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Learning analitycs y sus aportes a la evaluación y la inclusión en educación superior
(Facultad de Educación y Ciencias HumanasMontería, Córdoba, ColombiaLicenciatura en Informática y Medios Audiovisuales, 2021)
Teaching through Learning Analytics: Predicting Student Learning Profiles in a Physics Course at a Higher Education Institution
Learning Analytics (LA) is increasingly used in Education to set prediction models from artificial intelligence to determine learning profiles. This study aims to determine to what extent K-nearest neighbor and random ...
Comparison of Clustering Algorithms for Learning Analytics with Educational Datasets
Learning Analytics is becoming a key tool for the analysis and improvement of digital education processes, and its potential benefit grows with the size of the student cohorts generating data. In the context of Open ...
Comparison of Clustering Algorithms for Learning Analytics with Educational Datasets
Learning Analytics is becoming a key tool for the analysis and improvement of digital education processes, and its potential benefit grows with the size of the student cohorts generating data. In the context of Open ...
Lessons learned from designing a curriculum analytics tool for improving student learning and program quality
(Springer, 2022-12)
Curriculum Analytics (CA) emerged as a sub-field of Learning Analytics, aiming to use large amounts of educational data to drive curriculum decision-making and program improvement. However, it is still an open question how ...
Learning Analytics to Support the Provision of Feedback in Higher Education: a Systematic Literature Review
(IEEE, 2022)
The digital transformation in higher education (HE) makes it important for students to acquire self-regulated learning (SRL) skills. Timely feedback is considered a powerful means for developing these skills, and learning ...
Analítica de aprendizaje en la asignatura Programación de Computadores: una investigación basada en métodos mixtos
(Universidad Nacional de ColombiaBogotá - Ingeniería - Maestría en Ingeniería - Ingeniería de Sistemas y ComputaciónFacultad de IngenieríaBogotá, ColombiaUniversidad Nacional de Colombia - Sede Bogotá, 2022)
El reciente crecimiento de nuevas formas de datos educativos, ha hecho que la analítica del aprendizaje surja como una solución para identificar información relevante en la toma de decisiones educativas. Un grupo de ...