Learning management systems (LMS) are essential components of courses, yet student engagement on these platforms remains a significant challenge. Traditionally, grades have been used to incentivize student engagement, but this approach comes with drawbacks. In this paper, we explored an alternative form of incentivization, gamification, that has…

To prevent students from learning risks and improve teachers' teaching quality, it is of great significance to provide accurate early warning of learning performance to students by analyzing their interactions through an e-learning system. In existing research, the correlations between learning risks and students' changing cognitive abilities or…

This article introduces three important challenges and possible solutions when using spoken dialogue to measure the use of specific multiword expressions. The first challenge is deciding whether to count precise and accurate use of target expressions only or whether to extend the count to include variation. The second challenge requires addressing…