Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/90739
Título: | Reinforcing assessment processes using proactive case-based reasoning mechanisms |
Autor(es): | Leite, Jaime Belo, Orlando |
Palavras-chave: | Case-based Reasoning E-learning User Assessment E-Learning Systems Rule-based Reasoning Supervised Reasoning |
Data: | 2023 |
Editora: | Springer, Cham |
Revista: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
Citação: | Leite, J., Belo, O. (2023). Reinforcing Assessment Processes Using Proactive Case-Based Reasoning Mechanisms. In: García Bringas, P., et al. Hybrid Artificial Intelligent Systems. HAIS 2023. Lecture Notes in Computer Science, vol 14001. Springer, Cham. https://doi.org/10.1007/978-3-031-40725-3_6 |
Resumo(s): | The integration of case-based reasoning mechanisms into E-learning systems is not a recent option. These mechanisms allow us to implement reasoning systems using similar experiences in a retrospectively way, which is quite attractive for problem solving in some application areas. Its application promotes the achievement of very interesting solutions, especially when an interesting case base exists a priori, integrating knowledge and appropriate problem-solving methods. In this paper, we present and describe a hybrid reasoning system especially developed to support student knowledge assessment processes in an E-learning platform. The system integrates two autonomous reasoning modules, which combine their functioning during knowledge assessment processes, combining rule-based and case-based knowledge, respecting a set of assessment restrictions defined a priori by a human supervisor. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/90739 |
ISBN: | 978-3-031-40724-6 |
e-ISBN: | 978-3-031-40725-3 |
DOI: | 10.1007/978-3-031-40725-3_6 |
ISSN: | 0302-9743 |
Versão da editora: | https://link.springer.com/chapter/10.1007/978-3-031-40725-3_6 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
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Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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HAIS1470-CRP.pdf Acesso restrito! | 687,93 kB | Adobe PDF | Ver/Abrir |