Data Analytics in e-Learning: Approaches and Applications

Language: English

Published by Springer International Publishing Mrz 2023, 2023

3030966461 / 9783030966461

Series: Book 186 of 188 - Intelligent Systems Reference Library

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -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. 176 pp. Englisch.…

Seller Inventory # 9783030966461

Title
Data Analytics in e-Learning: Approaches and Applications
Author
Marian Cristian Mih¿escu
Publisher
Springer International Publishing Mrz 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030966461
ISBN 13
9783030966461
Item weight
277 grams
Dimensions
235x155x10 mm
Series
Book 186 of 188: Intelligent Systems Reference Library

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.16US$ 26.16
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BuchWeltWeit Ludwig Meier e.K.

Germany