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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10141378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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