株式会社極東書店トップ ＞ 商品一覧 ＞ Machine Learning Paradigms: Advances in Learning Analytics. 2020 ed.
商品詳細
Machine Learning Paradigms: Advances in Learning Analytics. 2020 ed.
・ISBN 978-3-030-13742-7 hard EUR 149.99
￥40,091.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Virvou, Maria / Alepis, Efthimios / Tsihrintzis, George A. / Jain, Lakhmi C. (eds.), |
|---|---|
| シリーズ | (Intelligent Systems Reference Library) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2019 |
| ページ数 | 223 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-52683＞ |
解説
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.