ICT and Data Sciences

1. Auflage 2022
ISBN: 978-0-367-50114-3
Verlag: CRC Press

Buch, Englisch, 293 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 611 g

Reihe: Green Engineering and Technology

This book highlights the state-of-the-art research on data usage, security, and privacy in the scenarios of the Internet of Things (IoT), along with related applications using Machine Learning and Big Data technologies to design and make efficient Internet-compatible IoT systems.

ICT and Data Sciences brings together IoT and Machine Learning and provides the careful integration of both, along with many examples and case studies. It illustrates the merging of two technologies while presenting basic to high-level concepts covering different fields and domains such as the Hospitality and Tourism industry, Smart Clothing, Cyber Crime, Programming, Communications, Business Intelligence, all in the context of the Internet of Things.

The book is written for researchers and practitioners, working in Information Communication Technology and Computer Science.

Zielgruppe

Academic, Professional, and Undergraduate Advanced

Autoren/Hrsg.

Singh, Archana

Shukla, Vinod Kumar

Seth, Ashish

Sabitha, Sai

Fachgebiete

• Technische Wissenschaften Technik Allgemein Industrial Engineering
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Technische Wissenschaften Maschinenbau | Werkstoffkunde Produktionstechnik Fertigungstechnik
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein

Inhaltsverzeichnis

Contents

Preface.vii

Editors.ix

Chapter 1 Impact and Analysis of Machine Learning and IoT Application in People Analytics.1

Praveen Mohan Kulkarni and Santosh Saraf

Chapter 2 Augmented Reality in Online Shopping.13

Chetna Choudhary and Anmol Sharma

Chapter 3 Internet of Things (IoT): Their Ethics and Privacy Concerns.23

V. Lakshmi Narasimhan and Zablon A. Mbero

Chapter 4 Artificial Intelligence and Deep Learning Are Changing the Healthcare Industry.39

Gaurav Singh, Anju Mishra, and Archana Singh

Chapter 5 Application of Disruptive Technology in Food Trackability.47

Ashok Chopra and Vinod Kumar Shukla

Chapter 6 Analyzing Cyber Security Breaches.63

Fatima Farid Petiwala, Insha Mearaj, and Vinod Kumar Shukla

Chapter 7 Industrial Internet of Things (IoT) and Cyber Manufacturing Systems: Industry 4.0 Implementation and Impact on Business Strategy and Value Chain.73

Shreyanshu Parhi, Manoj Govind Kharat, Mukesh Govind Kharat, Sharad Chandra Srivastava, and Anju Singh

Chapter 8 Artificial Intelligence-Based Hiring in Data Science Driven Management Context.101

Prachi Bhatt

Chapter 9 New Patterns in Cyber Crime with the Confluence of IoT and Machine Learning.117

Bensoni Mugweni and Rose Mugweni

Chapter 10 A Review for Cyber Security Challenges on Big Data Using Machine Learning Techniques.135

Savitri Mandal, A. Sai Sabitha, and Deepti Mehrotra

Chapter 11 Research Agenda for Use of Machine Learning and Internet of Things in “People Analytics”.149

Rosemary Guvhu, Terence Tachiona, Munyaradzi Zhou, and Tinashe Gwendolyn Zhou

Chapter 12 IoT Integrated Photovoltaic System for Improved System Performance.171

Apurv Yadav

Chapter 13 Metaheuristic Optimization in Routing Protocol for Cluster-Based Wireless Sensor Network and Wireless Ad-Hoc

Network.183

Subhrapratim Nath, Rana Majumdar, Jmuna Kanta Singh, and Subir Kumar Sarkar

Chapter 14 Artificial Intelligence – A Threat to Human Dignity.203

Archit Mallik

Chapter 15 Device Programming for IoT: In Defense of Python as the Beginner’s Language of Choice for IoT Programming.213

Gift Mugweni and Rose Mugweni

Chapter 16 Enhancing Real-Time Learning Experience through Information Communication Technology, Augmented Reality

and Virtual Reality.219

Bakari Juma, Vinod Kumar Shukla, Gagandeep Kaur, and Ashok Chopra

Chapter 17 Topic-Based Classification for Aggression Detection in a Social Network.233

