Utilizing educational data mining techniques for improved learning: emerging research and opportunities
by Bhatt, Chintan M. Liyanage, Sidath Srinivas Sajja, Priti
A critical scholarly resource that explores data mining and management techniques that promote the improvement and optimization of educational data systems. The book intends to provide new models, platforms, tools, and protocols in data science for educational data analysis and introduces innovative hybrid system models dedicated to data science. Including topics such as automatic assessment, educational analytics, and machine learning, this book is essential for IT specialists, data analysts, …
Read More ↓Title Statements
- Full title :Utilizing educational data mining techniques for improved learning : emerging research and opportunities / Chintan Bhatt, Priti Srinivas Sajja, and Sidath Liyanage, editors.
Summary
A critical scholarly resource that explores data mining and management techniques that promote the improvement and optimization of educational data systems. The book intends to provide new models, platforms, tools, and protocols in data science for educational data analysis and introduces innovative hybrid system models dedicated to data science. Including topics such as automatic assessment, educational analytics, and machine learning, this book is essential for IT specialists, data analysts, computer engineers, education professionals, administrators, policymakers, researchers, academicians, and technology experts.
Read More ↓Edition Statements
- Publication Date:©2020 by IGI Global
Publication Statements
- Publisher(s):IGI Global
- Place of Publication:Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA)
- Language:eng
- Publication Date:©2020 by IGI Global
The Physical Object
- Description:1 online resource (14 PDFs (166 pages))
Edition Identifiers
- ISBN:1799800121, 9781799800125
- DOI:10.4018/978-1-7998-0010-1
- oclc:on1113988679
- LC Classification:LB1028.43
- Dewey Decimal:371.33/4
Table of Contents
Chapter 1. Role of information and communication technologies in transforming teaching and learning environments -- Chapter 2. Improvement of the transmission of information for ICT techniques through CBEDE methodology -- Chapter 3. Towards increasing the efficiency of e-learning systems using recommendation system approach -- Chapter 4. Predicting the academic performance of students using utility-based data mining -- Chapter 5. Data mining in global higher education: opportunities and challenges for learning -- Chapter 6. Intelligent tutoring system.
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