Abstract
Learning Management Systems (LMS) are increasingly being used in Computer-Assisted Education. LMS are used in distance learning and classroom teaching, as teachers and students support tools for learning. Teachers can design and provide material, activities and assessments exercises for the students. Nevertheless, this procedure is usually done in the same way for all the students, regardless of their performance and behavior differences. This research aims to propose an Intelligent Tutoring System (ITS) model to be integrated with Learning Management Systems. The proposed model of ITS is based on Multiagent Systems, in order to provide adaptability to any existent LMS. The main contribution of the presented model is to aggregate the benefits LMS at the ITS and vice versa, creating an intelligent learning environment.
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References
Ajlan, A.-A., Husein, Z.: Why Moodle. In: International Workshop on Future Trends of Distributed Computgin System. IEEE (2008)
Rafael, B., Renata, V., Moreira, A.F.: Fundamentos de sistemas multiagentes. In: Ferreira, C.E. (ed.) Jornada de Atualização em Informática (JAI 2001), vol. 4(1), pp. 3–44. SBC, Fortaleza (2001)
Bordini, R.H., Hubner, J.F., Wooldridge, M.: Programming multi-agent systems in AgentSpeak usingJason. John Wiley & Sons (2007)
Conati, C.: Intelligent tutoring systems: new challenges and directions. Paper presented at the Proceedings of the 21st International Joint Conference on AI (2009)
Mosser, F.: Um ambiente para desenvolvimento de agentes B.D.I. Trabalho de conclusão de curso. Universidade Federal de Pelotas, 2004. Disponível em: http://www.inf.ufsc.br/~silveira/INE602200/Artigos/TCC_Moser.pdf (accessed on December 04, 2011)
Claude, F., Thierry, M., Esma, A.: Using pedagogical agents in a multi-strategic intelligent tutoring system. In: Proceedings of the A I-ED 1997 Workshop on Pedagogical Agents, pp. 40–47 (1997)
Freeman, R.: What is an Intelligent Tutoring System? Published in Intelligenge, 11(3): 15-16, 2000. Disponível em http://faculty.cs.niu.edu/~freedman/papers/link2000.pdf (accessed on January 20, 2014)
Frigo, L.B., Pozzebon, E., Bittencourt, G.: O papel dos agentes inteligentes nos sistemas tutores inteligentes. World Congress on Engineering and Technology Education, São Paulo, Brasil (2004)
Lima, R.D., Rosatelli, M.C.: Um sistema tutor inteligente para um ambiente virtual de ensino aprendizagem. Anais do WIE, 2003 (2004)
Milligan, C.: Delivering Staff and Professional Development Using Virtual Learning Environments. In: The Role of Virtual Learning Environments in the Online Delivery of Staff Development. Institute for Computer Based Learning, Heriot-Watt University,Riccarton, Edinburgh EH14-4AS. October 1999. Disponível em: http://www.icbl.hw.ac.uk/jtap-573/573r2-3.html (accessed on January 13, 2014)
Omicini, A., Ricci, A., Viroli, M.: Artifacts in the A&A metamodel for multi-agent systems. Autonomous agents and multiagent systems 17(3), 432–456 (2008)
Pereira Alice, T.C.: Schmitt Valdenise, Álvares Maria R C Dias. Ambientes virtuais de aprendizagem. Livraria Cultura, 2007. Disponível em: http://www.livrariacultura.com.br/imagem/capitulo/2259532.pdf (accessed on November 27, 2011)
Santos, C.T., Frozza, R., Dahmer, A., Gaspary, L.P.: Dóris – Um agente de acompanhamento pedagógico em sistemas tutores inteligentes. In: Sbie 2001 Simpósio Brasileiro De Informática Na Educação, 12.,2001, UFES, Vitória-ES (2001)
Silveira, R.A.: Ambientes inteligentes distribuídos de aprendizagem. CPGCC da UFRGS, Porto Alegre (1998)
Michael, W.: An introduction to multiagent systems, 2nd edn. Jonh Wiley & Sons Ltd (2009)
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Giuffra Palomino, C.E., Azambuja Silveira, R., Nakayama, M.K. (2014). An Intelligent LMS Model Based on Intelligent Tutoring Systems. In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds) Intelligent Tutoring Systems. ITS 2014. Lecture Notes in Computer Science, vol 8474. Springer, Cham. https://doi.org/10.1007/978-3-319-07221-0_72
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DOI: https://doi.org/10.1007/978-3-319-07221-0_72
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