کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
11512890 | 1434602 | 2018 | 37 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Predicting teamwork group assessment using log data-based learning analytics
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
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چکیده انگلیسی
The application of learning analytics techniques to log data from Learning Management Systems (LMS) has raised increasing interest in the past years. Advances in this field include the selection of adequate indicators and development of research frameworks. However, most research has focused on individual students, which has hampered the development of learning analytics for team assessment in collaborative learning contexts. From a four-dimensional view of teamwork, this study proposes a set of log data-based indicators to facilitate group assessment in project-based learning courses, and identify relevant predictors of final project results.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Human Behavior - Volume 89, December 2018, Pages 373-384
Journal: Computers in Human Behavior - Volume 89, December 2018, Pages 373-384
نویسندگان
Ángel Hernández-GarcÃa, Emiliano Acquila-Natale, Julián Chaparro-Peláez, Miguel Á. Conde,