Semantic Web. Technologies Research and Applications

405 Pages·2023·13.945 MB·English

by  Archana Patel, Narayan C. Debnath, Bharat Bhushan

Semantic Web
Technologies
Semantic web technologies ( SWTs) offer the richest machine-interpretable ( rather
than just machine-processable) and explicit semantics that are being extensively
used in various domains and industries. This book provides a roadmap for seman-
tic web technologies ( SWTs) and highlights their role in a wide range of domains
including cloud computing, Internet of Things, big data, sensor network, and
so forth. It also explores the prospects of these technologies including different
data interchange formats, query languages, ontologies, Linked Data, and nota-
tions. The role of SWTs in ‘epidemic Covid-19’, ‘ e-learning platforms and sys-
tems’, ‘block chain’, ‘open online courses’, and ‘visual analytics in healthcare’ is
described as well. This book:
• Explores all the critical aspects of semantic web technologies ( SWTs)
• Discusses the impact of SWTs on cloud computing, Internet of Things,
big data, and sensor network
• Offers a comprehensive examination of the emerging research in the
areas of SWTs and their related domains
• Provides a template to develop a wide range of smart and intelligent
applications
• Includes latest applications and examples with real data
This book is aimed at researchers and graduate students in computer science,
informatics, web technology, cloud computing, and Internet of Things.
Computational Intelligence in Engineering
Problem Solving
Series Editor
Nilanjan Dey
Computational Intelligence ( CI) can be framed as a heterogeneous domain that
harmonized and coordinated several technologies, such as probabilistic reason-
ing, artificial life, m ulti-agent systems, n euro-computing, fuzzy systems, and evo-
lutionary algorithms. Integrating several disciplines, such as Machine Learning
( ML), Artificial Intelligence ( AI), Decision Support Systems ( DSS), and Database
Management Systems ( DBMS) increases the CI power and impact in several engi-
neering applications. This book series provides a well-standing forum to discuss
the characteristics of CI systems in engineering. It emphasizes the development
of CI techniques and their role as well as the s tate- of- the-art solutions in different
real world engineering applications. The book series is proposed for researchers,
academics, scientists, engineers, and professionals who are involved in the new
techniques of CI. CI techniques including artificial fuzzy logic and neural net-
works are presented for biomedical image processing, power systems, and reactor
applications.
Applied Intelligent Decision Making in Machine Learning
Himansu Das, Jitendra Kumar Rout, Suresh Chandra Moharana,
and Nilanjan Dey
Machine Learning and IoT for Intelligent Systems and
Smart Applications
Madhumathy P, M Vinoth Kumar, and R. Umamaheswari
Industrial Power Systems
Evolutionary Aspects
Amitava Sil and Saikat Maity
Fuzzy Optimization Techniques in the Areas of Science and Management
Edited by Santosh Kumar Das and Massimiliano Giacalone
Semantic Web Technologies: Research and Applications
Edited by Archana Patel, Narayan C. Debnath, and Bharat Bhushan
For more information about this series, please visit: www.routledge.com/
Computational-Intelligence-in-Engineering-Problem-Solving/ book-series/
CIEPS
Semantic Web
Technologies
Research and Applications
Edited by
Archana Patel, Narayan C. Debnath, and
Bharat Bhushan
First edition published 2023
by CRC Press
6000 Broken Sound Parkway NW, Suite 300, Boca Raton, FL 33487-2742
and by CRC Press
4 Park Square, Milton Park, Abingdon, Oxon, OX14 4RN
CRC Press is an imprint of Taylor & Francis Group, LLC
© 2023 selection and editorial matter, Archana Patel, Narayan C. Debnath, and Bharat Bhushan;
individual chapters, the contributors
Reasonable efforts have been made to publish reliable data and information, but the author and
publisher cannot assume responsibility for the validity of all materials or the consequences of
their use. The authors and publishers have attempted to trace the copyright holders of all material
reproduced in this publication and apologize to copyright holders if permission to publish in this
form has not been obtained. If any copyright material has not been acknowledged please write
and let us know so we may rectify in any future reprint.
Except as permitted under U.S. Copyright Law, no part of this book may be reprinted,
reproduced, transmitted, or utilized in any form by any electronic, mechanical, or other means,
now known or hereafter invented, including photocopying, microfilming, and recording, or in
any information storage or retrieval system, without written permission from the publishers.
For permission to photocopy or use material electronically from this work, access www.
copyright.com or contact the Copyright Clearance Center, Inc. ( CCC), 222 Rosewood Drive,
Danvers, MA 01923, 978- 750-8400. For works that are not available on CCC please contact
[email protected]
Trademark notice: Product or corporate names may be trademarks or registered trademarks and
are used only for identification and explanation without intent to infringe.
Library of Congress Cataloging‑in‑Publication Data
Names: Patel, Archana (Lecturer in software engineering), editor. |
Debnath, N. C. (Narayan C.), editor. | Bhushan, Bharat, 1989- editor.
Title: Semantic web technologies : research and applications /
edited by Archana Patel, Narayan C. Debnath, Bharat Bhushan.
Description: First edition. | Boca Raton : CRC Press, 2023. |
Series: Computational intelligence in engineering problem solving |
Includes bibliographical references and index.
Subjects: LCSH: Semantic Web.
Classification: LCC TK5105.88815 .S4565 2023 (print) |
LCC TK5105.88815 (ebook) |
DDC 025.042/7—dc23/eng/20220803
LC record available at https://lccn.loc.gov/2022017870
LC ebook record available at https://lccn.loc.gov/2022017871
ISBN: 978- 1- 032- 31369-6 ( hbk)
ISBN: 978- 1- 032- 31370-2 ( pbk)
ISBN: 978- 1- 003- 30942-0 ( ebk)
DOI: 10.1201/ 9781003309420
Typeset in Times New Roman
by codeMantra
Contents
Editors ..................................................................................................................ix
Contributors .......................................................................................................xiii
Preface...............................................................................................................xvii
Chapter 1 Semantic Web Technologies ............................................................1
Esingbemi P. Ebietomere and Godspower O. Ekuobase
Chapter 2 Leveraging Semantic Web Technologies for Veracity
Assessment of Big Biodiversity Data ............................................25
Zaenal Akbar, Yulia A. Kartika, Dadan R. Saleh,
Hani F. Mustika, Lindung P. Manik, Foni A. Setiawan, and
Ika A. Satya
Chapter 3 Semantic Web Technologies: Latest Industrial Applications ........43
Michael DeBellis
Chapter 4 Latest Applications of Semantic Web Technologies for
Service Industry ............................................................................73
Godspower O. Ekuobase and Esingbemi P. Ebietomere
Chapter 5 Semantic Web Ontology Centred University Course
Recommendation Scheme ...........................................................105
Gina George and Anisha M. Lal
Chapter 6 Exploring Reasoning for Utilizing the Full Potential of
Semantic Web ..............................................................................125
Ayesha Ameen, Khaleel Ur Rahman Khan, and
B. Padmaja Rani
Chapter 7 Ontology Modeling: An Overview of Semantic Web
Ontology Formalisms and Engineering Approaches with
Editorial Tools ...............................................................................153
Olaide N. Oyelade
v
vi Contents
Chapter 8 Semantic Annotation of Objects of Interest in Digitized
Herbarium Specimens for Fine-Grained
Object Classification .....................................................................181
Zaenal Akbar, Wita Wardani, Taufik Mahendra,
Yulia A. Kartika, Ariani Indrawati, Tutie Djarwaningsih,
Lindung P. Manik, and Aris Yaman
Chapter 9 UpOnto: Strategic Conceptual Ontology Modeling
for Unit Operations in Chemical Industries and Their
Retrieval Using Firefly Algorithm ..............................................203
Ayush Kumar A and Gerard Deepak
Chapter 10 Ontologies for Knowledge Representation: Tools and
Techniques for Building Ontologies ............................................223
Ayesha Banu
Chapter 11 Data Science and Ontologies: An Exploratory Study .................245
Prashant Kumar Sinha and Shiva Shankar Mahato
Chapter 12 Ontology Application to Constructing the GMDH-Based
Inductive Modeling Tools ............................................................263
Halyna Pidnebesna and Volodymyr Stepashko
Chapter 13 Exploring the Contemporary Area of Ontology Research:
FAIR Ontology ............................................................................293
Prashant Kumar Sinha
Chapter 14 Analysis of Ontology-Based Semantic Association Rule
Mining .........................................................................................309
G. Jeyakodi and P. Shanthi Bala
Chapter 15 Visualizing Chat-Bot Knowledge Graph Using RDF .................333
Noman Islam, Darakhshan Syed, Mariz Zafar,
and Asif Raza
Contents vii
Chapter 16 Toward Data Integration in the Era of Big Data: Role of
Ontologies....................................................................................359
Houda EL BOUHISSI, Archana Patel,
and Narayan C. Debnath
Index .................................................................................................................381

