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Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics(1)
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Analyzing 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:Alberto Jiménez, Jiménez-Macias A., Kloos C.D., Margarita Ortiz-Rojas, Moreno-Marcos P.M., Munoz-Merino P.J.Fuentes:googlescopusA step by step methodology for software design of a learning analytics tool in Latin America: A case study in Ecuador
Conference ObjectAbstract: One main objective for software developers is to find the right approach to design and develop a tooPalabras claves:DESIGN THINKING, Human-computer Interaction, Latin America, learning analytics, Software designAutores:Alberto Jiménez, Hilliger I., Katherine Chiluiza Garcia, Margarita Ortiz-Rojas, Ricardo D. MayaFuentes:scopusA student-oriented tool to support course selection in academic counseling sessions
Conference ObjectAbstract: Course selection and recommendation are important aspects of any academic counseling system. The LeaPalabras claves:Academic performance pbkp_rediction, Academic performance prediction, Educational Data Mining, learning analyticsAutores:Alberto Jiménez, Doust M.P., Gonzalo Gabriel Méndez, James Castells, Luis Galarraga, Margarita Ortiz-RojasFuentes:scopusExploring the impact of a tabletop-generated group work feedback on students' collaborative skills
Conference ObjectAbstract: This study explores the impact of a tabletop-generated feedback on student's collaborative skills ovPalabras claves:Collaborative skills, learning analytics, reflection, SELF-PERCEPTION, Tabletop systemsAutores:Katherine Chiluiza Garcia, Margarita Ortiz-Rojas, Marisol Wong-Villacrés, Roger X. GrandaFuentes: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