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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:scopusAn overview of the LALA project
Conference ObjectAbstract: The LALA project (“Building Capacity to Use Learning Analytics to Improve Higher Education in LatinPalabras claves:adoption, Latin America, learning analyticsAutores:Gašević D., Hilliger I., Kloos C.D., Mar Pérez-Sanagustín, Margarita Ortiz-Rojas, Miguel Zuñiga-Prieto, Munoz-Merino P.J., Scheihing E., Tsai Y.S., Verbert K.Fuentes:scopusAnalyzing Feature Importance for a Pbkp_redictive 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: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, Educational Data Mining, learning analyticsAutores:Alberto Jiménez, Doust M.P., Gonzalo Gabriel Méndez, James Castells, Luis Galarraga, Margarita Ortiz-RojasFuentes:scopusA tabletop system to promote argumentation in computer science students
Conference ObjectAbstract: This study explores the design of a tabletop system that seeks to bolster the argumentative skills oPalabras claves:Argumentation, computer science education, Software design, Tabletops, User-Centered DesignAutores:Katherine Chiluiza Garcia, Margarita Ortiz-Rojas, Marisol Wong-Villacrés, Vanessa EcheverriaFuentes:googlescopusApplying the LALA framework for the adoption of a learning analytics tool in Latin America: Two case studies in Ecuador
Conference ObjectAbstract: Worldwide, Higher Education Institutions (HEIs) are recognizing the benefits of using Learning AnalyPalabras claves:framework, learning analytics, Learning analytics adoptionAutores:Alberto Jiménez, Margarita Ortiz-Rojas, Marlon Ulloa, Miguel Zuñiga-PrietoFuentes:scopusAdaptation and evaluation of a learning analytics dashboard to improve academic support at three Latin American universities
ArticleAbstract: Despite the success of academic advising dashboards in several higher educational institutions (HEI)Palabras claves:Autores:Alberto Jiménez, Broos T., De Laet T., Guerra J., Margarita Ortiz-Rojas, Miguel Zuñiga-Prieto, Scheihing E., Verbert K.Fuentes:googlescopusAdoption and impact of a learning analytics dashboard supporting the advisor—Student dialogue in a higher education institute in Latin America
ArticleAbstract: This paper presents a case study on the adoption and the impact of new modules in a learning analytiPalabras claves:Autores:Alberto Jiménez, De Laet T., Margarita Ortiz-Rojas, Millecamp M., Ricardo D. Maya, Verbert K.Fuentes:googlescopusGamification and learning performance: A systematic review of the literature
Conference ObjectAbstract: Over the last 10 years, research on gamification, the use of game elements in non-game contexts, hasPalabras claves:Gamification, Learning Outcomes, Literature review, Review of researchAutores:Katherine Chiluiza Garcia, Margarita Ortiz-Rojas, Valcke M.Fuentes:googlescopus