Analysis of the optimization of resources with Learning Analytics techniques
This paper presents an empirical study based on the learning environment through different data analysis tools. The study is applied to the subject of Theory of Machines and Materials Resistance of the Chemical Engineering degree at the Universitat Politècnica de València (Spain), with the aim of be...
| Autores: | , , , |
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| Tipo de recurso: | artículo |
| Fecha de publicación: | 2023 |
| País: | España |
| Institución: | Consejo General de la Arquitectura Técnica de España (CGATE) |
| Repositorio: | RIARTE |
| OAI Identifier: | oai:www.riarte.es:20.500.12251/3859 |
| Acceso en línea: | http://hdl.handle.net/20.500.12251/3859 https://doi.org/10.4995/muse.2023.18545 |
| Access Level: | acceso abierto |
| Palabra clave: | Aprendizaje adaptativo Metodología docente Universidad Politécnica de Valencia (UPV) Herramientas educativas Educación en ingeniería Formación universitaria 5801.03 desarrollo del Programa de Estudios 5801.07 Métodos Pedagógicos 5802.03 Desarrollo de Asignaturas |
| Sumario: | This paper presents an empirical study based on the learning environment through different data analysis tools. The study is applied to the subject of Theory of Machines and Materials Resistance of the Chemical Engineering degree at the Universitat Politècnica de València (Spain), with the aim of being able to understand and optimise with greater knowledge the way of learning taught, to know what is more difficult for the students and to create a more personalised learning environment. In order to achieve this, it is important to have as much information as possible about the use and usefulness of the resources provided to the students as a teacher. Knowing this data will allow us to provide more efficient resources and to change those that, through data analysis, are not being useful to students. The results of this research show how, through applications such as Learning Analytics, greater performance can be obtained in both teaching and learning. |
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