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Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection

Seniors, in order to be able to fight loneliness, need to communicate with other people and be engaged in activities to keep their minds active to increase their social capital. There is an intensified interest in the development of social virtual reality environments, either by commerce or by acade...

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Autores principales: Kosti, Makrina Viola, Georgakopoulou, Nefeli, Diplaris, Sotiris, Pistola, Theodora, Chatzistavros, Konstantinos, Xefteris, Vasileios-Rafail, Tsanousa, Athina, Vrochidis, Stefanos, Kompatsiaris, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141378/
https://www.ncbi.nlm.nih.gov/pubmed/37112471
http://dx.doi.org/10.3390/s23084130
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author Kosti, Makrina Viola
Georgakopoulou, Nefeli
Diplaris, Sotiris
Pistola, Theodora
Chatzistavros, Konstantinos
Xefteris, Vasileios-Rafail
Tsanousa, Athina
Vrochidis, Stefanos
Kompatsiaris, Ioannis
author_facet Kosti, Makrina Viola
Georgakopoulou, Nefeli
Diplaris, Sotiris
Pistola, Theodora
Chatzistavros, Konstantinos
Xefteris, Vasileios-Rafail
Tsanousa, Athina
Vrochidis, Stefanos
Kompatsiaris, Ioannis
author_sort Kosti, Makrina Viola
collection PubMed
description Seniors, in order to be able to fight loneliness, need to communicate with other people and be engaged in activities to keep their minds active to increase their social capital. There is an intensified interest in the development of social virtual reality environments, either by commerce or by academia, to address the problem of social isolation of older people. Due to the vulnerability of the social group involved in this field of research, the need for the application of evaluation methods regarding the proposed VR environments becomes even more important. The range of techniques that can be exploited in this field is constantly expanding, with visual sentiment analysis being a characteristic example. In this study, we introduce the use of image-based sentiment analysis and behavioural analysis as a technique to assess a social VR space for elders and present some promising preliminary results.
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spelling pubmed-101413782023-04-29 Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection Kosti, Makrina Viola Georgakopoulou, Nefeli Diplaris, Sotiris Pistola, Theodora Chatzistavros, Konstantinos Xefteris, Vasileios-Rafail Tsanousa, Athina Vrochidis, Stefanos Kompatsiaris, Ioannis Sensors (Basel) Article Seniors, in order to be able to fight loneliness, need to communicate with other people and be engaged in activities to keep their minds active to increase their social capital. There is an intensified interest in the development of social virtual reality environments, either by commerce or by academia, to address the problem of social isolation of older people. Due to the vulnerability of the social group involved in this field of research, the need for the application of evaluation methods regarding the proposed VR environments becomes even more important. The range of techniques that can be exploited in this field is constantly expanding, with visual sentiment analysis being a characteristic example. In this study, we introduce the use of image-based sentiment analysis and behavioural analysis as a technique to assess a social VR space for elders and present some promising preliminary results. MDPI 2023-04-20 /pmc/articles/PMC10141378/ /pubmed/37112471 http://dx.doi.org/10.3390/s23084130 Text en © 2023 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
Kosti, Makrina Viola
Georgakopoulou, Nefeli
Diplaris, Sotiris
Pistola, Theodora
Chatzistavros, Konstantinos
Xefteris, Vasileios-Rafail
Tsanousa, Athina
Vrochidis, Stefanos
Kompatsiaris, Ioannis
Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection
title Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection
title_full Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection
title_fullStr Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection
title_full_unstemmed Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection
title_short Assessing Virtual Reality Spaces for Elders Using Image-Based Sentiment Analysis and Stress Level Detection
title_sort assessing virtual reality spaces for elders using image-based sentiment analysis and stress level detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10141378/
https://www.ncbi.nlm.nih.gov/pubmed/37112471
http://dx.doi.org/10.3390/s23084130
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