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  4. On the Use of Gaze as a Measure for Performance in a Visual Exploration Task
 
conference paper

On the Use of Gaze as a Measure for Performance in a Visual Exploration Task

Oertel, Catharine  
•
Coppi, Alessia
•
Olsen, Jennifer K.  
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2019
Transforming Learning with Meaningful Technologies
Fourteenth European Conference on Techonology Enhanced Learning

Visual exploration skill acquisition is important for many vocational professions, yet many apprentices struggle to acquire these skills, impacting both their grades and practical work. Traditionally, the learning of visual skills is facilitated through exercises where it can be difficult to identify struggling apprentices early. We propose the use of gaze patterns to identify apprentices who may need additional support. In this paper, we investigated differences in gaze patterns between teachers and apprentices and the relationship between gaze patterns and student performance. In a study with 18 fashion design apprentices and 16 fashion design teacher, we found teachers have a higher gaze coverage of an image than apprentices and there is a correlation between the verbalisation score of apprentices and their similarity of gaze patterns to the teacher average. Using these results, we may be able to adapt exercises to apprentices’ particular needs early in the learning process.

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Type
conference paper
DOI
10.1007/978-3-030-29736-7_29
Web of Science ID

WOS:000569373500029

Author(s)
Oertel, Catharine  
Coppi, Alessia
Olsen, Jennifer K.  
Cattaneo, Alberto
Dillenbourg, Pierre  
Date Issued

2019

Publisher

Springer

Published in
Transforming Learning with Meaningful Technologies
ISBN of the book

978-3-030-29735-0

Total of pages

10

Series title/Series vol.

Lecture Notes in Computer Science; 11722

Start page

386

End page

395

Subjects

eye tracking

•

vocational education

•

visual skill acquisition

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CHILI  
Event nameEvent placeEvent date
Fourteenth European Conference on Techonology Enhanced Learning

Delft, Pays-Bas

September 16-19, 2019

Available on Infoscience
January 14, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/164594
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