Title
Any problems? a wearable sensor-based platform for representational learning-analytics.
Abstract
We describe in this work a sensor-based learning platform which supports both the teacher and the learner during exercises. We use a combination of eye tracker, sensor pen and exercise texts to capture the progress of learners. The eye tracker retrieves information about the gaze, for example reading or scanning for key words; the sensor pen captures trends like number of words or the pressure applied to the paper. Combining this information, the platform should be used to indicate problems of the learner to the teacher. Besides presenting the data information to the teacher, we work on advancing the platform to an adaptive system, which could give individual feedback to the learners themselves according to their individual cognitive and affective requirements.
Year
DOI
Venue
2016
10.1145/2968219.2971383
UbiComp Adjunct
Keywords
Field
DocType
sensor supported eduction, sensor pen, eye tracker
Virtual learning environment,Data information,Learning analytics,Gaze,Computer science,Wearable computer,Adaptive system,Human–computer interaction,Eye tracking,Cognition,Multimedia
Conference
Citations 
PageRank 
References 
1
0.34
9
Authors
8
Name
Order
Citations
PageRank
Gerald Pirkl1375.77
Peter Hevesi2297.29
Paul Lukowicz33287376.79
Pascal Klein441.16
Carina Heisel531.47
Sebastian Gröber610.34
Jochen Kuhn7228.28
Bernhard Sick870470.42