Karanjot Singh, Sonia Saini, Ruchika Bathla, Vinod Kumar Shukla, Ritu Punhani, and Divi Anand

Chapter 18 Role of ICT in Online Education during COVID-19 Pandemic and Beyond: Issues, Challenges, and Infrastructure.249

Steffy Sebastian, Albert Thomson, Vinod Kumar Shukla, and Iman Ajaj Naje

Index.277

Über Autor(innen)

Archana Singh, having experience of more than 20 years in Academic and IT Industry. Presently, working as a Professor, Department of IT, Amity University, Uttar Pradesh, Noida. Her research area interests include Data Sciences, Machine Learning, Artificial Intelligence, ICT, Business Intelligence, Data Analytics, Big Data, and its applications. She has more than 60+ research papers including a few SCI indexed Journals and 22+ in Scopus, Web of Science Indexed Journals like ACM, Springer, Elsevier, Wiley, and others. She has reviewed many articles of International Journal and Conferences and regular reviewer of International Journal of Retail and Consumer Services (Elsevier) journal and has been recognized for the same. She has authored 8 books of National and International publishers.

She is a guest editor for special issue of Inderscience Journal and Editor of SAGE, Macmillan publications. She has extensively contributed for several IT Meets, Panel Discussions and Faculty Development Programs. She is NPTEL certified of many courses related with Data Sciences. She has various membership like IETE, IEEE. She has been guiding many Engineering graduates, Postgraduates and Ph.D. scholars. She is easily approachable at [e-mail], contact no. [phone].

Vinod Kumar Shukla is currently working with Amity University, Dubai, UAE in the capacity of Associate Professor and Head of Academics, Engineering Architecture, and Interior Design. He has more than 14 years of experience. He has completed his Ph.D, in the field of "Semantic Web and Ontology" He is an active member of IEEE and CSI (India Chapter). He has published many research papers in various reputed journals/conferences. He has also completed the "General Management Programme" from Indian Institute of Management Ahmedabad (IIM-A). He is also a certified Network Trainer CCNI (Cisco Certified Network Trainer). He is into multiple Editorial and reviewer boards for various internationally reputed journals and publications. He has been awarded by many prestigious awards internationally to name a few, Global Academic Excellence Award- 2021, in Global Edu-Conclave 2021, where he presented his views on the topic of UN – SDG, Sustainable Development Goal – 2030, "Inquisitive Award", in Unanimity -2020, organized and hosted by Amity University Dubai, UAE, Star Supporter Award 2019, which was presented by: Manzil Center, Sharjah, UAE.

Ashish Seth is an Author, Consultant, Researcher and Teacher. He is a Professor at School of Global Convergence Studies, Inha University, South Korea and is presently deputed to Inha University Tashkent, Uzbekistan. He is also a visiting faculty at TSI, Riga, Latvia. He is senior member IEEE, life member CSI and an active member of International societies like IACSIT, IAENG, etc. He is also serving as ACM- Distinguished speaker under ACM-DSP program. He is PhD (Computer Science) in Information Systems from Punjabi University, Patiala, Punjab, INDIA. He has published more than 40 research papers in indexed journals. He has authored 4 Books and several book Chapters. He also edited number of Books and indexed Journal. His research interests include Service Oriented Architecture, Cloud Computing and Blockchain Technologies. He finds interest in reading and writing articles on emerging technologies.

Sai Sabitha, is B.E (CSE), M.E (CSE), Ph.D (CSE). She served as an Associate Professor & HOD (IT), ASET, Amity University Uttar Pradesh. She has more than 20 years of experience in teaching and industry. Her area of interests is e-Learning, Knowledge Management, Data Mining, Artificial Intelligence & Web Technologies. She has handled several B. Tech & M. Tech Projects. She has published more than 60 research papers in international conferences & reputed journals. She is a member of ISTE, IEEE, ACM etc. She is also a reviewer of various National/ International Journals of repute.