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First steps towards the development of an academic system to follow the trajectories of primary and secondary uruguayan students
Conference ObjectAbstract: Resumen The present work describes the first steps towards the development of an Academic System focPalabras claves:Academic trajectory, early warning system, Educational Data Mining, learning analytics, Primary and secondary educationAutores:Alonso G.E., Cechinel C., Dos Santos H.L., Rodés-Paragarino V., Xavier OchoaFuentes:scopusFostering an impactful field of learning analytics
ArticleAbstract: Over 2019, the breadth of articles published in the Journal of Learning Analytics reflects the diverPalabras claves:Autores:Knight S., Wise A.F., Xavier OchoaFuentes:scopusFrom childhood to maturity: Are we there yet? Mapping the intellectual progress in learning analytics during the past decade
Conference ObjectAbstract: This study aims to identify the conceptual structure and the thematic progress in Learning AnalyticsPalabras claves:Bibliometrics, Co-word analysis, Conceptual evolution, learning analyticsAutores:Giannakos M.N., Papamitsiou Z., Xavier OchoaFuentes:scopusEstimation of presentations skills based on slides and audio features
Conference ObjectAbstract: This paper proposes a simple estimation of the quality of student oral presentations. It is based onPalabras claves:Audio features, Multimodal learning analytics, Presentation skills, Slides featuresAutores:Bruno Guamán, Gonzalo Luzardo, James Castells, Katherine Chiluiza Garcia, Xavier OchoaFuentes:googlescopusEditorial: Joint Proceedings of the Sixth Multimodal Learning Analytics (MMLA) Workshop and the Second Cross-LAK Workshop
Conference ObjectAbstract: Learning is a complex, mostly invisible process that happens across spaces, occurring in the physicaPalabras claves:BLENDED LEARNING, Learning spaces, Multimodal learning analytics, sensors, Virtual worldsAutores:Hernández-Leo D., Martinez-Maldonado R., Prieto L.P., Rodriguez-Triana M.J., Spikol D., Xavier OchoaFuentes:scopusConnexions: A social and successful anomaly among learning object repositories
ArticleAbstract: Connexions is a Learning Object Repository that has gained notoriety as a successful example of collPalabras claves:Connexions, Learning Object Repositories, Social LOR, SOCIAL NETWORKSAutores:Xavier OchoaFuentes:scopusContext-aware recommender systems for learning: A survey and future challenges
ReviewAbstract: Recommender systems have been researched extensively by the Technology Enhanced Learning (TEL) commuPalabras claves:Adaptive and intelligent educational systems, personalized e-learning, system applications and experienceAutores:Bosnic I., Drachsler H., Duval E., Manouselis N., Verbert K., Wolpers M., Xavier OchoaFuentes:scopusControlled evaluation of a multimodal system to improve oral presentation skills in a real learning setting
ArticleAbstract: Developing oral presentation skills requires both practice and expert feedback. Several systems havePalabras claves:Artificial Intelligence, COMMUNICATION, learning analytics, multimodal(ity)Autores:Federico X. Dominguez, Xavier OchoaFuentes:scopusCrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces
Conference ObjectAbstract: Learning is a complex process that is associated with many aspects of interaction and cognition (e.gPalabras claves:Learning spaces, Multimodal learning analytics, sensor dataAutores:Giannakos M.N., Hammad R., Mitri D.D., Molenaar I., Sharma K., Spikol D., Xavier OchoaFuentes:scopusCurrent and future multimodal learning analytics data challenges
Conference ObjectAbstract: Multimodal Learning Analytics (MMLA) captures, integrates and analyzes learning traces from differenPalabras claves:Challenges, Datasets, Multimodal learning analyticsAutores:Curukova M., Prieto L.P., Rodriguez-Triana M.J., Spikol D., Worsley M., Xavier OchoaFuentes:scopus