A Multiagent System to Support Problem-Based Learning

DOI: 10.4236/ce.2011.25065   PDF   HTML     4,978 Downloads   8,452 Views   Citations


The problem-based learning (PBL) is a learning theory that emphasizes collaboration and teamwork to solve a problem. However, a problem that occurs frequently in the implementation of PBL is the out-of-context conversation, which is a situation in which the students lose focus and start talking about topics that are not related to the discussion. Another important aspect is related to the formation of groups in PBL. It might be difficult for the facilitator to assign students to groups at a distance, since the lack of presential contact makes it difficult to perceive important characteristics of the students’ profiles involved in the process. Thus, this paper presents a Multiagent system to support PBL, with the objective of detecting and correcting problems inherent in the implementation of this learning theory.

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Fontes, L. , Neto, F. & Pontes, A. (2011). A Multiagent System to Support Problem-Based Learning. Creative Education, 2, 452-457. doi: 10.4236/ce.2011.25065.

Conflicts of Interest

The authors declare no conflicts of interest.


[1] Arnold, K., Gosling, J., & Holmes, D. (1996). The Java? Programming Language. Upper Saddle River: Prentice Hall, 352.
[2] Bellifemine, F. L., Caire, G., & Greenwood, D. (2007). Developing multiagent systems with JADE. Hoboken, Wiley, 5. doi:10.1002/9780470058411
[3] Coutinho, C. M. P., & Bottentuit, J. B. Jr. (2007). Collaborative learning using Wiki: A pilot study with master students in educational technology. Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications (pp. 1786-1791). Vancouver.
[4] Dimitracopoulou, A. (2005). Designing collaborative learning systems: Current trends & future research agenda. Proceedings of the 2005 Conference on Computer Support for Collaborative Learning: Learning 2005: The Next 10 Years! (pp. 115-124). International Society of the Learning Sciences.
[5] Felix, Z. C., & Tedesco, P. A. (2008). Smart chat group: Ferramenta ciente de contexto para forma??o de grupos. Fortaleza: Anais do Simpósio Brasileiro de Informática na Educa??o—SBIE, 19, 643-654.
[6] Fontes, L. M. O., Mendes Neto, F. M., Pontes, A. A. A., & Campos, G. A. L. (2011). An agent-based architecture for supporting the workgroups creation and the detection of out-of-context conversation on problem-based learning in virtual learning environments. Proceedings of the 2011 ACM Symposium on Applied Computing (pp. 1175-1180). TaiChung, Taiwan: ACM SAC Proceedings. New York, NY: ACM.
[7] Hmelo-Silver, C. E. (2004). Problem-based learning: What and how do students learn? Educational Psychology Review: Springer, 16, 235- 266. doi:10.1023/B:EDPR.0000034022.16470.f3
[8] Lima, M. R. C., Labidi, S., Bastos Filho, O. C., & Fonseca, L. C. C. (2005). Aprendizagem cooperativa e o problema de forma??o de grupos. Renote—Novas Tecnologias na Educa??o, 3.
[9] Moisil, I., Pah, I., Barbat, B., & Popa, E. M. (2006). Socio-cultural modelling of the student as the main actor of a virtual learning environment. Proceedings of the Wseas, International Conference on Mathematical Methods and Computational Techniques in Electrical Engineering, 8. Bucharest.
[10] Pereira, F. C. N., & Shieber, S. M. (2002). Prolog and natural-language analysis. Microtome Publishing, 64, 627-631.
[11] Pontes, A. A. A., Mendes Neto, F. M., & Campos, G. A. L. (2010). Multiagent system for detecting passive students in problem-based learning. Advances in Soft Computing, 71, 165-172. doi:10.1007/978-3-642-12433-4_20
[12] Russell, S., & Norving, P. (2002). Artificial intelligence: A modern approach. Upper Saddle River: Prentice Hall, 1132.
[13] Sendag, S., & Ferhan, O. H. (2009). Effects of an online problem based learning course on content knowledge acquisition and critical thinking skills. Computers & Education: Elsevier, 53, 132-141.
[14] Silveira, S. R., & Barone, D. A. C. (2009). Forma??o de grupos colaborativos em cursos a distancia via web: Um estudo de caso utilizando técnicas de inteligência artificial. Revista Brasileira de Informática na Educa??o, 14.
[15] Strobel, J., & Van Barneveld, A. (2009). When is PBL more effective? A meta-synthesis of meta-analyses comparing PBL to conventional classrooms. Interdisciplinary Journal of Problem-based Learning, 3, 4.
[16] Tseng, K., Chiang, F., & Hsu, W. (2008). Interactive processes and learning attitudes in a web-based problem-based learning (PBL) platform. Computers in Human Behavior: Elsevier, 24, 940-955. doi:10.1016/j.chb.2007.02.023
[17] Vizcaíno, A. A. (2005). Simulated student can improve collaborative learning. International Journal of Artificial Intelligence in Education, 15, 3-40.

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