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一种模糊层次分析法增强的模糊几何均值-模糊理想解相似排序法,用于在新冠疫情期间推荐合适的酒店。

A fuzzy analytic hierarchy process-enhanced fuzzy geometric mean-fuzzy technique for order preference by similarity to ideal solution approach for suitable hotel recommendation amid the COVID-19 pandemic.

作者信息

Toly Chen Tin-Chih, Wu Hsin-Chieh, Hsu Keng-Wei

机构信息

Department of Industrial Engineering and Management, National Yang Ming Chiao Tung University, Hsinchu City.

Department of Industrial Engineering and Management, National Yang Ming Chiao Tung University, Taichung City.

出版信息

Digit Health. 2022 Mar 9;8:20552076221084457. doi: 10.1177/20552076221084457. eCollection 2022 Jan-Dec.

Abstract

Cities around the world have reopened from the lockdown caused by the COVID-19 pandemic, and more and more people are planning regional travel. Therefore, it is a practical problem to recommend suitable hotels to travelers amid the COVID-19 pandemic. However, it is also a challenging task since the critical factors that affect hotel selection amid the COVID-19 pandemic may be different from those usually considered. From this perspective, the fuzzy analytic hierarchy process-enhanced fuzzy geometric mean-fuzzy technique for order preference by similarity to ideal solution approach is proposed in this study for hotel recommendation. The proposed methodology not only considers the critical factors affecting hotel selection amid the COVID-19 pandemic, but also establishes a systematic mechanism, that is, enhanced fuzzy geometric mean, to simultaneously improve the accuracy and efficiency of the recommendation process. The fuzzy analytic hierarchy process-enhanced fuzzy geometric mean-fuzzy technique for order preference by similarity to ideal solution approach has been successfully applied to recommend suitable hotels to 10 travelers for regional trips amid the COVID-19 pandemic.

摘要

世界各地的城市已从因新冠疫情而实施的封锁中重新开放,越来越多的人正在计划进行区域旅行。因此,在新冠疫情期间为旅行者推荐合适的酒店是一个实际问题。然而,这也是一项具有挑战性的任务,因为在新冠疫情期间影响酒店选择的关键因素可能与通常考虑的因素不同。从这个角度来看,本研究提出了模糊层次分析法增强模糊几何均值-与理想解相似的顺序偏好模糊技术用于酒店推荐。所提出的方法不仅考虑了新冠疫情期间影响酒店选择的关键因素,还建立了一个系统机制,即增强模糊几何均值,以同时提高推荐过程的准确性和效率。模糊层次分析法增强模糊几何均值-与理想解相似的顺序偏好模糊技术已成功应用于在新冠疫情期间为10名旅行者推荐适合区域旅行的酒店。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b68/8915244/d687cf7e62e6/10.1177_20552076221084457-fig1.jpg

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