Enhancing writing analytics in science education research with machine learning and natural language processing—Formative assessment of science and non-science preservice teachers’ written reflections

IntroductionScience educators use writing assignments to assess competencies and facilitate learning processes such as conceptual understanding or reflective thinking. Writing assignments are typically scored with holistic, summative coding rubrics. This, however, is not very responsive to the more...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Peter Wulff, Andrea Westphal, Lukas Mientus, Anna Nowak, Andreas Borowski
التنسيق: مقال
اللغة:English
منشور في: Frontiers Media S.A. 2023-01-01
سلاسل:Frontiers in Education
الموضوعات:
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/feduc.2022.1061461/full