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Human-robot interaction methodology: Robot teaching activity

Research on the use of social robots in education is constantly increasing in the growing field of human-robot interaction (HRI). Consequently, it is essential to determine an appropriate methodology to test how these robots can optimally interact with students. This study specifically looks at how...

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Detalles Bibliográficos
Autores principales: Velentza, Anna-Maria, Fachantidis, Nikolaos, Lefkos, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529984/
https://www.ncbi.nlm.nih.gov/pubmed/36204476
http://dx.doi.org/10.1016/j.mex.2022.101866
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author Velentza, Anna-Maria
Fachantidis, Nikolaos
Lefkos, Ioannis
author_facet Velentza, Anna-Maria
Fachantidis, Nikolaos
Lefkos, Ioannis
author_sort Velentza, Anna-Maria
collection PubMed
description Research on the use of social robots in education is constantly increasing in the growing field of human-robot interaction (HRI). Consequently, it is essential to determine an appropriate methodology to test how these robots can optimally interact with students. This study specifically looks at how we can use existing knowledge from psychology, neuroscience and educational research and apply them with validity and credibility in HRI studies. We are interested in incorporating research methodologies to evaluate the performance of social robots acting as university professors in a real classroom environment. Moreover, we aim to measure three effects, a) students’ knowledge acquisition (quiz after lecture and final exam grades), b) level of enjoyment (Likert scale questionnaire), and c) level of surprize (analysis of facial expressions filmed by cameras). To identify the relationship between students’ knowledge acquisition, enjoyment, and level of surprize, we designed a series of three experiments, testing three variables: 1. one human-tutor lesson, 2. one robot-tutor lesson, 3. two robot-tutor lessons. In this paper we thoroughly explain the methods used to measuring and testing these variables based on modern and reliable sources. • Application of Psychological Research Methods to Human-Robot Interaction Studies.
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spelling pubmed-95299842022-10-05 Human-robot interaction methodology: Robot teaching activity Velentza, Anna-Maria Fachantidis, Nikolaos Lefkos, Ioannis MethodsX Method Article Research on the use of social robots in education is constantly increasing in the growing field of human-robot interaction (HRI). Consequently, it is essential to determine an appropriate methodology to test how these robots can optimally interact with students. This study specifically looks at how we can use existing knowledge from psychology, neuroscience and educational research and apply them with validity and credibility in HRI studies. We are interested in incorporating research methodologies to evaluate the performance of social robots acting as university professors in a real classroom environment. Moreover, we aim to measure three effects, a) students’ knowledge acquisition (quiz after lecture and final exam grades), b) level of enjoyment (Likert scale questionnaire), and c) level of surprize (analysis of facial expressions filmed by cameras). To identify the relationship between students’ knowledge acquisition, enjoyment, and level of surprize, we designed a series of three experiments, testing three variables: 1. one human-tutor lesson, 2. one robot-tutor lesson, 3. two robot-tutor lessons. In this paper we thoroughly explain the methods used to measuring and testing these variables based on modern and reliable sources. • Application of Psychological Research Methods to Human-Robot Interaction Studies. Elsevier 2022-09-21 /pmc/articles/PMC9529984/ /pubmed/36204476 http://dx.doi.org/10.1016/j.mex.2022.101866 Text en © 2022 The Author(s). Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Method Article
Velentza, Anna-Maria
Fachantidis, Nikolaos
Lefkos, Ioannis
Human-robot interaction methodology: Robot teaching activity
title Human-robot interaction methodology: Robot teaching activity
title_full Human-robot interaction methodology: Robot teaching activity
title_fullStr Human-robot interaction methodology: Robot teaching activity
title_full_unstemmed Human-robot interaction methodology: Robot teaching activity
title_short Human-robot interaction methodology: Robot teaching activity
title_sort human-robot interaction methodology: robot teaching activity
topic Method Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529984/
https://www.ncbi.nlm.nih.gov/pubmed/36204476
http://dx.doi.org/10.1016/j.mex.2022.101866
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