Abstract
Learning management systems are used as a support tool in the process of knowledge sharing. Teachers add the material related to the domain of knowledge and also elaborate pedagogical mediation activities for the students. This process, in general, results in a learning environment that presents the same content for all participants, not taking into account the differences that exist between each of them, both in performance and behavior in the environment. The purpose of this work is to show an adaptive, agent-based environment model to enable the teacher to use some tools to create an adaptive class. In this model, resources and activities are made available to the participants in an individualized and adaptive way according to a previous configuration made by the teacher on the learning environment. The system was developed using Moodle to be used as a test bed case study and a basic calculus course was created to perform a practical evaluation test of the proposed model with real students as participants.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
U.S. Department of Education, Office of Educational Technology: Expanding evidence approaches for learning in a digital world, Washington, D.C. (2013)
Oxman, S., Wong, W.: White paper: adaptive learning systems. Integrated Education Solutions (2014)
Kurt, V.: The relative effectiveness of human tutoring, intelligent tutoring systems, and other tutoring systems. Educ. Psychol. 46(4), 197–221 (2011)
De Oliveira, J.P.M., Lima, J.V.D., Wives, L.K., Pernas, A.M., Gasparini, I., Fernández, A.: Díaz, A: Adaptatividade geocultural em ambientes virtuais de aprendizagem. RIED 17(1), 83–109 (2014)
Marcuzzo, M.M.V., Gubiani, J.S., Lopes, L.F.D.: A satisfação dos alunos de educação a distância em uma Instituição de Ensino Superior. Centro de Processamento de Dados, UFSM (2015)
Giraffa, L.M.M., Viccari, R.M.: The use of agents techniques on intelligent tutoring systems. In: Computer Science, SCCC 1998 (1998)
Giuffra, C.E.P., Silveira, R.A., Nakayama, M.K.: Using agent based adaptive learning environments for knowledge sharing management. Int. J. Knowl. Learn. 10, 278–295 (2015)
Jason Developers: Jason a Java-based interpreter for an extended version of AgentSpeak (2017)
Acknowledgments
This work was conducted during a scholarship supported and financed by CAPES and CNPQ - Ministry of Education of Brazil.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Palomino, C.G., Nunes, C.S., Silveira, R.A., González, S.R., Nakayama, M.K. (2017). Adaptive Agent-Based Environment Model to Enable the Teacher to Create an Adaptive Class. In: Vittorini, P., et al. Methodologies and Intelligent Systems for Technology Enhanced Learning. MIS4TEL 2017. Advances in Intelligent Systems and Computing, vol 617. Springer, Cham. https://doi.org/10.1007/978-3-319-60819-8_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-60819-8_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-60818-1
Online ISBN: 978-3-319-60819-8
eBook Packages: EngineeringEngineering (R0)