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Permanent URI for this collectionhttps://repositorio.grial.eu/handle/123456789/34
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Item SNOLA: creando una Red sobre Analíticas de Aprendizaje en España(Servicio de Publicaciones Universidad de Zaragoza, 2017-10-04) Agudo-Peregrina, Á. F.; Caeiro-Rodríguez, M.; Conde-González, M. Á.; Cruz-Benito, Juan; Delgado Kloos, Carlos; Menchaca, I.; Larrañaga, M.; Martínez-Monés, A.; Robles Gómez, A.Este artículo introduce de forma somera el Learning Analytics como disciplina y campo de investigación, incluyendo sus principales características, potenciales beneficios de cara a la sociedad, retos y tendencias actuales. A su vez, este manuscrito presenta la Red de Investigación SNOLA (Spanish Network of Learning Analytics, Red Española de Analítica de Aprendizaje), reconocida por el Ministerio de Economía y Competitividad del Gobierno de España. Sobre esta red, se comentan sus objetivos, retos, áreas de trabajo y actividades. En cuanto a SNOLA, se destaca su carácter participativo y abierto hacia la colaboración con distintos actores dentro del área LA, como son las instituciones, usuarios, educadores o los tecnólogos.Item Is it possible to apply statistical implicative analysis in hierarchical cluster analysis? Firsts issues and answers(2017) Pazmiño-Maji, R. A.; García-Peñalvo, Francisco J.; Conde-González, M. Á.Item Learning analytics to identify the influence of leadership on the academic performance of work teams(2016-11) Fidalgo-Blanco, Á.; Sein-Echaluce Lacleta, M. L.; Esteban-Escaño, J.; García-Peñalvo, Francisco J.; Conde-González, M. Á.Item Approximation of Statistical Implicative Analysis to Learning Analytics: A systematic review(2016-11) Pazmiño-Maji, R. A.; García-Peñalvo, Francisco J.; Conde-González, M. Á.Item Exploring Software Engineering Subjects by Using Visual Learning Analytics Techniques.(2015) Conde-González, M. Á.; García-Peñalvo, Francisco J.; Gómez-Aguilar, D. A.; Therón, R.The application of the Information and Communication Technologies to teaching and learning processes is linked to the development of new tools and services that can help students and teachers. Learning platforms are a clear example of this. They are very popular tools in eLearning contexts and provide different kinds of learning applications and services. In addition, these environments also register most of the interactions between the learning process stakeholders and the system. This information could potentially be used to make decisions but usually it is stored as raw data, which is very difficult to understand. This work presents a system that employs visual learning analytic techniques to facilitate the exploitation of that information. The system presented includes several tools that make possible to explore issues such as: when interaction is carried out, which contents are the most important for users, how they interact with others, etc. The system was tested in the context of a software engineering subject, taking into account the stored logs of five academic years. From this analysis it is possible to see how visual analytics can help decision-making and in this context how it helps to improve educational processes.