A machine learning approach to assessing knowledge sharing during collaborative learning activities

@inproceedings{Soller2002AML,
  title={A machine learning approach to assessing knowledge sharing during collaborative learning activities},
  author={Amy Soller and Janyce Wiebe and Alan M. Lesgold},
  booktitle={CSCL},
  year={2002}
}
Students bring to a collaborative learning situation a great deal of specialized knowledge and experiences that undoubtedly shape the collaboration and learning processes. How effectively this unique knowledge is shared and assimilated by the group affects both the process and the product of the collaboration. In this paper, we describe a machine learning approach, Hidden Markov Modeling, to analyzing and assessing on-line knowledge sharing conversations. We show that this approach can… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 23 references

Intelligent agents for collaborative learning: Predicting the roles of dialogue participants

B. Goodman, J. Hitzeman, F. Linton, H. Ross
Manuscript in preparation • 2001

An approach to analyse collaboration when shared structured workspaces are used for carrying out group learning processes

B. Barros, M. F. Verdejo
Proceedings of the Ninth International Conference on Artificial Intelligence in Education, • 1999
View 1 Excerpt