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Proceedings - 14th Latin American Conference on Learning Technologies, LACLO 2019(1)
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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:scopusApplying 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: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:scopusIdentifying needs for learning analytics adoption in Latin American universities: A mixed-methods approach
ArticleAbstract: Learning Analytics (LA) is perceived to be a promising strategy to tackle persisting educational chaPalabras claves:higher education, Institutional adoption, Latin America, learning analytics, Mixed Methods, Stakeholder perspectivesAutores:Broos T., Hilliger I., Mar Pérez-Sanagustín, Margarita Ortiz-Rojas, Munoz-Merino P.J., Paola G. Pesántez-Cabrera, Scheihing E., Tsai Y.S., Whitelock-Wainwright A.Fuentes:googlescopus