Title :
A Group Cognitive Perspective on the Multimodal Analysis of Learning
Author :
Cakir, Murat Perit
Author_Institution :
Dept. of Cognitive Sci., METU Inf. Inst., Ankara, Turkey
Abstract :
This paper provides a brief overview of recent studies that aim to identify saccadic and neural correlates of learning by using eye-tracking and brain imaging technologies. The majority of the studies that employ these techniques focus on learning at the individual level. In reference to the findings of two case studies where dyads and individuals attempt to collaboratively or individually solve tan gram puzzles while their brain waves and eye-gaze were recorded, the paper aims to motivate the need for moving from a single-mind perspective to a group cognitive perspective for the multimodal analysis of learning.
Keywords :
cognition; computer aided instruction; groupware; brain imaging technologies; brain waves; dyads; eye-gaze; eye-tracking; group cognitive perspective; multimodal analysis; multimodal learning analysis; single-mind perspective; tangram puzzles; Brain; Cognition; Neuroimaging; Positron emission tomography; Shape; Spatial resolution; CSCL; collaborative problem solving; dual-eye tracking; fNIR; group cognition; optical brain imaging;
Conference_Titel :
Emerging Intelligent Data and Web Technologies (EIDWT), 2012 Third International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1986-7
DOI :
10.1109/EIDWT.2012.58