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CEUR Workshop Proceedings(2)
2016 International Symposium on Computers in Education, SIIE 2016: Learning Analytics Technologies(1)
Computer Science and Information Systems(1)
Computers in Human Behavior(1)
IEEE Global Engineering Education Conference, EDUCON(1)
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:googlescopusExperiences of running MOOCs and SPOCs at UC3M
Conference ObjectAbstract: The appearance of MOOCs has boosted the use of educational technology in all possible contexts. UnivPalabras claves:authoring, learning analytics, MOOCs, OPEN, SOCIAL NETWORKS, SPOCsAutores:Hoyos C.A., Kloos C.D., Mar Pérez-Sanagustín, Munoz-Merino P.J., Muñoz-Organero M., Parada G. H.A., Ruiperez-Valiente J.A., Sanz J.Fuentes:scopusEMadrid project: MOOCs and learning analytics
Conference ObjectAbstract: Both, MOOCs and learning analytics, are two emergent topics in the field of educational technology.Palabras claves:Education, educational, learning analytics, MOOCs, TechnologiesAutores:Cabedo R., Chizaiza J., Cobos R., E. Tovar, Estévez-Ayres I., Fernández-Panadero C., Hoyos C.A., J. Chicaiza Espinosa, J. Lopez Vargas, Jorge Lopez-Vargas, Kloos C.D., Moreno J., Munoz-Merino P.J., NELSON PIEDRAFuentes:googlerraaescopusGuest Editorial Learning Analytics in IberoAmerica
ReviewAbstract: Learning analytics is a key knowledge area for the improvement of education that proposes the use ofPalabras claves:adopion, Educational Data Mining, Iberoamérica, learning analytics, pilots, toolsAutores:Mar Pérez-Sanagustín, Miguel Zuñiga-Prieto, Munoz-Merino P.J.Fuentes: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:googlescopusLearning analytics for the precise evaluation of student effectiveness with educational resources and activities
Conference ObjectAbstract: In current online courses, most learning analytics techniques collect, analyze and display low-levelPalabras claves:ACTIVITIES, educational resources, EFFECTIVENESS, learning analytics, VisualizationAutores:Hoyos C.A., Kloos C.D., Mar Pérez-Sanagustín, Munoz-Merino P.J., Ruiperez-Valiente J.A.Fuentes:scopusWho are the top contributors in a MOOC? Relating participants' performance and contributions
ArticleAbstract: The role of social tools in massive open online courses (MOOCs) is essential as they connect particiPalabras claves:Contributions, learning analytics, Mooc, performance, Social toolsAutores:Hoyos C.A., Kloos C.D., Mar Pérez-Sanagustín, Munoz-Merino P.J., Parada G. H.A.Fuentes:scopusPrecise Effectiveness Strategy for analyzing the effectiveness of students with educational resources and activities in MOOCs
ArticleAbstract: Present MOOC and SPOC platforms do not provide teachers with precise metrics that represent the effePalabras claves:learning analytics, METRICS, MOOCs, Precise Effective Strategy, SPOCsAutores:Hoyos C.A., Kloos C.D., Mar Pérez-Sanagustín, Munoz-Merino P.J., Ruiperez-Valiente J.A.Fuentes:scopus