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 ...
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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.
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Add this copy of Data Analytics in e-Learning: Approaches and to cart. $176.87, new condition, Sold by Ria Christie Books rated 4.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2023 by Springer Nature Switzerland AG.
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New. Contains: Illustrations, black & white, Illustrations, color. Intelligent Systems Reference Library . VII, 165 p. 64 illus., 21 illus. in color. Intended for professional and scholarly audience.
Add this copy of Data Analytics in e-Learning: Approaches and to cart. $176.87, new condition, Sold by Ria Christie Books rated 4.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2022 by Springer Nature Switzerland AG.
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Seller's Description:
New. Contains: Illustrations, black & white, Illustrations, color. Intelligent Systems Reference Library . VII, 165 p. 64 illus., 21 illus. in color. Intended for professional and scholarly audience.
Add this copy of Data Analytics in e-Learning: Approaches and to cart. $178.08, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2023 by Springer Nature Switzerland AG.
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Seller's Description:
New. Print on demand Contains: Illustrations, black & white, Illustrations, color. Intelligent Systems Reference Library . VII, 165 p. 64 illus., 21 illus. in color. Intended for professional and scholarly audience.
Add this copy of Data Analytics in e-Learning: Approaches and to cart. $178.08, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2022 by Springer Nature Switzerland AG.
Choose your shipping method in Checkout. Costs may vary based on destination.
Seller's Description:
New. Print on demand Contains: Illustrations, black & white, Illustrations, color. Intelligent Systems Reference Library . VII, 165 p. 64 illus., 21 illus. in color. Intended for professional and scholarly audience.
Add this copy of Data Analytics in E-Learning: Approaches and to cart. $221.29, new condition, Sold by Just one more Chapter rated 3.0 out of 5 stars, ships from Miramar, FL, UNITED STATES, published 2022 by Springer.
