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基于360°虚拟现实视频和案例推理的酒店体验式感官自适应系统模型

Experiential-sensorial adaptive system model for hospitality based on 360° VR videos and case-based reasoning.

作者信息

Alfaro Luis, Rivera Claudia, Luna-Urquizo Jorge, Ayala Francisco, Delgado Lucy, Castañeda Elisa

机构信息

Universidad Nacional de San Agustín de Arequipa, UNSA, Arequipa, Perú.

出版信息

PLoS One. 2024 Mar 11;19(3):e0299387. doi: 10.1371/journal.pone.0299387. eCollection 2024.

Abstract

In this work, an adaptive software architecture is proposed for the generation of experiences for hotel promotion and marketing, based on Case-based Reasoning (CBR) that uses the attributes and user characteristics and immersive 360° videos. Considering that immersion in virtual reality (VR) environments can trigger responses in various dimensions, such as affective, cognitive, attitudinal, and behavioral dimensions, these dimensions are evaluated in immersive environments with 360° videos. To validate the results obtained with the software architecture, a quasi-experimental study was conducted through the evaluation of the experience, consisting in the visualization of the environments of a boutique hotel, with a sample of a randomly selected group of young people. The contribution of this work lies in the use of 360° VR videos, for the visualization of the hotel characteristics and environments according the user profiles, to evaluate the affective, cognitive and attitudinal and behavioral responses and their influence on the booking intention and attitude. Finally, conclusions and recommendations for future work have been established.

摘要

在这项工作中,基于案例推理(CBR)提出了一种自适应软件架构,用于生成酒店推广和营销体验,该推理使用属性、用户特征以及沉浸式360°视频。考虑到沉浸在虚拟现实(VR)环境中会在情感、认知、态度和行为等各个维度引发反应,因此在具有360°视频的沉浸式环境中对这些维度进行评估。为了验证通过该软件架构获得的结果,通过对体验进行评估开展了一项准实验研究,该体验包括对一家精品酒店环境的可视化展示,样本是随机挑选的一组年轻人。这项工作的贡献在于使用360°VR视频,根据用户档案对酒店特征和环境进行可视化展示,以评估情感、认知、态度和行为反应及其对预订意向和态度的影响。最后,得出了结论并为未来工作提出了建议。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f98/10927080/cf4f6a35e2b5/pone.0299387.g001.jpg

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