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Collaborative Group Engagement (CoGE) - Framework & Dashboard

Year: 2025

Type: article

Abstract: Collaborative Group Engagement (CoGE) – Framework & Dashboard The Collaborative Group Engagement (CoGE) Framework represents a data-based and data-driven approach for assessing the quality and dynamics of collaborative group engagement within computer-supported learning environments. It integrates multimodal indicators of group activity and interaction to provide a foundation for analyzing how learners collaborate, engage with shared tasks, and utilize the available digital workspace. An anonymized excerpt of the underlying dataset, together with selected code components used for generating the prototype dashboard, is made publicly available in the archive coge_dashboard.zip. This package also includes documentation detailing the data processing pipeline, landmark extraction and visualizations (Data_Processing_Pipeline_Documentation.pdf) The CoGE-Dashboard prototype can be accessed at: https://coge-dashboard-b46d14.pages.fhnw.ch/

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.14501411

Authors: Bronowicz, Carolin, Jeitziner, Loris, Gasparik, Matus, Vogel, Valentina, Paneth, Lisa, Rack, Oliver, Zahn, Carmen, Bleisch, Susanne

Institution: FHNW University of Applied Sciences and Arts Northwestern Switzerland

Language: English

Topic: Online Learning and Analytics

Subfield: Computer Science Applications

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: green

OpenAlex ID: W7105763609

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