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A Multi-agent Model That Promotes Team-Role Balance in Computer Supported Collaborative Learning

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Advances in New Technologies, Interactive Interfaces and Communicability (ADNTIIC 2011)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 7547))

Abstract

Organizing students in groups does not guarantee their learning. The behaviors that student show while solving a task in a computer-supported collaborative environment, that is, the roles they play, are vital to reach teaching and learning goals successfully. In this context, we present a multi-agent model that monitors students’ participation in a group, recognizes their team roles as they work collaboratively, automatically builds their profiles, diagnoses the state of the collaboration considering balance of team roles as an ideal situation, and proposes corrective actions when the group behavior is far from this ideal. The proposed model will be developed in the context of an e-learning environment and will be validated using real groups of students working collaboratively.

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References

  1. Barros, B., Verdejo, M.: Analysing student interaction processes in order to improve collaboration. The DEGREE approach. International Journal of Artificial Intelligence in Education 11 (2000)

    Google Scholar 

  2. Belbin, M.: Team Roles at Work, 2nd edn. Butterworth-Heinemann, Oxford (1996)

    Google Scholar 

  3. Belbin, M.: Managing without Power. Butterworth-Heinemann, Oxford (2001)

    Google Scholar 

  4. Constantino Gonzalez, M., Suthers, D., Escamilla de los Santos, J.: Coaching Web-based Collaborative Learning based on Problem Solution Differences and Participation. International Journal of Artificial Intelligence in Education 13 (2003)

    Google Scholar 

  5. Costaguta, R., Amandi, A.: Training Collaboration Skills to Improve Group Dynamics. In: ACM Proc. Euro American Conference on Telematics and Information Systems, Brasil (2008)

    Google Scholar 

  6. Delgado, A., Olguín, C., Ricarte, I.: Monitoring Learners Activities in a Collaborative Environment. In: Proc. 7th IEEE International Workshop on Groupware, Germany (2001)

    Google Scholar 

  7. Godoy, D., Schiaffino, S., Amandi, A.: Interface agents personalizing Web-based tasks. Special Issue on Intelligent Agents and Data Mining for Cognitive Systems, Cognitive Systems Research Journal 5(3), 207–222 (2004)

    Google Scholar 

  8. Jensen, F.: An introduction to Bayesian Networks. UCL Press, London (1998)

    Google Scholar 

  9. Jermann, P., Soller, A., Mühlenbrock, M.: From Mirroring to Guiding: A Review of State of Art Technology for Supporting Collaborative Learning. In: Proc. 1st European Conference on Computer Supported Collaborative Learning, pp. 324–331 (2001)

    Google Scholar 

  10. Liao, J., Li, Y., Chen, P., Huang, R.: Using Data Mining as Strategy for Discovering User Roles in CSCL. In: IEEE Proc. 8th Int. Conference on Advanced Learning Technologies, Spain (2008)

    Google Scholar 

  11. Maes, P.: Agents that reduce work and information overload. Communication of the ACM 37(7) (2004)

    Google Scholar 

  12. Maisonneuve, J.: La dinámica de los grupos. Nueva Visión, Buenos Aires (1998) (in Spanish)

    Google Scholar 

  13. Nwana, H.: Software Agents: An Overview. Knowledge Engineering Review 11(3) (1996)

    Google Scholar 

  14. Santos, O., Barrera, C., Gaudioso, E., Boticario, J.: ALFANET: An adaptive e-learning platform. In: Proc. 2nd International Meeting on Multimedia and Information and Communication Technologies in Education, pp. 1938–1942 (2003)

    Google Scholar 

  15. Schellens, T., Van Keer, H., Valcke, M., De Wever, B.: The Impact of role Assignment as Scripting Tool on Knowledge Construction in Asynchronous Discussion Groups. In: ACM Proc. 2005 Conference on Computer Support for Collaborative Learning, Taiwan (2005)

    Google Scholar 

  16. Schiaffino, S., Garcia, P., Amandi, A.: eTeacher: Providing personalized assistance to e-learning students. Computers and Education 51(4), 1744–1754 (2008)

    Article  Google Scholar 

  17. Schiaffino, S., Amandi, A.: Building an expert travel agent as a software agent. Expert Systems with Applications 36(2), 1291–1299 (2009)

    Article  Google Scholar 

  18. Soller, A.: Supporting Social Interaction in an Intelligent Collaborative Learning System. International Journal of Artificial Intelligence in Education 12, 40–62 (2001)

    Google Scholar 

  19. Strijbos, J., de Laat, M., Martens, R., Jochems, W.: Functional versus Spontaneous Roles during CSCL. In: ACM Proc. 2005 Conference on Computer Support for Collaborative Learning, Taiwan (2005)

    Google Scholar 

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© 2012 Springer-Verlag Berlin Heidelberg

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Fares, R., Costaguta, R. (2012). A Multi-agent Model That Promotes Team-Role Balance in Computer Supported Collaborative Learning. In: Cipolla-Ficarra, F., Veltman, K., Verber, D., Cipolla-Ficarra, M., Kammüller, F. (eds) Advances in New Technologies, Interactive Interfaces and Communicability. ADNTIIC 2011. Lecture Notes in Computer Science, vol 7547. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-34010-9_8

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  • DOI: https://doi.org/10.1007/978-3-642-34010-9_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-34009-3

  • Online ISBN: 978-3-642-34010-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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