Utilize este identificador para referenciar este registo: http://hdl.handle.net/10198/1937
Título: Case-based reasoning approach to adaptive web-based educational systems
Autor: Alves, Paulo
Amaral, Luís
Pires, José Adriano
Palavras-chave: Case-based reasoning
Web-based educational systems
Data: 2008
Editora: IEEE
Citação: Alves, Paulo; Amaral, Luís; Pires, José Adriano (2008). Case-based reasoning approach to adaptive web-based educational systems. In Proceedings of the Eighth IEEE International Conference on Advanced Learning Technologies. Santander, Spain. p. 260-261. ISBN 978-0-7695-3167-0
Resumo: Virtual learning environments systems are based on the classroom paradigm, in which the knowledge is transmitted for all the students in the same way. To enhance e-learning, adapting the contents to the needs of each student is essential, and a more personalized learning support is required. The adoption of pedagogical agents and new artificial intelligence methodologies can response to the needs of individual students and provide a more effective collaboration in virtual learning environments. The learning experience of each student can be adapted to others students with the same characteristics. The adaptation of past cases to solve new problems is one of the features of case-based reasoning methodology, which can provide an effective knowledge transmission, based on learning activities. In this paper, we present a case-based reasoning approach to Adaptive Web-based Educational Systems using fuzzy logic to adapt e-learning contents and contexts according to the student learning style and individual needs.
URI: http://hdl.handle.net/10198/1937
DOI: 10.1109/ICALT.2008.197
ISBN: 978-0-7695-3167-0
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