Online Learning Systems: Methods and Applications with Large-Scale Data
Polkowski, Zdzislaw, Borah, Samarjeet, Mishra, Sambit Kumar
- 出版商: CRC
- 出版日期: 2023-02-10
- 售價: $4,810
- 貴賓價: 9.5 折 $4,570
- 語言: 英文
- 頁數: 178
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032225084
- ISBN-13: 9781032225081
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相關主題
商品描述
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, there is a need to move these systems toward being more efficient and smarter. This book covers online learning systems and their application to large-scale data along with the technological aspects of these processes and problem-solving methods.
Online Learning Systems: Methods and Applications with Large-Scale Data discusses the efficiency measurement and environmental impact of online education. The book offers a parametric evaluation and categorization of online learning systems and provides an exploration of big data ecosystems in cloud computing. Descriptive analytical methods that assist in finding solutions for big data challenges are also covered within the book.
The book is written for academicians, which includes teachers, students, and higher education policymakers who believe in transforming the education industry, as well as research scholars and those working in education technology and artificial intelligence. Industry professionals involved in education management and those working in e-Learning companies will also find this book useful.
商品描述(中文翻譯)
本書討論了高等教育中線上學習系統的最新方法。隨著電子學習平台改變其數據處理和存儲機制，有必要將這些系統轉向更高效和更智能的方向。本書涵蓋了線上學習系統及其在大規模數據中的應用，以及這些過程和問題解決方法的技術方面。
《線上學習系統：大規模數據的方法與應用》討論了線上教育的效率評估和環境影響。本書提供了對線上學習系統的參數評估和分類，並探討了雲計算中的大數據生態系統。本書還介紹了描述性分析方法，以幫助解決大數據挑戰。
本書針對學者群體撰寫，包括教師、學生和高等教育政策制定者，他們相信教育行業的轉型，以及研究學者和從事教育技術和人工智能工作的人員。從事教育管理和在電子學習公司工作的行業專業人士也會發現本書有用。
作者簡介
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.
作者簡介(中文翻譯)
Dr. Zdzislaw Polkowski目前是波蘭Wroclaw經濟與商業大學商業智能和管理系的兼職教授。他擁有Wroclaw科技大學的計算機科學和管理博士學位，Wroclaw經濟大學的微型計算機系統管理碩士學位，以及Katowice經濟大學的教育資訊技術碩士學位。他在Zielona Gora技術大學獲得了工業計算機系統工程學位。Polkowski博士在各種期刊上發表了55多篇論文，15篇會議論文，其中包括8篇以上被Web of Science索引的期刊論文。他曾擔任波蘭、印度、中國、伊朗、羅馬尼亞和保加利亞等國際會議的技術計劃委員會成員。
Dr. Samarjeet Borah目前在印度Sikkim Manipal University的計算機應用系擔任教授。Borah博士負責各種學術、研究和行政活動，如課程開發、教學研究委員會、博士研究委員會和IT基礎設施管理。Borah博士參與了來自印度政府的AICTE和DST-CSRI的各種資助項目，擔任首席調查員/共同首席調查員。他組織了各種國內外會議，並在編輯/客座編輯/審稿人的身份下參與了各種出版商的書籍和期刊。Borah博士是Research Notes on Computing and Communication Sciences系列書籍/會議記錄的主編，由美國的Apple Academic Press出版。
Dr. Sambit Kumar Mishra在印度的不同AICTE認可機構擁有超過22年的教學經驗。他於1991年在印度馬哈拉施特拉邦的Amravati大學獲得計算機工程學士學位，於1998年在印度Dhanbad的印度礦業學院（現在是印度理工學院，Dhanbad）獲得計算機科學碩士學位，並於2015年在印度奧里薩邦的Siksha 'O' Anusandhan大學獲得計算機科學和工程博士學位。他在不同的同行評審國際期刊上發表了29多篇論文，並擔任不同同行評審索引期刊的編輯委員會成員。目前，Mishra博士與印度奧里薩邦Bhubaneswar的Gandhi Institute for Education and Technology合作。
Dr. Darshana Desai是印度Indira College of Engineering and Management的副教授和MCA系主任，該學院是Savitribai Phule Pune大學的附屬學院。她於2017年8月在Gujarat Technological University獲得博士學位，專業領域為IT管理，研究主題為網站個性化。她在學術界和工業界擁有17年以上的經驗，並在Scopus、Pro-Quest等國際認可的出版商和同行評審期刊上發表了21多篇研究論文和專書章節。Desai博士對網站個性化、機器學習、人工智能、認知科學、數據科學及其應用等跨學科研究感興趣。
