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...
Autores principales: | , |
---|---|
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 |