Automatic Assessment of Student Homework and Personalized RecommendationXia Wang; Tom Gülenman; Niels Pinkwart; Claudia de Witt; Christina Gloerfeld; Silke Elisabeth
In: IEEE International Conference on Advanced Learning Technologies. IEEE International Conference on Advanced Learning Technologies (ICALT-2020), 20th ICALT, July 6-9, Tartu, EU, Estonia, Vol. Proceedings of IEEE 20th International Conference on Advanced Learning Technologies, ISBN 978-1-7281-6090-0, IEEE Computer Society and the IEEE Technical Committee on Learning Technology, 7/2020.
AI technologies are applied to automatically assessstudents’ homework texts and to provide intelligent recommendations based on both students’ current learning knowledge and whole domain knowledge. Several traditional machine learning methods are evaluated and compared in order to find a suitable method for customizing personalized assessment results.