This case study is based on a research project about the disciplinary effects on grading; that is, how the system of assigning and receiving grades on courses and assignments affects the behavior of students, instructors, and university administrators alike. This research was undertaken using autoethnography as our main method. The case study…

Multimodal learning analytics (MMLA) research has made significant progress in modelling collaboration quality for the purpose of understanding collaboration behaviour and building automated collaboration estimation models. Deploying these automated models in authentic classroom scenarios, however, remains a challenge. This paper presents findings…