Literature review on co-located collaboration modeling using multimodal learning analytics—Can we go the whole nine yards?
Collaboration is one of the important 21st-century skills. It can take place in remote or co-
located settings. Co-located collaboration (CC) is a very complex process that involves …
located settings. Co-located collaboration (CC) is a very complex process that involves …
Many are the ways to learn identifying multi-modal behavioral profiles of collaborative learning in constructivist activities
Understanding the way learners engage with learning technologies, and its relation with
their learning, is crucial for motivating design of effective learning interventions. Assessing …
their learning, is crucial for motivating design of effective learning interventions. Assessing …
Modelling co-located team communication from voice detection and positioning data in healthcare simulation
In co-located situations, team members use a combination of verbal and visual signals to
communicate effectively, among which positional forms play a key role. The spatial patterns …
communicate effectively, among which positional forms play a key role. The spatial patterns …
Towards automatic collaboration analytics for group speech data using learning analytics
Collaboration is an important 21st Century skill. Co-located (or face-to-face) collaboration
(CC) analytics gained momentum with the advent of sensor technology. Most of these works …
(CC) analytics gained momentum with the advent of sensor technology. Most of these works …
Towards collaborative convergence: quantifying collaboration quality with automated co-located collaboration analytics
Collaboration is one of the four important 21st-century skills. With the pervasive use of
sensors, interest on co-located collaboration (CC) has increased lately. Most related …
sensors, interest on co-located collaboration (CC) has increased lately. Most related …
Sensing the Intentions to Speak in VR Group Discussions
While virtual reality (VR) technologies enable remote communication through the use of 3D
avatars, it is often difficult to foster engaging group discussions without addressing the …
avatars, it is often difficult to foster engaging group discussions without addressing the …
Measuring collaboration quality through audio data and learning analytics
Collaboration is an important twenty-first-century skill. Collaboration quality detection can
help to support collaboration. This chapter addresses the collaboration quality detection and …
help to support collaboration. This chapter addresses the collaboration quality detection and …
Characterization of collaboration in a virtual environment with gaze and speech signals
Collaboration during the completion of complex tasks requires synchronization and effective
communication within teams. In this paper, we study multimodal collaboration metrics with …
communication within teams. In this paper, we study multimodal collaboration metrics with …
Multimodal detection of engagement in groups of children using rank learning
In collaborative play, children exhibit different levels of engagement. Some children are
engaged with other children while some play alone. In this study, we investigated …
engaged with other children while some play alone. In this study, we investigated …
A Multimodal Analysis of Iranian EFL Learners Willingness to Participate in Collaborative Tasks: A Conversation Analysis Approach
K Afzali, H Astaraki - Applied Research on English Language, 2021 - are.ui.ac.ir
Despite the fact that classroom interaction is an indispensable aspect of language learning,
many EFL students do not show any willingness to participate (WTP) in classroom activities …
many EFL students do not show any willingness to participate (WTP) in classroom activities …