Open AccessJournal Article
Evaluating Collaborative Learning Processes Using System-Based Measurement.
César A. Collazos,Luis A. Guerrero,José A. Pino,Stefano Renzi,Jane Klobas,Manuel Ortega,Miguel A. Redondo,Crescencio Bravo +7 more
TL;DR: Direct system-based measures based on data produced by a collaborative learning system during the collaboration process are presented, and it is suggested that these measures can be enhanced by also considering participants’ perceptions of the process.
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Abstract: Much of the research on collaborative work focuses on the quality of the group outcome as a measure of success. There is less research on the collaboration process itself, but an understanding of the process should help to improve both the process and the outcomes of collaboration. Understanding and analyzing collaborative learning processes requires a fine-grained analysis of group interaction in the context of learning goals. Taking into account the relationships among tasks, products and collaboration this paper presents a set of measures designed to evaluate the collaborative learning process. We emphasise: direct system-based measures based on data produced by a collaborative learning system during the collaboration process, and suggest that these measures can be enhanced by also considering participants’ perceptions of the process.
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Citations
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References
•Book
Situated Learning: Legitimate Peripheral Participation
Jeanne Lave,Etienne Wenger +1 more
- 01 Jan 1991
TL;DR: This work has shown that legitimate peripheral participation in communities of practice is not confined to midwives, tailors, quartermasters, butchers, non-drinking alcoholics and the like.
50.2K
•Book
Studies in Ethnomethodology
Harold Garfinkel
- 01 Jan 1967
TL;DR: This work focuses on Ethnomethodology, which investigates the role of sex status in the lives of the Intersexed Person and some of the rules of Correct Decisions that Jurors Respect.
13.9K
•Book
Cooperation and Competition: Theory and Research
David W. Johnson,Roger T. Johnson +1 more
- 01 Apr 1989
TL;DR: One day, you will discover a new adventure and knowledge by spending more money as discussed by the authors. But when? Do you think that you need to obtain those all requirements when having much money? Why don't you try to get something simple at first?
3.3K
What do you mean by collaborative learning
Pierre Dillenbourg
- 01 Jan 1999
TL;DR: The Learning in Humans and Machines (LHM) workshop series as mentioned in this paper was a series of workshops on collaborative learning that gathered together 20 scholars from the disciplines of psychology, education and computer science.
The Construction of Shared Knowledge in Collaborative Problem Solving
Jeremy Roschelle,Stephanie D. Teasley +1 more
- 01 Jan 1995
TL;DR: This paper focuses on the processes involved in collaboration using a microanalysis of one dyad’s work with a computer-based environment (the Envisioning Machine) and shows how this shared conceptual space is constructed through the external mediational framework of shared language, situation and activity.