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Machine Learning Paradigms - Advances in Learning Analytics (Hardcover, 1st ed. 2020)
Loot Price: R4,501
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Machine Learning Paradigms - Advances in Learning Analytics (Hardcover, 1st ed. 2020)
Series: Intelligent Systems Reference Library, 158
Expected to ship within 10 - 15 working days
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This book presents recent machine learning paradigms and advances
in learning analytics, an emerging research discipline concerned
with the collection, advanced processing, and extraction of useful
information from both educators' and learners' data with the goal
of improving education and learning systems. In this context,
internationally respected researchers present various aspects of
learning analytics and selected application areas, including: *
Using learning analytics to measure student engagement, to quantify
the learning experience and to facilitate self-regulation; * Using
learning analytics to predict student performance; * Using learning
analytics to create learning materials and educational courses; and
* Using learning analytics as a tool to support learners and
educators in synchronous and asynchronous eLearning. The book
offers a valuable asset for professors, researchers, scientists,
engineers and students of all disciplines. Extensive bibliographies
at the end of each chapter guide readers to probe further into
their application areas of interest.
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