Centre for Research and Technology Hellas, CERTH-ITI, 57001 Thermi, Thessaloniki, Greece.
Sensors (Basel). 2023 Apr 20;23(8):4130. doi: 10.3390/s23084130.
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.
老年人需要与他人交流并参与活动以保持思维活跃,从而增加社交资本,以此来对抗孤独感。无论是商业界还是学术界,都对开发社会虚拟现实环境产生了浓厚的兴趣,以解决老年人社交孤立的问题。由于参与这一研究领域的社会群体较为脆弱,因此应用评估方法对所提出的 VR 环境进行评估变得更为重要。在这个领域中可以利用的技术范围在不断扩大,基于视觉的情感分析就是一个典型的例子。在本研究中,我们介绍了使用基于图像的情感分析和行为分析来评估老年人的社会 VR 空间的技术,并呈现了一些有前景的初步结果。