Observatorio de I+D+i UPM

Memorias de investigación
Artículos en revistas:
Visualizing a collective student model for procedural training environments
Año:2018
Áreas de investigación
  • Ciencias de la computación y tecnología informática
Datos
Descripción
Visualization plays a relevant role for discovering patterns in big sets of data. In fact, the most common way to help a human with a pattern interpretation is through a graphic. In 2D/3D virtual environments for procedural training the student interaction is more varied and complex than in traditional e-learning environments. Therefore, the visualization and interpretation of students? behaviors becomes a challenge. This motivated us to design the visualization of a collective student model built from student logs taken from 2D/3D virtual environments for procedural training. This paper presents the design decisions that enable a suitable visualization of this model to instructors as well as a web tool that implements this visualization and is intended: to help instructors to improve their own teaching; and to enhance the tutoring strategy of an Intelligent Tutoring System. Then, this paper illustrates, with three detailed examples, how this tool can be used to those educational purposes. Next, the paper presents an experiment for validating the utility of the tool. In this experiment we show how the tool can help to modify the tutoring strategy of a 3D virtual laboratory. In this way, it is shown that the proposed visualization of the model can serve to improve the performance of students in 2D/3D virtual environments for procedural training.
Internacional
Si
JCR del ISI
Si
Título de la revista
Multimedia Tools and Applications
ISSN
1573-7721
Factor de impacto JCR
1,541
Información de impacto
ISI SCIE. 42/104 (Q2)
Volumen
DOI
10.1007/s11042-018-6641-x
Número de revista
Desde la página
1
Hasta la página
28
Mes
SIN MES
Ranking
Esta actividad pertenece a memorias de investigación
Participantes
  • Autor: Diego Riofrío Luzcando (UPM)
  • Autor: Jaime Ramirez Rodriguez (UPM)
  • Autor: Cristian Moral Martos (UPM)
  • Autor: Angelica de Antonio Jimenez (UPM)
  • Autor: Marta Berrocal Lobo (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Economía y Sostenibilidad del Medio Natural
  • Grupo de Investigación: Interacción Persona Ordenador y Sistemas Interactivos Avanzados
  • Centro o Instituto I+D+i: Centro de tecnología Biomédica CTB
  • Departamento: Lenguajes y Sistemas Informáticos e Ingeniería de Software
  • Departamento: Sistemas y Recursos Naturales
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