Online Learning Systems (eBook, ePUB)

Methods and Applications with Large-Scale Data
Redaktion: Polkowski, Zdzislaw; Desai, Darshana; Mishra, Sambit Kumar; Borah, Samarjeet

• Format: ePub

Produktbeschreibung

This book discusses the newest approach to online learning systems in higher education. As e-learning platforms change their mechanisms for data processing and storage towards being more efficient and smarter, this book covers online learning systems and their application to large scaled data along with the technological aspects.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 188
• Erscheinungstermin: 10. Februar 2023
• Englisch
• ISBN-13: 9781000831184
• Artikelnr.: 67249302

Autorenporträt

Dr. Zdzislaw Polkowski is presently an Adjunct Professor in the Department of Business Intelligence and Management at the Wroclaw University of Economics and Business, Poland. He holds a Ph.D. degree in Computer Science and Management from the Wroclaw University of Technology, a Post Graduate degree in Microcomputer Systems in Management from the University of Economics in Wroclaw, and a Post Graduate degree in IT in Education from the Economics University in Katowice. He obtained his Engineering degree in Industrial Computer Systems from the Technical University of Zielona, Gora. Dr. Polkowski has published more than 55 papers in various journals, 15 conference proceedings, including more than 8 papers in journals indexed in the Web of Science. He has served as a member of the Technical Program Committee at many international conferences in Poland, India, China, Iran, Romania, and Bulgaria. Dr. Samarjeet Borah is currently working as a Professor in the Department of Computer Applications, SMIT, Sikkim Manipal University (SMU), India. Dr. Borah handles various academics, research, and administrative activities such as curriculum development, Board of Studies, Doctoral Research Committee, and IT Infrastructure Management at the Sikkim Manipal University. Dr. Borah is involved with various funded projects from AICTE (Govt. of India), and DST-CSRI (Govt. of India) in the capacity of Principal Investigator/Co-principal Investigator. He has organized various national and international conferences and is involved with various books and journals with various publishers in the capacity of Editor/Guest Editor/Reviewer. Dr. Borah is editor-in-chief of the book/proceedings series - Research Notes on Computing and Communication Sciences, Apple Academic Press, USA. Dr. Sambit Kumar Mishra has more than 22 years of teaching experience in different AICTE approved institutions in India. He obtained his Bachelor Degree in Engineering in Computer Engineering from the Amravati University, Maharashtra, India in 1991, his M.Tech. in Computer Science from the Indian School of Mines, Dhanbad (now IIT, Dhanbad), India in 1998, and his Ph.D. in Computer Science and Engineering from the Siksha 'O' Anusandhan University, Bhubaneswar, Odisha, India in 2015. He has more than 29 publications in different peer-reviewed international journals and is an editorial board member of different peer-reviewed indexed journals. Presently Dr. Mishra is associated with the Gandhi Institute for Education and Technology, Baniatangi, Bhubaneswar, Odisha, India. Dr. Darshana Desai is an Associate Professor and Dept. Head of the MCA Department at the Indira College of Engineering and Management, which is an affiliated institute of the Savitribai Phule Pune University, India. She received her Ph.D. degree from the Gujarat Technological University in August 2017 in the area of IT Management with the subject of Website Personalization. She has a total of 17+ years of experience in academia and industry and has published more than 21 research papers and book chapters with internationally recognized publishers indexed in Scopus, Pro-Quest, etc., and peer-reviewed Journals. Dr. Desai is interested in interdisciplinary research in the areas of Website Personalization, Machine Learning, Artificial Intelligence, Cognitive Science, Data Science, and its applications.

Inhaltsangabe

1. Classification of Slow and Fast Learners Using a Deep Learning Model. 2.
Transformative e-Learning: An IT Perspective on Education During Covid-19.
3. Ecological Footprint Assessment of e-Learning in India. 4. The
Environmental Impact of Online Education. 5. Transformation of
Communication Rituals in Remote Learning. 6. Analysis of Large-Scale Data
Linked to Online Platform Using Evolutionary Computing Mechanisms: A Case
Study. 7. A Study on Online Learning Systems' Identification with Security
Schemes and Applications. 8. A Study on the Impact of Mobility on the
Performance of Routing Protocols in MANET-Based Online Learning Platforms.
9. Comparison between TRANSPOSE and MTF Algorithm with Closure Property.
10. An Advanced Transpose Algorithm Using the Hash Function with Partial
Cost Model. 11. Study on Provisions for Continuity with Online Education.
12. Prediction of Selection of Communication Tools and Platforms to Support
Education 4.0 in India. 13. A Detailed Review on 6G Technology: Online
Learning System Applications, Challenges and Research Activities.