Groupnamics: Designing an Interface for Overviewing and Managing Parallel Group Discussions in an Online Classroom
Arissa J. Sato, Zefan Sramek, Koji Yatani
Abstract
Instructors facilitating online classes have a limited ability to see and hear interactions of student groups working in parallel, which prevents them from interacting with students effectively. In this work, we explore interface design for providing an overview of parallel group discussions in online classrooms. We derive design considerations through a participatory design process and instantiate them in our visualization interface, Groupnamics. Groupnamics visualizes recent vocal activities and discussion statuses of each group in a one-page view, facilitating identification of groups where intervention may be needed. Our user study with 16 instructors confirmed that Groupnamics can successfully provide cues for when instructors should join group discussions and improvements on the perceived usefulness and ease of use over the baseline interface representing existing videoconferencing tools. Our qualitative results suggest future research directions in interface design for online parallel group discussions.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext a852ccdd-9f7b-4c80-9898-4c13d2a099f7Cited by top-tier papers4
- VizGroup: An AI-assisted Event-driven System for Collaborative Programming Learning AnalyticsXiaohang Tang, Sam Wong, Kevin Pu, Xi Chen et al.UIST 2024 · 16 citations
- Predicting and Understanding Turn-Taking Behavior in Open-Ended Group Activities in Virtual RealityPortia Wang, Eugy Han, Anna C. M. Queiroz, Cyan DeVeaux et al.CSCW 2025 · 13 citations
- CPVis: Evidence-based Multimodal Learning Analytics for Evaluation in Collaborative ProgrammingGefei Zhang, Shenming Ji, Yicao Li, Jingwei Tang et al.CHI 2025 · 8 citations
- InterFlow: Designing Unobtrusive AI to Empower Interviewers in Semi-Structured InterviewsYi Wen, Yu Zhang, Sriram Suresh, Zhicong Lu et al.CHI 2026
Builds on7
- Moderator Chatbot for Deliberative Discussion: Effects of Discussion Structure and Discussant FacilitationSoomin Kim, Jinsu Eun, Joseph Seering, Joonhwan LeeCSCW 2021 · 84 citations
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online PresentationsPrasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan et al.CHI 2021 · 81 citations
- MirrorBlender: Supporting Hybrid Meetings with a Malleable Video-Conferencing SystemJens Emil Grønbæk, Banu Saatçi, Carla F. Griggio, Clemens Nylandsted KlokmoseCHI 2021 · 67 citations
- Learning from Home: A Mixed-Methods Analysis of Live Streaming Based Remote Education Experience in Chinese Colleges during the COVID-19 PandemicZhilong Chen, Hancheng Cao, Yuting Deng, Xuan Gao et al.CHI 2021 · 61 citations
- "It Feels Like I am Talking into a Void": Understanding Interaction Gaps in Synchronous Online ClassroomsMatin Yarmand, Jaemarie Solyst, Scott R. Klemmer, Nadir WeibelCHI 2021 · 61 citations
Related papers
- OpenMic: Utilizing Proxemic Metaphors for Conversational Floor Transitions in Multiparty Video MeetingsErzhen Hu, Jens Emil Sloth Grønbæk, Austin Houck, Seongkook HeoCHI 2023 · 18 citations
- vRobotator: A Virtual Robot Facilitator of Small Group Discussions for K-12Elinor Mizrahi, Noa Danzig, Goren GordonCSCW 2022 · 5 citations
- Glancee: An Adaptable System for Instructors to Grasp Student Learning Status in Synchronous Online ClassesShuai Ma, Taichang Zhou, Fei Nie, Xiaojuan MaCHI 2022 · 51 citations
- "I Felt Bad After We Ignored Her": Understanding How Interface-Driven Social Prominence Shapes Group Discussions with GenAIJanet G. Johnson, Ruijie Sophia Huang, Khoa Nguyen, Ji Young Nam et al.CHI 2026 · 1 citation
- Glass Chirolytics: Reciprocal Compositing and Shared Gestural Control for Face-to-Face Collaborative Visualization at a DistanceDion Barja, Matthew BrehmerCHI 2026 · 1 citation
