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…

Explores an approach to analysis and modeling of computer-supported collaborative writing, which captures the structure of user behavior as they interact with a computer system. Shows that patterns of interactive behaviors of the users were influenced by the system design. Suggests that this approach is worth pursuing and may be integrated with…