Data Science with Semantic Technologies : Deployment and Exploration book cover
1st Edition

Data Science with Semantic Technologies
Deployment and Exploration

  • Available for pre-order on May 17, 2023. Item will ship after June 7, 2023
ISBN 9781032316680
June 7, 2023 Forthcoming by CRC Press
256 Pages 71 B/W Illustrations

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USD $200.00

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Book Description

Gone are the days when data was interlinked with related data by humans and to find insights coherently, human interpretation was required. Data is no more just data. It is now considered a Thing or Entity or Concept- to bring the meaning to it, so that a machine not only understands the concept but also extrapolates the way humans do.

Data Science with Semantic Technologies: Deployment and Exploration volume of a two-volume handbook set provides a roadmap for the deployment of semantic technologies in the field of data science and 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 offers the answer to various questions like What makes a technology semantic as opposed to other approaches to data science? What is knowledge data science? How does knowledge data science relate to other fields? This book explores the optimal use of these technologies to provide the highest benefit to the user under one comprehensive source and title. As there is no dedicated book available in the market on this topic at this time, this proposed new book becomes a unique and only resource for scholars, researchers, data scientists, professionals, and practitioners.

This volume can serve as an important guide towards 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.

Table of Contents

1. Machine Learning Meets the Semantic Web.  2. Knowledge Graphs: Connecting Information over the Semantic Web.  3. Latest Trends In Language Processing To Make Semantic Search More Semantic.  4. Semantic Information Retrieval Models.  5. Enterprise Application Development Using Semantic Web Languages for Semantic Data Modeling.  6. The Metadata Management for Semantic Ontology in Big Data.  7. Role of Knowledge Data Science During Covid-19.  8. Semantic Technologies in Next Era of Industry Revolution: Industry 4.0.  9. Semantic Interoperability Framework and its Application in Agriculture.  10. Design and Implementation of a Short Circuit Detection System using Data Stream and Semantic Web techniques.  11. Semantic-Based Access Control for Data Resources.  12. Ontological Engineering: Research Directions and A Real-life Applications.  13. Expert Systems in AI - Components, Applications, and Characteristics focusing on Chatbot. 

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Dr. Archana Patel is currently a faculty member at the Department of Software Engineering, School of Computing and Information Technology, Binh Duong Province, Vietnam. She received her Postdoc from the Freie Universität Berlin, Germany. Dr. Patel is MyNEP Ambassador, National Education Policy 2020, India and has filed a patent titled “Method and System For Creating Ontology of Knowledge Units in a Computing Environment” in Nov 2019. She received her Doctor of Philosophy (Ph.D.) in Computer Applications and her PG degree both from the National Institute of Technology (NIT) Kurukshetra, India in 2020 and 2016 respectively. Dr. Patel has contributed in research projects funded by the Defence Research and Development Organization (DRDO), for the period of two years. Dr. Patel is an author and co-author of more than 25 publications published in numerous refereed journals and conference proceedings. She has been awarded best paper award (three times). Her research interests are Ontological Engineering, Semantic Web, Big Data, Expert System and Knowledge Warehouse.

Dr. Narayan C. Debnath is currently the Founding Dean of the School of Computing and Information Technology at Eastern International University, Vietnam. He is also serving as the Head of the Department of Software Engineering at Eastern International University, Vietnam. Dr. Debnath has been the Director of the International Society for Computers and their Applications (ISCA) since 2014. Formerly, Dr. Debnath served as a Full Professor of Computer Science at Winona State University, Minnesota, USA for 28 years (1989-2017). He was elected as the Chairperson of the Computer Science Department at Winona State University for 3 consecutive terms and assumed the role of the Chairperson of the Computer Science Department at Winona State University for 7 years (2010-2017). Dr. Debnath earned a Doctor of Science (D.Sc.) degree in Computer Science and also a Doctor of Philosophy (Ph.D.) degree in Physics. He has served as the elected President for 2 separate terms, Vice President, and Conference Coordinator of the International Society for Computers and their Applications and has been a member of the ISCA Board of Directors since 2001. Dr. Debnath has been an active member of the ACM, IEEE Computer Society, Arab Computer Society, and a senior member of the ISCA.