Maria Virvou & Efthimios Alepis 
Machine Learning Paradigms [PDF ebook] 
Advances in Learning Analytics

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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 e Learning.

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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Sprache Englisch ● Format PDF ● Seiten 223 ● ISBN 9783030137434 ● Dateigröße 6.1 MB ● Herausgeber Maria Virvou & Efthimios Alepis ● Verlag Springer International Publishing ● Ort Cham ● Land CH ● Erscheinungsjahr 2019 ● herunterladbar 24 Monate ● Währung EUR ● ID 6923789 ● Kopierschutz Soziales DRM

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