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Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration

The study of eye movements is a common way to non-invasively understand and analyze human behavior. However, eye-tracking techniques are very hard to scale, and require expensive equipment and extensive expertise. In the context of web browsing, these issues could be overcome by studying the link be...

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Autores principales: Milisavljevic, Alexandre, Abate, Fabrice, Le Bras, Thomas, Gosselin, Bernard, Mancas, Matei, Doré-Mazars, Karine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024563/
https://www.ncbi.nlm.nih.gov/pubmed/33841223
http://dx.doi.org/10.3389/fpsyg.2021.554595
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author Milisavljevic, Alexandre
Abate, Fabrice
Le Bras, Thomas
Gosselin, Bernard
Mancas, Matei
Doré-Mazars, Karine
author_facet Milisavljevic, Alexandre
Abate, Fabrice
Le Bras, Thomas
Gosselin, Bernard
Mancas, Matei
Doré-Mazars, Karine
author_sort Milisavljevic, Alexandre
collection PubMed
description The study of eye movements is a common way to non-invasively understand and analyze human behavior. However, eye-tracking techniques are very hard to scale, and require expensive equipment and extensive expertise. In the context of web browsing, these issues could be overcome by studying the link between the eye and the computer mouse. Here, we propose new analysis methods, and a more advanced characterization of this link. To this end, we recorded the eye, mouse, and scroll movements of 151 participants exploring 18 dynamic web pages while performing free viewing and visual search tasks for 20 s. The data revealed significant differences of eye, mouse, and scroll parameters over time which stabilize at the end of exploration. This suggests the existence of a task-independent relationship between eye, mouse, and scroll parameters, which are characterized by two distinct patterns: one common pattern for movement parameters and a second for dwelling/fixation parameters. Within these patterns, mouse and eye movements remained consistent with each other, while the scrolling behaved the opposite way.
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spelling pubmed-80245632021-04-08 Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration Milisavljevic, Alexandre Abate, Fabrice Le Bras, Thomas Gosselin, Bernard Mancas, Matei Doré-Mazars, Karine Front Psychol Psychology The study of eye movements is a common way to non-invasively understand and analyze human behavior. However, eye-tracking techniques are very hard to scale, and require expensive equipment and extensive expertise. In the context of web browsing, these issues could be overcome by studying the link between the eye and the computer mouse. Here, we propose new analysis methods, and a more advanced characterization of this link. To this end, we recorded the eye, mouse, and scroll movements of 151 participants exploring 18 dynamic web pages while performing free viewing and visual search tasks for 20 s. The data revealed significant differences of eye, mouse, and scroll parameters over time which stabilize at the end of exploration. This suggests the existence of a task-independent relationship between eye, mouse, and scroll parameters, which are characterized by two distinct patterns: one common pattern for movement parameters and a second for dwelling/fixation parameters. Within these patterns, mouse and eye movements remained consistent with each other, while the scrolling behaved the opposite way. Frontiers Media S.A. 2021-03-24 /pmc/articles/PMC8024563/ /pubmed/33841223 http://dx.doi.org/10.3389/fpsyg.2021.554595 Text en Copyright © 2021 Milisavljevic, Abate, Le Bras, Gosselin, Mancas and Doré-Mazars. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Milisavljevic, Alexandre
Abate, Fabrice
Le Bras, Thomas
Gosselin, Bernard
Mancas, Matei
Doré-Mazars, Karine
Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration
title Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration
title_full Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration
title_fullStr Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration
title_full_unstemmed Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration
title_short Similarities and Differences Between Eye and Mouse Dynamics During Web Pages Exploration
title_sort similarities and differences between eye and mouse dynamics during web pages exploration
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8024563/
https://www.ncbi.nlm.nih.gov/pubmed/33841223
http://dx.doi.org/10.3389/fpsyg.2021.554595
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