Examining and Predicting Teacher Professional Development by Machine Learning Methods

Zhang, Xin; Kang, Yuhao

doi:10.1007/978-981-16-5188-5_19

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2023

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“…Within this discipline, Machine Learning (ML) is reported as one of the main enabling technologies due to its power and flexibility. Some success cases can be found in the work by [8], devoted to assessing the performance of the instructor; the approach by [9], aimed at predicting student grades at an early stage; or the work by [10], focused on detecting inconsistencies in peer-review assignments. In this work, we apply EDM to automatically provide feedback about the assignments, both to the student and the instructor, in the context of OJ systems for programming courses.…”

Section: Introductionmentioning

confidence: 99%