Machine Learning Paradigms | Advances in Learning Analytics

Maria Virvou (u. a.)

ISBN 10: 3030137422 / ISBN 13: 9783030137427

Editore: Springer, 2019

Machine Learning Paradigms | Advances in Learning Analytics | Maria Virvou (u. a.) | Buch | xvi | Englisch | 2019 | Springer | EAN 9783030137427 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Codice articolo 115307128

Riassunto:

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.

Informazioni sull'autore:

Dati bibliografici

Titolo: Machine Learning Paradigms | Advances in ...
Casa editrice: Springer
Data di pubblicazione: 2019
Legatura: Buch
Condizione: Neu