Applied Informatics for Industry 4.0

338 Pages·2023·37.206 MB·English

by  Nazmul Siddique, Mohammad Shamsul Arefin, Julie Wall, M Shamim Kaiser

Applied Informatics for
Industry 4.0
Applied Informatics for Industry 4.0 combines the technologies of computer science and infor-
mation sciences to assist in the management and processing of data to provide different types
of services. Due to the adaptation of 4.0 IR-related technologies, applied informatics is playing
a vital role in different sectors such as healthcare, complex system design and privacy-related
issues. This book focuses on cutting edge research from the fields of informatics and complex
industrial systems, and will cover topics including health informatics, bioinformatics, brain in-
formatics, genomics and proteomics, data and network security, and more. The text will appeal
to beginners and advanced researchers in the fields of computer science, information sciences,
electrical and electronic engineering and robotics.
Taylor & Francis
Taylor & Francis Group
http://taylorandfrancis.com
Applied Informatics for
Industry 4.0
Edited by
Nazmul Siddique
Mohammad Shamsul Arefin
Julie Wall
M Shamim Kaiser
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, Nazmul Siddique, Mohammad Shamsul, Julie Wall, and M Shamim Kaiser. indi-
vidual chapters, the contributors.
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Library of Congress Cataloging-in-Publication Data
Names: Siddique, N. H., editor.
Title: Applied informatics for industry 4.0 / edited by Nazmul Siddique,
Mohammad Shamsul, Julie Wall, and M. Shamim Kaiser.
Description: First edition. | Boca Raton, FL : CRC Press, 2023. | Includes
bibliographical references and index.
Identifiers: LCCN 2022028988 (print) | LCCN 2022028989 (ebook) | ISBN
9781032164144 (hbk) | ISBN 9781032187501 (pbk) | ISBN 9781003256069
(ebk)
Subjects: LCSH: Electronic data processing--Industrial applications. |
Application software. | Information theory.
Classification: LCC QA76.76.A65 A687 2023 (print) | LCC QA76.76.A65
(ebook) | DDC 005.3--dc23/eng/20221104
LC record available at https://lccn.loc.gov/2022028988
LC ebook record available at https://lccn.loc.gov/2022028989
ISBN: 978-1-032-16414-4 (hbk)
ISBN: 978-1-032-18750-1 (pbk)
ISBN: 978-1-003-25606-9 (ebk)
DOI: 10.1201/9781003256069
Typeset in Latin Roman font
by KnowledgeWorks Global Ltd.
Publisher’s note: This book has been prepared from camera-ready copy provided by the authors.
This book is dedicated to all the researchers, professionals, and
students who are continuously trying their best for the
advancement of technologies for the betterment of humanity.
Taylor & Francis
Taylor & Francis Group
http://taylorandfrancis.com
Contents
Preface xi
Contributors xiii
Editors xvii
Chapter 1(cid:4) Cloud-Based Smart Parking Systems Using IoT 1
AbhijitPathak,AbrarHossainTasin,Md.ShahidUddinRahat,VickyBarua,
MunnaDas, andSudarshanDas
Chapter 2(cid:4) Empirical Study on Dimensionality Reduction Approach for
F-Commerce Dataset by Principal Component Analysis 11
ShahadatHossain,Md.ManzurulHasan, andTanvirHossain
Chapter 3(cid:4) AnalysisofOnlinePurchaseIntentionsofYoungBangladeshi
Social Network Users 20
AslamSikder,Md.WaliurRahmanMiah,BimalChandraDas, andMd.Mijanur
Rahman
