Title :
Towards Advanced Learner Modeling: Discussions on Quasi Real-time Adaptation with Physiological Data
Author :
Blanchard, Emmanuel ; Chalfoun, Pierre ; Frasson, Claude
Author_Institution :
Univ. de Montreal, Montreal
Abstract :
In this paper, we discuss the use of physiological data for quasi real-time adaptation in ITS. We present preliminary results where we analyze learners´ reactions while using a game-like virtual learning environment. We also discuss the relevance of adding cerebral data to adaptation by the means of an electroencephalogram.
Keywords :
computer aided instruction; virtual reality; ITS; advanced learner modeling; electroencephalogram; game-like virtual learning environment; physiological data; quasi real-time adaptation; Biomedical monitoring; Blood; Brain modeling; Electroencephalography; Graphical user interfaces; Human computer interaction; Immune system; Signal analysis; Skin; Stress;
Conference_Titel :
Advanced Learning Technologies, 2007. ICALT 2007. Seventh IEEE International Conference on
Conference_Location :
Niigata
Print_ISBN :
0-7695-2916-X
DOI :
10.1109/ICALT.2007.264
