Dynamic adaptive activity planning in education: Implementation and case study

Jaime Pavlich-Mariscal, Mery Yolima Uribe-Rios, Luisa Fernanda Barrera-León, Nadia Alejandra Mejia-Molina, Angela Carrillo-Ramos, Alexandra Pomares, Juan Camilo González-Vargas, Monica Brijaldo, Martha Sabogal, Rosa Vicari, Ramon Fabregat, Hervé Martin

Producción: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

Resumen

Dynamic Adaptive Activity Planning is a technique to create plans in which activities are the best suited for particular users and their context. This paper presents an architecture, called ASHYI, for dynamic adaptive activity planning, and ASHYI-EDU, an application of ASHYI for the educational domain. ASHYI-EDU can automatically create a learning plan for students, according to their specific characteristics, assign remedial activities if students need to reinforce some concepts, and it can update those plans if the student profile or its context change. ASHYI-EDU was implemented as a virtual learning environment (VLE) prototype, and was utilized during two semesters to teach an online course. The results suggest that, although teachers need to invest more time to create learning activities for heterogeneous students, ASHYI-EDU effectively assigns the most alike activities to each student and it also addresses student shortcomings through remedial activities.

Idioma originalInglés
Título de la publicación alojadaComputer Supported Education - 7th International Conference, CSEDU 2015, Revised Selected Papers
EditoresJames Uhomoibhi, Maria Teresa Restivo, Susan Zvacek, Markus Helfert
EditorialSpringer Verlag
Páginas112-131
Número de páginas20
ISBN (versión impresa)9783319295848
DOI
EstadoPublicada - 2016
Evento7th International Conference on Computer Supported Education, CSEDU 2015 - Lisbon, Portugal
Duración: 23 may. 201525 may. 2015

Serie de la publicación

NombreCommunications in Computer and Information Science
Volumen583
ISSN (versión impresa)1865-0929

Conferencia

Conferencia7th International Conference on Computer Supported Education, CSEDU 2015
País/TerritorioPortugal
CiudadLisbon
Período23/05/1525/05/15

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