Browsing by Subject "Learning analytics"

Now showing items 1-3 of 3

    • Learning analytics in higher education: a preponderance of analytics but very little learning? 
      Guzmán Valenzuela, Carolina; Gómez González, Carolina; Rojas-Murphy Tagle, Andrés; Lorca Vyhmeister, Alejandro (Springer, 2021)
      In a context where learning mediated by technology has gained prominence in higher education, learning analytics has become a powerful tool to collect and analyse data with the aim of improving students' learning. However, ...
    • Sistema de recomendación para alumnos de primer año basado en sistemas de gestión del aprendizaje 
      Schiappacasse Valenzuela, Mario Andrés (Universidad de Chile, 2019)
      La investigación en el campo de la educación está avanzando hacía el uso de la data educacional disponible, de distintas fuentes como lo son los sistemas de gestión del aprendizaje, con diversas herramientas que comprenden ...
    • Uplift Modeling for preventing student dropout in higher education 
      Olaya, Diego; Vásquez, Jonathan; Maldonado Alarcón, Sebastián Alejandro; Miranda Pino, Jaime; Verbeke, Wouter (Elsevier, 2020)
      Uplift modeling is an approach for estimating the incremental effect of an action or treatment at the individual level. It has gained attention in the marketing and analytics communities due to its ability to adequately ...