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. As a result, the interoperability and interconnectivity of
the model make it priceless for addressing the issues of querying
data. These technologies work with the concepts and relations that are
very lose to the working of the human brain. They provide a semantic
representation of any data format: unstructured or semi-structured. As
a consequence, data becomes real-world entity rather than a string of
characters. For these reasons, 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. This book aims to provide a roadmap for semantic technologies
and highlights the role of these technologies in industry. The book
also explores the present and future prospects of these semantic
technologies along with providing answers to various questions like:
Are semantic technologies useful for the next era (industry 4.0)? Why
are semantic technologies so popular and extensively used in the
industry? Can semantic technologies make intelligent industrial
applications? Which type of problem requires the immediate attention
of researchers? Why are semantic technologies very helpful in
people’s future lives? This book will potentially serve as an
important guide towards the latest industrial applications of semantic
technologies for the upcoming generation, and thus becomes a unique
resource for scholars, researchers, professionals and practitioners in
the field.
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Produktdetaljer
ISBN
9781000964134
Publisert
2023
Utgave
1. utgave
Utgiver
Taylor & Francis
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter