Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/50202
Título: | Mouse dynamics correlates to student behaviour in computer-based exams |
Autor(es): | Carneiro, Davide Rua Novais, Paulo Sousa, Nuno Pêgo, José M. Neves, José |
Palavras-chave: | Human–computer interaction Stress Mouse dynamics Student behaviour |
Data: | 5-Dez-2017 |
Editora: | Oxford University Press |
Revista: | Logic Journal of the IGPL |
Citação: | Carneiro, D., Novais, P., Sousa, N., Pêgo, J. M., & Neves, J. (2017). Mouse dynamics correlates to student behaviour in computer-based exams. Logic Journal of the IGPL, 25(6), 967-978 |
Resumo(s): | Nowadays, it is common for higher education institutions to use computer-based exams, partly or integrally, in their evaluation processes. These exams, much like their paper-based counterparts, are one of the most significant sources of stress in the life of students. However, the fact that exams are undertaken in a computer allows for new features to be acquired that may provide more reliable insights into the behaviour and state of the student during the exam. In this article we analyse these novel behavioural features and explore, to which extent, they can point out previously unknown phenomena. Specifically, we show that the time a student takes to complete an exam is correlated with mouse dynamics features. In practical terms, we are able to predict the duration of each individual exam with a satisfying error based on the interaction patterns of the student. |
Tipo: | Artigo |
URI: | https://hdl.handle.net/1822/50202 |
DOI: | 10.1093/jigpal/jzx051 |
ISSN: | 1368-9894 |
Versão da editora: | https://academic.oup.com/jigpal/article-abstract/25/6/967/4557580 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | ICVS - Artigos em revistas internacionais / Papers in international journals |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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paper mouse dynamics.pdf | 1,63 MB | Adobe PDF | Ver/Abrir |