国内外教师教育模式的对比研究

文章结合当前“师范教育”向“教师教育”转型这一现状,对世界各国的教师教育现状进行了对比研究。同时阐述了我国教师教育的现状,探讨了我国教师教育的培训模式。     

Machine Learning Literacy for Measurement Professionals: A Practical Tutorial

The COVID-19 pandemic has accelerated the digitalization of assessment, creating new challenges for measurement professionals, including big data management, test security, and analyzing new validity evidence. In response to these challenges, Machine Learning (ML) emerges as an increasingly important skill in the toolbox of measurement professionals in this new era. However, most ML tutorials are technical and conceptual-focused. Therefore, this tutorial aims to provide a practical introduction to ML in the context of educational measurement. We also supplement our tutorial with several examples of supervised and unsupervised ML techniques applied to marking a short-answer question. Python codes are available on GitHub. In the end, common misconceptions about ML are discussed.