Data Science with Semantic Technologies: Theory, Practice and Application

Data Science with Semantic Technologies: Theory, Practice and Application

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This book will serve as an important guide toward applications of data science with semantic technologies for the upcoming generation and thus becomes a unique resource for scholars, researchers, professionals, and practitioners in this field.To create intelligence in data science, it becomes necessary to utilize semantic technologies which allow machine-readable representation of data. This intelligence uniquely identifies and connects data with common business terms, and it also enables users to communicate with data. Instead of structuring the data, semantic technologies help users to understand the meaning of the data by using the concepts of semantics, ontology, OWL, linked data, and knowledge-graphs. These technologies help organizations to understand all the stored data, adding the value in it, and enabling insights that were not available before. As data is the most important asset for any organization, it is essential to apply semantic technologies in data science to fulfill the need of any organization.Data Science with Semantic Technologies provides a roadmap for the deployment of semantic technologies in the field of data science. Moreover, it highlights how data science enables the user to create intelligence through these technologies by exploring the opportunities and eradicating the challenges in the current and future time frame. In addition, this book provides answers to various questions like: Can semantic technologies be able to facilitate data science? Which type of data science problems can be tackled by semantic technologies?AudienceResearchers in the fields of data science, semantic technologies, artificial intelligence, big data, and other related domains, as well as industry professionals, software engineers/scientists, and project managers who are developing the software for data science. Students across the globe will get the basic and advanced knowledge on the currentstate and potential future of data science.…
LF/436860507/R

Data sheet

Name of the Author
Archana Patel
Bharat Bhushan
Narayan C. Debnath
Language
English
Series
Advances in Intelligent and Scientific Computing
ISBN
9781119864981
Release date
2022

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Data Science with Semantic Technologies: Theory, Practice and Application

This book will serve as an important guide toward applications of data science with semantic technologies for the upcoming generation and thus becomes a uniq...

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