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 …

This paper reviews 74 empirical publications that used high-frequency data collection tools
to capture facets of small collaborative groups—ie, papers that conduct Multimodal …

Acknowledging the benefits of active learning and the importance of collaboration skills, the
higher education system has started to transform toward utilization of group activities into …

Automated co-located human–human interaction analysis has been addressed by the use of
nonverbal communication as measurable evidence of social and psychological phenomena …

Using automated models to analyze classroom discourse is a valuable tool for educators to
improve their teaching methods. In this paper, we focus on exploring alternatives to ensure …

Collaborative group tasks require efficient and productive verbal and non-verbal interactions
among the participants. Studying such interaction patterns could help groups perform more …

Participants' body language during interactions with others in a group meeting can reveal
important information about their individual personalities, as well as their contribution to a …

As IoT technology advances, using machine learning to detect user activities emerges as a
promising strategy for delivering a variety of smart services. It is essential to have access to …

Group meetings are ubiquitous, with millions of meetings held across the world every day.
However, meeting quality, group performance, and outcomes are challenged by a variety of …

Studying group dynamics requires fine-grained spatial and temporal understanding of
human behavior. Social psychologists studying human interaction patterns in face-to-face …