Data Analytics in e-Learning: Approaches and Applications (Intelligent Systems Reference Library #220)
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Fulfillment optionsData Analytics in e-Learning
This book focuses on research and development aspects of building data analytics workflows that address various challenges of e-learning applications.
This book represents a guideline for building a data analysis workflow from scratch. Each chapter presents a step of the entire workflow, starting from an available dataset and continuing with building interpretable models, enhancing models, and tackling aspects of evaluating engagement and usability. The related work shows that many papers have focused on machine learning usage and advancement within e-learning systems. However, limited discussions have been found on presenting a detailed complete roadmap from the raw dataset up to the engagement and usability issues. Practical examples and guidelines are provided for designing and implementing new algorithms that address specific problems or functionalities. This roadmap represents a potential resource for various advances of researchers and practitioners in educational datamining and learning analytics.
The book, Data Analytics in e-Learning: Approaches and Applications (Intelligent Systems Reference Library #220) [Bulk, Wholesale, Quantity] ISBN#9783030966430 in Hardcover by may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
- Publisher
- Springer International Publishing
- Format
- Hardcover
- Published
- Mar 23, 2022
- ISBN-13
- 9783030966430
- Pages
- 165
- Printing
- Printed on demand
Data Analytics in e-Learning in bulk: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 49 | $158.39 | 12% off list |
| 50 – 99 | $156.59 | 13% off list |
| 100+ | $154.79 | 14% off list |
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Data Analytics in e-Learning: Approaches and Applications (Intelligent Systems Reference Library #220)
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