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Título
Adaptable Smart Learning Environments supported by Multimodal Learning Analytics
Otros títulos
EC-TEL 2021
Autor
Congreso
European Conference on Technology Enhanced Learning, EC-TEL 2021 (16º. 2021. Bolzano, Italy)
Año del Documento
2021
Editorial
CEUR Workshop Proceedings
Descripción
Producción Científica
Documento Fuente
De Laet, Tinne; Klemke, Roland; Alario Hoyos, Carlos; Hilliger, Isabel; Ortega Arranz, Alejandro (eds.). 16th European Conference on Technology Enhanced Learning, EC-TEL 2021, Bolzano (Italy), 2021
Abstract
Smart Learning Environments and Learning Analytics hold promise of providing personalized support to
learners according to their individual needs and context. This support can be achieved by collecting and
analyzing data from the different learning tools and systems that are involved in the learning experience.
This paper presents a first exploration of requirements and considerations for the integration of two
systems: MBOX, a Multimodal Learning Analytics system for the physical space (human behavior and
learning context), and SCARLETT, an SLE for the support during across-spaces learning situations
combining different learning systems. This integration will enable the SLE to have access to a new and
wide range of information, notably students’ behavior and social interactions in the physical learning
context (e.g. classroom). The integration of multimodal data with the data coming from the digital
learning environments will result in a more holistic system, therefore producing learning analytics that
trigger personalized feedback and learning resources. Such integration and support is illustrated with a
learning scenario that helps to discuss how these analytics can be derived and used for the intervention
by the SLE.
Palabras Clave
Smart learning
Aprendizaje inteligente
Multimodal learning
Aprendizaje multimodal
Learning design
Diseño instruccional
ISBN
978-3-030-86436-1
Patrocinador
Agencia Estatal de Investigación - Fondo Europeo de Desarrollo Regional (projects TIN2017-85179-C3-2-R and PID2020-112584RB-C32)
Junta de Castilla y León - Fondo Europeo de Desarrollo Regional (project VA257P18)
Junta de Castilla y León - Fondo Europeo de Desarrollo Regional (project VA257P18)
Version del Editor
Propietario de los Derechos
© 2021 by authors
Idioma
eng
Tipo de versión
info:eu-repo/semantics/publishedVersion
Derechos
openAccess
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