Editors
Archana Patel is currently a faculty of the Department of Software Engineering,
School of Computing and Information Technology, Binh Duong Province,
Vietnam. She has completed Postdoc from the Freie Universität Berlin, Berlin,
Germany. She has filed a patent titled “ Method and System for Creating Ontology
of Knowledge Units in a Computing Environment” in November 2019. She has
received Doctor of Philosophy ( Ph.D.) in Computer Applications and postgradu-
ate degree both from the National Institute of Technology ( NIT) Kurukshetra,
India in 2020 and 2016 respectively. She has qualified GATE and U GC-NET/ JRF
exams in 2017. Dr. Patel has also contributed to a research project funded by
Defence Research and Development Organization ( DRDO) for the period of
two years. Her contribution in teaching is also remarkable. Dr. Patel is an author
or c o-author of more than 30 publications in numerous refereed journals and con-
ference proceedings. She has been awarded best paper award ( three times) in
international conferences. Dr. Patel has received various awards for presentation
of research work at various international conferences, teaching and research insti-
tutions. Her primary research interests are in Ontological Engineering, Semantic
Web, Big Data, Expert System and Knowledge Warehouse.
Narayan C. Debnath is 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), USA, 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 three consecutive terms and assumed the role of the Chairperson
of the Computer Science Department at Winona State University for seven 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. In the past, he served
as the elected President for two 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. Before being
elected as the Chairperson of the Department of Computer Science in 2010 at
Winona State University, he served as the Acting Chairman of the Department.
Dr. Debnath received numerous Honors and Awards while serving as a Professor
of Computer Science during the period 1989–2017. During 1986–1989, Dr.
Debnath served as an Assistant Professor in the Department of Mathematics
and Computer Systems at the University of Wisconsin-River Falls, USA, where
ix