Towards the development of a computerized adaptive testing system based on sequential association rules
This paper shows the results of an analysis of 38 research articles from the main Computer Science publishers, to compare the sequential pattern mining methods they used, additionally, a computerized adaptive testing system (CAT) based on sequential association rules is proposed. Previousl...
| Autores: | , , , , |
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| Tipo de recurso: | artículo |
| Estado: | Versión publicada |
| Fecha de publicación: | 2023 |
| País: | México |
| Institución: | UNIVERSIDAD AUTÓNOMA DEL ESTADO DE HIDALGO |
| Repositorio: | PÄDI Boletín Científico de Ciencias Básicas e Ingeniería del ICBI |
| Idioma: | español |
| OAI Identifier: | oai:repository.uaeh.edu.mx:article/10705 |
| Acceso en línea: | https://repository.uaeh.edu.mx/revistas/index.php/icbi/article/view/10705 |
| Access Level: | acceso abierto |
| Palabra clave: | Computerized Adaptive Testing Data Mining Sequential Association Rules Education Exámenes Adaptativos Computarizados Minería de datos Reglas de Asociación Secuenciales Educación |
| Sumario: | This paper shows the results of an analysis of 38 research articles from the main Computer Science publishers, to compare the sequential pattern mining methods they used, additionally, a computerized adaptive testing system (CAT) based on sequential association rules is proposed. Previously, a CAT system integrating association rules as an item selection method was proposed. In this case, the system will provide the students with items that correspond to their level of knowledge through the answers that they enter the test, in addition to the correct answers of other students in the same test based on sequential association rules with greater support. The technologies proposed for the development of the system are Java, and the integrated development environment NetBeans, along with the JavaServer Faces framework, the MySQL database management system, following the UML-based web engineering methodology (UWE for its acronym in English). |
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