Cargando…

Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †

Typing skills are important in the digital information society of this generation. As a method to improve typing speed, in this study, we focused on the training of touch typing that enables typing a key without looking at the keyboard. For support of touch-typing training, it is efficient to apply...

Descripción completa

Detalles Bibliográficos
Autores principales: Hasegawa, Tatsuhito, Hatakenaka, Tatsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6539308/
https://www.ncbi.nlm.nih.gov/pubmed/31052155
http://dx.doi.org/10.3390/s19092022
_version_ 1783422356517027840
author Hasegawa, Tatsuhito
Hatakenaka, Tatsuya
author_facet Hasegawa, Tatsuhito
Hatakenaka, Tatsuya
author_sort Hasegawa, Tatsuhito
collection PubMed
description Typing skills are important in the digital information society of this generation. As a method to improve typing speed, in this study, we focused on the training of touch typing that enables typing a key without looking at the keyboard. For support of touch-typing training, it is efficient to apply a penalty if a learner looks at the keyboard; however, to realize the penalty method, the computer needs to be able to recognize whether the learner looked at the keyboard. We, therefore, proposed a method to detect a learner’s eye gaze, namely, using eyewear to detect whether the learner looked at the keyboard, and then evaluating the detection accuracy of our proposed method. We examined the necessity for our system by analyzing the relationship between a learner’s eye gaze and touch-typing skills.
format Online
Article
Text
id pubmed-6539308
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-65393082019-06-04 Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications † Hasegawa, Tatsuhito Hatakenaka, Tatsuya Sensors (Basel) Article Typing skills are important in the digital information society of this generation. As a method to improve typing speed, in this study, we focused on the training of touch typing that enables typing a key without looking at the keyboard. For support of touch-typing training, it is efficient to apply a penalty if a learner looks at the keyboard; however, to realize the penalty method, the computer needs to be able to recognize whether the learner looked at the keyboard. We, therefore, proposed a method to detect a learner’s eye gaze, namely, using eyewear to detect whether the learner looked at the keyboard, and then evaluating the detection accuracy of our proposed method. We examined the necessity for our system by analyzing the relationship between a learner’s eye gaze and touch-typing skills. MDPI 2019-04-30 /pmc/articles/PMC6539308/ /pubmed/31052155 http://dx.doi.org/10.3390/s19092022 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hasegawa, Tatsuhito
Hatakenaka, Tatsuya
Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †
title Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †
title_full Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †
title_fullStr Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †
title_full_unstemmed Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †
title_short Touch-Typing Detection Using Eyewear: Toward Realizing a New Interaction for Typing Applications †
title_sort touch-typing detection using eyewear: toward realizing a new interaction for typing applications †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6539308/
https://www.ncbi.nlm.nih.gov/pubmed/31052155
http://dx.doi.org/10.3390/s19092022
work_keys_str_mv AT hasegawatatsuhito touchtypingdetectionusingeyeweartowardrealizinganewinteractionfortypingapplications
AT hatakenakatatsuya touchtypingdetectionusingeyeweartowardrealizinganewinteractionfortypingapplications