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CEUR Workshop Proceedings(1)
Computer Science and Information Systems(1)
Computers and Education(1)
L@S 2021 - Proceedings of the 8th ACM Conference on Learning @ Scale(1)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(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: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:googlescopusCan Feedback based on Pbkp_redictive Data Improve Learners' Passing Rates in MOOCs? A Preliminary Analysis
Conference ObjectAbstract: This work in progress paper investigates if timely feedback increases learners' passing rate in a MOPalabras claves:FEEDBACK, Mooc, pbkp_rediction, Self-Regulated LearningAutores:Hernandez J., Hilliger I., Jorge Maldonado-Mahauad, Kloos C.D., Mar Pérez-Sanagustín, Marín J.I., Moreno-Marcos P.M., Munoz-Merino P.J., Perez-Alvarez R.A., Sapunar D., Villalobos E.Fuentes:googlescopusPbkp_redicting Learners’ Success in a Self-paced MOOC Through Sequence Patterns of Self-regulated Learning
Conference ObjectAbstract: In the past years, pbkp_redictive models in Massive Open Online Courses (MOOCs) have focused on forePalabras claves:Achievement, Massive open online courses, pbkp_rediction, Self-Regulated Learning, Sequence patterns, successAutores:Hoyos C.A., Jorge Maldonado-Mahauad, Kloos C.D., Mar Pérez-Sanagustín, Moreno-Marcos P.M., Munoz-Merino P.J.Fuentes:googlescopusTemporal analysis for dropout pbkp_rediction using self-regulated learning strategies in self-paced MOOCs
ArticleAbstract: MOOCs (Massive Open Online Courses) have usually high dropout rates. Many articles have proposed pbkPalabras claves:Data science applications in education, Distance education and online learning, Lifelong Learning, Post-secondary educationAutores:Hoyos C.A., Jorge Maldonado-Mahauad, Kloos C.D., Mar Pérez-Sanagustín, Moreno-Marcos P.M., Munoz-Merino P.J.Fuentes:googlescopus