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conference paper

Detecting Collaborative Dynamics Using Mobile Eye-Trackers

Schneider, Bertrand  
•
Sharma, Kshitij  
•
Cuendet, Sébastien
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2016
Proceedings of the 12th International Conference of the Learning Sciences
12th International Conference of the Learning Sciences

: Prior work has successfully described how low and high-performing dyads of students differ in terms of their visual synchronization (e.g., Barron, 2000; Jermann, Mullins, Nuessli & Dillenbourg, 2011). But there is far less work analyzing the diversity of ways that successful groups of students use to achieve visual coordination. The goal of this paper is to illustrate how well-coordinated groups establish and sustain joint visual attention by unpacking their different strategies and behaviors. Our data was collected in a dual eye-tracking setup where dyads of students (N=54) had to interact with a Tangible User Interface (TUI). We selected two groups of students displaying high levels of joint visual attention and compared them using cross-recurrence graphs displaying moments of joint attention from the eye-tracking data, speech data, and by qualitatively analyzing videos generated for that purpose. We found that greater insights can be found by augmenting cross-recurrence graphs with spatial and verbal data, and that high levels of joint visual attention can hide a free-rider effect (Salomon & Globerson, 1989). We conclude by discussing implications for automatically analyzing students’ interactions using dual eye-trackers.

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Type
conference paper
Author(s)
Schneider, Bertrand  
Sharma, Kshitij  
Cuendet, Sébastien
Zufferey, Guillaume  
Dillenbourg, Pierre  
Pea, Roy D.
Date Issued

2016

Published in
Proceedings of the 12th International Conference of the Learning Sciences
Start page

522

End page

529

Subjects

Eye-tracking

•

Dual eye-tracking

•

Mobile eye-tracking

•

Joint visual attention

•

Collaborative learning

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CHILI  
CEDE  
Event nameEvent placeEvent date
12th International Conference of the Learning Sciences

Singapore

June 20-24, 2016

Available on Infoscience
December 9, 2016
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/131897
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