大流行时期的旅行梦想体验

A. Correia, Sérgio Moro, P. Rita
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引用次数: 0

摘要

本研究旨在了解游客在梦想的旅行经历被取消后的感受。将体验视为一个混合过程的乐团模型被应用于分析游客在这些大流行时期所经历的负面情绪。通过网络抓取,我们从猫途鹰论坛上提取了600多条关于疫情对游客无法实现梦想的影响的评论。这些评论受到数据挖掘技术的影响,包括生成主题建模和分析各大洲对-à-vis报告的病例和死亡人数的情绪得分。结果表明,尽管游客对不能旅行感到失望,但他们理解并最关心同龄人的健康。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The travel dream experience in pandemic times
ABSTRACT This study was developed to understand how tourists feel after dreamed travel experiences ended up cancelled. The orchestra model that considers experiences as an intermingled process was applied to analyse the negative feelings experienced by tourists during these pandemic times. Through web scraping, over 40 thousand comments from 600 threads discussing the pandemic impact on tourists’ inability to concretize their dreams were extracted from the TripAdvisor forum. Those comments were subjected to data mining techniques, including the generation of topic modelling and analysis of sentiment scores across continents vis-à-vis reported cases and fatalities. Results suggested that despite the disillusion for not being able to travel, tourists were understanding and mostly concerned with the health of their peers.
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