)
Размер: 11.7 MB
Semantic technologies work with the concepts and relations that are very close to the working of the human brain. By using these technologies, data becomes a real-world entity rather than a string of characters. Semantic technologies are highly valuable tools to simplify the existing problems of the industry, leading to new opportunities. However, there are some challenges that need to be addressed to make industrial applications and machines smarter. The proposed book aims to provide a roadmap for semantic technologies and highlights the role of these technologies in industry. The book covers semantic search engine, semantic web services, semantic web of things, AI compatible key hardware design, knowledge-graph-based integration, ontology development methodologies, knowledge extraction, prediction of semantic relations of biocontrol agents, integration of biomedical knowledge, semantic checking of information support, a tool for automatic anomaly identification in OWL ontologies, challenges and prospects of industry 4.0, and ontological modeling. As the world enters the era of big data, there is a serious need to give a semantic perspective to the data in order to find unseen patterns, derive meaningful information, and make intelligent decisions. Semantic technologies offer the richest machine-interpretable (rather than just machine-processable) and explicit semantics that are being extensively used in various domains and industries. These technologies reduce the problem of large semantic loss in the process of modelling knowledge, and provide sharable, reusable knowledge,and a common understanding of the knowledge.
