一个集成的决策支持框架,用于探索虚拟酒店中的障碍和潜在应用场景

IF 10.4 1区 计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Qun Wu , Weiqi Tan , Ligang Zhou , Muhammet Deveci , Dragan Pamucar , Witold Pedrycz
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引用次数: 0

摘要

全球酒店业正在经历一场深刻的变革,这主要是由工业4.0背景下的互联网时代和虚拟世界的不断发展所推动的。虚拟世界通过将虚拟世界与现实世界紧密结合,为创造沉浸式和个性化的住宿体验提供了无限的可能性。它还为引导酒店业重新思考和重新设计服务模式和业务流程提供了新的视角和思维方式。虽然元生态在酒店业的应用已经取得了重大进展,但这一进程仍然面临诸多障碍,并且元生态酒店业(MHI)的具体应用场景尚不清楚。本研究旨在开发一个综合决策支持框架,以探索虚拟酒店管理中的障碍和潜在应用场景。首先,引入区间2型模糊集(it2fs)对决策过程中的复杂不确定信息进行量化。其次,提出了基于IT2F加权平均(IT2FWA)算子的IT2F- bwm算法,考虑群体意见计算障碍权重;第三,结合IT2FWA运营商和IT2F-ExpTODIM方法,对MHI的潜在应用场景进行优先级排序。最后,通过对MHI中障碍优先级和应用场景的案例研究,验证了所提出框架的有效性和实用性。结果表明:在主要和次主要壁垒层次中,技术壁垒(0.5217)和交互技术(0.2483)水平最高;本文的研究结果可以丰富不确定决策方法的理论,并为虚拟酒店实践的运营和管理提供指导性建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An integrated decision support framework for exploring the barriers and potential application scenarios in metaverse hospitality
The global hospitality industry is undergoing a profound transformation, primarily driven by the internet era within the context of Industry 4.0 and the continuous evolution of the metaverse. The metaverse offers limitless possibilities for creating immersive and personalized accommodation experiences by closely integrating the virtual with the real world. It also provides a new perspective and mindset for guiding the hospitality industry to rethink and redesign service models and business processes. Although the metaverse application in the hospitality industry has already made significant progress, this process still faces numerous barriers, and the specific application scenarios of the metaverse hospitality industry (MHI) remain unclear. This study aims to develop an integrated decision support framework for exploring the barriers and potential application scenarios in metaverse hospitality. First, the interval type-2 fuzzy sets (IT2FSs) is introduced to quantify the complex and uncertain information in the decision-making procedure. Second, the IT2F-BWM with the IT2F weighted averaging (IT2FWA) operator is proposed to calculate the barriers’ weights considering the group opinions. Third, the IT2FWA operator and IT2F-ExpTODIM method are incorporated to prioritize the potential application scenarios in MHI. Finally, a case study on the prioritization of barriers and application scenarios in MHI is utilized to test the effectiveness and practicality of the presented framework. Results show that the technology barrier (0.5217) and the interaction technology (0.2483) have the highest levels among the main and sub-main barrier hierarchies, respectively. The findings of this article may enrich the theories of uncertain decision-making methods and provide instructive suggestions for the operation and management of metaverse hospitality practice.
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来源期刊
Journal of Industrial Information Integration
Journal of Industrial Information Integration Decision Sciences-Information Systems and Management
CiteScore
22.30
自引率
13.40%
发文量
100
期刊介绍: The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.
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