Exploring guest satisfaction in hotels during the COVID-19 pandemic using a text mining technique

I. Čelić, Marijana Seočanac, M. Milašinović
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引用次数: 2

Abstract

The coronavirus pandemic has a major impact on the global hotel industry. Hygiene, cleanliness, and safety have become crucial components in any hotel's recovery plan during the pandemic. Based on reviews from Booking.com, this paper examines the satisfaction of domestic guests in hotels in Vrnjačka Banja during the coronavirus pandemic. Additionally, by using the "Clean & Safe" certificate as a criterion for hotel classification, this paper seeks to discover whether there is any difference in the satisfaction of domestic guests depending on whether the facility has been certified in accordance with international quality standards as adequately prepared for virus control. Using a text mining approach, the components that led to guests' satisfaction or dissatisfaction were discovered and visualized with a word cloud. A sample of 206 reviews revealed that domestic guests are generally very satisfied with the hotels they stayed in during the pandemic. A slight difference in the components that affected guests' satisfaction, i.e., dissatisfaction, was noticed among the hotels that were certified (or not certified) as safe facilities for performing tourism activities. This paper provides a valuable insight for hotel managers to help them improve guest satisfaction during the coronavirus pandemic.
使用文本挖掘技术探索COVID-19大流行期间酒店的客人满意度
冠状病毒大流行对全球酒店业产生了重大影响。在疫情期间,卫生、清洁和安全已成为任何酒店恢复计划的关键组成部分。本文基于Booking.com的评论,调查了冠状病毒大流行期间vrnja卡巴尼亚酒店国内客人的满意度。此外,通过使用“清洁安全”证书作为酒店分类的标准,本文试图发现国内客人的满意度是否会因设施是否符合国际质量标准而有所不同,是否为病毒控制做好了充分的准备。使用文本挖掘方法,发现导致客人满意或不满意的组件,并通过单词云将其可视化。206份评论样本显示,国内客人对疫情期间入住的酒店普遍非常满意。在被认证(或未被认证)为开展旅游活动的安全设施的酒店中,影响客人满意度的组成部分(即不满意)略有不同。本文为酒店经理提供了有价值的见解,帮助他们在冠状病毒大流行期间提高客人满意度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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