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An early warning dropout model in higher education degree programs: A case study in Ecuador
Conference ObjectAbstract: Worldwide, a significant concern of universities is to reduce academic dropout rate. Several initiatPalabras claves:algorithm, Data Mining, Dropout pbkp_rediction, Early Detection, higher education, learning analyticsAutores:Alberto Jiménez, Kloos C.D., Margarita Ortiz-Rojas, Marín J.I., Moreno-Marcos P.M., Munoz-Merino P.J., Vanessa Hebkp_redia-JimenezFuentes:scopusAnalyzing Feature Importance for a Predictive Undergraduate Student Dropout Model
ArticleAbstract: Worldwide, one of the main concerns of universities is to reduce the dropout rate. Several initiativPalabras claves:Data Mining, dropout model, features importance, learning analyticsAutores:Jiménez-Macias A., Kloos C.D., Margarita Ortiz-Rojas, Moreno-Marcos P.M., Munoz-Merino P.J.Fuentes:googlescopusFor learners, with learners: Identifying indicators for an academic advising dashboard for students
Conference ObjectAbstract: Learning Analytics (LA) dashboards aggregate indicators about student performance and demographics tPalabras claves:Academic advising, higher education, learning analytics, Learning dashboardsAutores:Baier J., De Laet T., Guerra J., Henríquez V., Hilliger I., Mar Pérez-Sanagustín, Margarita Ortiz-Rojas, Miguel Zuñiga-PrietoFuentes:scopus