Network Analytics of Collaborative Problem-Solving
Problem-solving and collaboration are regarded as an essential part of 21st Century Skills. This study describes a task-focused approach to network analysis of trace data from collaborative problem-solving in a digital learning environment. The analysis framework builds and expands upon previous ana...
| Main Authors: | , , , , |
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| Format: | Conference Paper |
| Published: |
2019
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| Online Access: | http://hdl.handle.net/20.500.11937/80813 |
| _version_ | 1848764276680949760 |
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| author | Kerrigan, Simon Feng, Shihuife Vuthaluru, Rupa Ifenthale, Dirk Gibson, David |
| author_facet | Kerrigan, Simon Feng, Shihuife Vuthaluru, Rupa Ifenthale, Dirk Gibson, David |
| author_sort | Kerrigan, Simon |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Problem-solving and collaboration are regarded as an essential part of 21st Century Skills. This study describes a task-focused approach to network analysis of trace data from collaborative problem-solving in a digital learning environment. The analysis framework builds and expands upon previous analyses of social ties as well as discourse analysis and adds new metrics of collaborative learning, problem-solving and personal learning. Using three forms of evidence - actions and use of resources, communications and constructed products - the article outlines and illustrates a framework for characterising individual and team performance on a team project as a basis for documenting individual and team behaviours linked to personal learning, collaboration and team problem solving. This study provides a preliminary demonstration of the effectiveness of network analysis on quantifying and visualizing individual-level and group-level performance in computer-mediated collaborative learning. |
| first_indexed | 2025-11-14T11:16:47Z |
| format | Conference Paper |
| id | curtin-20.500.11937-80813 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T11:16:47Z |
| publishDate | 2019 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-808132021-03-02T04:21:33Z Network Analytics of Collaborative Problem-Solving Kerrigan, Simon Feng, Shihuife Vuthaluru, Rupa Ifenthale, Dirk Gibson, David Problem-solving and collaboration are regarded as an essential part of 21st Century Skills. This study describes a task-focused approach to network analysis of trace data from collaborative problem-solving in a digital learning environment. The analysis framework builds and expands upon previous analyses of social ties as well as discourse analysis and adds new metrics of collaborative learning, problem-solving and personal learning. Using three forms of evidence - actions and use of resources, communications and constructed products - the article outlines and illustrates a framework for characterising individual and team performance on a team project as a basis for documenting individual and team behaviours linked to personal learning, collaboration and team problem solving. This study provides a preliminary demonstration of the effectiveness of network analysis on quantifying and visualizing individual-level and group-level performance in computer-mediated collaborative learning. 2019 Conference Paper http://hdl.handle.net/20.500.11937/80813 10.33965/celda2019_201911l006 restricted |
| spellingShingle | Kerrigan, Simon Feng, Shihuife Vuthaluru, Rupa Ifenthale, Dirk Gibson, David Network Analytics of Collaborative Problem-Solving |
| title | Network Analytics of Collaborative Problem-Solving |
| title_full | Network Analytics of Collaborative Problem-Solving |
| title_fullStr | Network Analytics of Collaborative Problem-Solving |
| title_full_unstemmed | Network Analytics of Collaborative Problem-Solving |
| title_short | Network Analytics of Collaborative Problem-Solving |
| title_sort | network analytics of collaborative problem-solving |
| url | http://hdl.handle.net/20.500.11937/80813 |