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Design and Implementation of a Gesture-Aided E-Learning Platform

In gesture-aided learning (GAL), learners perform specific body gestures while rehearsing the associated learning content. Although this form of embodiment has been shown to benefit learning outcomes, it has not yet been incorporated into e-learning. This work presents a generic system design for an...

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Autores principales: Kremser, Wolfgang, Kranzinger, Stefan, Bernhart, Severin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659482/
https://www.ncbi.nlm.nih.gov/pubmed/34884051
http://dx.doi.org/10.3390/s21238042
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author Kremser, Wolfgang
Kranzinger, Stefan
Bernhart, Severin
author_facet Kremser, Wolfgang
Kranzinger, Stefan
Bernhart, Severin
author_sort Kremser, Wolfgang
collection PubMed
description In gesture-aided learning (GAL), learners perform specific body gestures while rehearsing the associated learning content. Although this form of embodiment has been shown to benefit learning outcomes, it has not yet been incorporated into e-learning. This work presents a generic system design for an online GAL platform. It is comprised of five modules for planning, administering, and monitoring remote GAL lessons. To validate the proposed design, a reference implementation for word learning was demonstrated in a field test. 19 participants independently took a predefined online GAL lesson and rated their experience on the System Usability Scale and a supplemental questionnaire. To monitor the correct gesture execution, the reference implementation recorded the participants’ webcam feeds and uploaded them to the instructor for review. The results from the field test show that the reference implementation is capable of delivering an e-learning experience with GAL elements. Designers of e-learning platforms may use the proposed design to include GAL in their applications. Beyond its original purpose in education, the platform is also useful to collect and annotate gesture data.
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spelling pubmed-86594822021-12-10 Design and Implementation of a Gesture-Aided E-Learning Platform Kremser, Wolfgang Kranzinger, Stefan Bernhart, Severin Sensors (Basel) Article In gesture-aided learning (GAL), learners perform specific body gestures while rehearsing the associated learning content. Although this form of embodiment has been shown to benefit learning outcomes, it has not yet been incorporated into e-learning. This work presents a generic system design for an online GAL platform. It is comprised of five modules for planning, administering, and monitoring remote GAL lessons. To validate the proposed design, a reference implementation for word learning was demonstrated in a field test. 19 participants independently took a predefined online GAL lesson and rated their experience on the System Usability Scale and a supplemental questionnaire. To monitor the correct gesture execution, the reference implementation recorded the participants’ webcam feeds and uploaded them to the instructor for review. The results from the field test show that the reference implementation is capable of delivering an e-learning experience with GAL elements. Designers of e-learning platforms may use the proposed design to include GAL in their applications. Beyond its original purpose in education, the platform is also useful to collect and annotate gesture data. MDPI 2021-12-01 /pmc/articles/PMC8659482/ /pubmed/34884051 http://dx.doi.org/10.3390/s21238042 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kremser, Wolfgang
Kranzinger, Stefan
Bernhart, Severin
Design and Implementation of a Gesture-Aided E-Learning Platform
title Design and Implementation of a Gesture-Aided E-Learning Platform
title_full Design and Implementation of a Gesture-Aided E-Learning Platform
title_fullStr Design and Implementation of a Gesture-Aided E-Learning Platform
title_full_unstemmed Design and Implementation of a Gesture-Aided E-Learning Platform
title_short Design and Implementation of a Gesture-Aided E-Learning Platform
title_sort design and implementation of a gesture-aided e-learning platform
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659482/
https://www.ncbi.nlm.nih.gov/pubmed/34884051
http://dx.doi.org/10.3390/s21238042
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