Data Analytics in e Learning Approaches and Applications is popular PDF and ePub book, written by Marian Cristian Mihăescu in 2022-03-22, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Data Analytics in e Learning Approaches and Applications can be Read Online from any device for your convenience.
Data Analytics in e Learning Approaches and Applications Book PDF Summary
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 data mining and learning analytics.
Detail Book of Data Analytics in e Learning Approaches and Applications PDF
- Author : Marian Cristian Mihăescu
- Release : 22 March 2022
- Publisher : Springer Nature
- ISBN : 9783030966447
- Genre : Computers
- Total Page : 167 pages
- Language : English
- PDF File Size : 9,9 Mb
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