| Title |
Validation of VARK questionnaire using gaze tracking data / |
| Authors |
Baltulionis, Simonas ; Turenko, Vilius ; Vasiljevas, Mindaugas ; Damaševičius, Robertas ; Sidekerskienė, Tatjana |
| Full Text |
|
| Is Part of |
CEUR workshop proceedings: IVUS 2019 international conference on information technologies: proceedings of the international conference on information technologies, Kaunas, Lithuania, April 25, 2019 / edited by: R. Damaśevićius, T. Krilavićius, A. Lopata, D. Połap, M. Woźniak.. Aachen : CEUR-WS. 2019, vol. 2470, p. 28-32.. ISSN 1613-0073 |
| Keywords [eng] |
VARK ; learning styles ; gaze tracking ; multimedia |
| Abstract [eng] |
We use gaze data (fixation time on Areas of Interest, AoIs) collected while reading educational materials to validate the VARK (Visual Auditory Reading Kinaesthetic) questionnaire. We analyse the dependencies between four types of AoIs (Title, Text, Graph, Formula) and the VARK scores for sensory modalities using correlation and linear regression analysis. Our results show significant correlations for Formula – Reading, Text – Visual, and Title – Kinaesthetic dependencies. The results of research can be used for objective evaluation of learning style of subjects using gaze tracking technology. |
| Published |
Aachen : CEUR-WS |
| Type |
Conference paper |
| Language |
English |
| Publication date |
2019 |
| CC license |
|
