酒店中机器人的实施是否影响整体TripAdvisor评分?基于工业5.0方法的文本挖掘分析

Does the Implementation of Robots in Hotels Influence the Overall TripAdvisor Rating? A Text Mining Analysis from the Industry 5.0 Approach

Tourism Management · 2022
被引 73
ABS 4

中文导读

研究通过文本挖掘TripAdvisor评论,分析酒店机器人互动引发的顾客情绪与情感对酒店评分的影响,发现机器人功能类型和旅行者类别与评分相关。

Abstract

This research explores the relationship between customers’ emotions and sentiments generated by the interaction
\nwith robots in hotels and the potential effect on the hotel’s rating. To this end, text mining techniques are applied
\nto TripAdvisor reviews by using Python 3.9.4. The results indicate a relationship between the emotions and
\nsentiments detected in the reviews, the robots’ functional typologies and traveller categories. The originality of
\nthis research is mainly found in the quantification of the relationship between robot functionality, traveller type
\nand rating given to the hotel considering the emotions and sentiments that emerge from the functional dimension
\nof robots implemented in hotels.

酒店管理机器人应用文本挖掘情感分析旅游评论