Chapter 4(cid:4) An Ethereum Blockchain-Based Healthcare System Using
Smart Contract 34
TamannaTabassum,FatemaAkter,andMohammedNasirUddin
Chapter 5(cid:4) Bangla Fake News Detection Using Hybrid Deep Learning
Models 46
Md.RakibulHasanShezan,MohammedNasifZawad,
YeasirArafatShahed,andShamimRipon
Chapter 6(cid:4) Adaptive Decay and Radius-Based Evolving Clustering
Approach for Data Stream 61
SathiRaniPal,MdManjurAhmed,K.M.AzharulHasan,andRahatHossainFaisal
Chapter 7(cid:4) Solar-Powered Smart Street Light and Surveillance System
Using IoT 74
SadikaSultanaMeemandNusrathTabassum
vii
viii (cid:4) Contents
Chapter 8(cid:4) AnalysisofAquacultureforCultivatingDifferentTypesofFish 83
NayeemAbdullah,AhnafShahriyarChowdhury,
Md.MehediHossain,OrkoDutta,and JiaUddin
Chapter 9(cid:4) Crime-Finder: A System for Extraction and Visualization of
Crime Data from Bengali Online Newspaper Articles 97
MdAbdullaAlMamun,MdAbulKalamAzad,
andMdIleasPramanik
Chapter 10(cid:4) BERT-Based Emotion Classification Approach with Analysis
of COVID-19 Pandemic Tweets 109
Md.ShahadMahmudChowdhuryandBiprodipPal
Chapter 11(cid:4) Emotion Detection from Natural Text Using Embedding
Techniques 122
SamariyaNawrinandK.M.AzharulHasan
Chapter 12(cid:4) Performance Analysis of Energy-Aware DTN Routing
Protocols in Opportunistic Networks 136
TaslimaAkhterandMd.SharifHossen
Chapter 13(cid:4) Performance Investigation among Heterogeneous Routing
Techniques in Wireless Sensor Networks 151
TaspiaSalamandMd.SharifHossen
Chapter 14(cid:4) Analysis of Physical and Psychological Impacts to Predict
Satisfaction of Students toward E-Learning during
COVID-19 Pandemic 163
SudiptaNath
Chapter 15(cid:4) SeniorsAid: Requirements, Elicitation, and Development of a
Mobile App for Seniors 175
MalihaSultana,AkashPoddar,MuhammadNazrulIslam,
andTasmiahTamzidAnannya
Chapter 16(cid:4) Comparative Study of Big Data Visualization Tools and
Techniques 188
KhadijaBegum,MdMamunurRashid, and MohammadArafathUddinShariff
Contents (cid:4) ix
Chapter 17(cid:4) Low-Cost IoT-Based Power Interruption Monitoring System 200
DeepakChandraRoy,MdShazzadHossain,AmitKumarDas,Md.AshrafAli,
andMohammadAzamKhan
Chapter 18(cid:4) Multilevel Voting Models in Cyber Aggression Detection
for Bangla Texts 212
SaminYasar,Md.MahfuzulHaqueGazi,andKaziSaeedAlam
Chapter 19(cid:4) A Cognitive Approach for Load Adaptive MAC Protocol
in Wireless Body Area Networks 223
Md.MortuzaHossain,Md.MonirulIslam,
andMd.ObaidurRahman
Chapter 20(cid:4) Discrete Tone-Driven Directional Rate Controlled
Communication System for Wireless Networks 236
SweetyMondal,Md.TareqMahmud,andMd.ObaidurRahman
Chapter 21(cid:4) Blockchain-Based Secure Medical Data Management
with Enabling IoT 251
NaymulEkram,Md.NazmulHasan,MuhammadSheikhSadi, and Mohammad
ShahriarRahman
Chapter 22(cid:4) Bio-Inspired Meta-Heuristic Techniques for DC-DC Boost
Converter with LQR Controller in a DC Microgrid 266
Md.HassanulKarimRoniandM.S.Rana
Chapter 23(cid:4) MiningSignificantPre-diabetesFeaturesofDiabetesMellitus:
A Case Study of Noakhali, Bangladesh 280
Md.ShahriareSatu,KoushikChandraHowlader,AvijitBarua, and
MohammadAliMoni
Chapter 24(cid:4) IoT-Based Smart Kitchen Security System 293
Al-AkhirNayan,JoyetaSaha,JannatulFerdaous,and MuhammadGolamKibria
Index 305