Abstract
Frequently, the existing resources in Virtual Learning Environments (VLEs), used in distance education courses and blended, are presented in the same way for all students. This may complicate the effective learning process of each student. In order to solve this problem, the approach adopted in this paper is based on a framework called ArCARE, which allows adaptation of resources for students in VLEs, allowing the construction of his knowledge, using multi-agent system technology that handles open learner model ontology. These ArCARE resources are recommendation and adaptation of collaborative activities such as pedagogical architectures for the students have a more effective learning of particular course content. Results obtained in a Computational Thinking course show the feasibility of the proposal.
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References
Bremgartner, V., Netto, J.M., Menezes, C.S.: Adaptation resources in virtual learning environments under constructivist approach: a systematic review. In: Proceedings of 45th IEEE Frontiers in Education Conference, El Paso, USA (2015)
Fröschl, C.: User modeling and user profiling in adaptive e-learning systems. Master’s thesis. Institute for Information Systems and Computer Media, Graz University of Technology, Graz, Austria (2005)
LIP. learner information package specification 1.0.1. www.imsglobal.org/profiles/lipinfo01.html#5.1/
Tavares, L.O., Menezes, C.S., Nevado, R.A.: Pedagogical architectures to support the process of teaching and learning of computer programming. In: Proceedings of 42th IEEE Frontiers in Education Conference, Seattle, USA (2012)
JADE: Java Agent Development Framework. www.jade.tilab.com/
JADEX Active Components. www.activecomponents.org/bin/view/About/Features
Moodle: a free, open source course management system for online learning. www.moodle.org/
Soloman, B.A., Felder, R.M.: Index of learning styles questionnaire. www.engr.ncsu.edu/learningstyles/ilsweb.html
Honey and Mumford’s Learning Styles Questionnaire. www.nwlink.com/~donclark/hrd/styles/honey_mumford.html
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Bremgartner, V., de Magalhães Netto, J., Menezes, C. (2017). Conceptual Framework for Collaborative Educational Resources Adaptation in Virtual Learning Environments. In: André, E., Baker, R., Hu, X., Rodrigo, M., du Boulay, B. (eds) Artificial Intelligence in Education. AIED 2017. Lecture Notes in Computer Science(), vol 10331. Springer, Cham. https://doi.org/10.1007/978-3-319-61425-0_42
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DOI: https://doi.org/10.1007/978-3-319-61425-0_42
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