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

Alicia Orea-Giner, Laura Fuentes Moraleda, Teresa Villacé-Molinero, Ana Isabel Muñoz Mazón, Jorge Calero-Sanz

发表年份
2022
引用次数
71

摘要

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.

关键词

Python (programming language)RobotOriginalityComputer scienceSentiment analysisArtificial intelligenceDimension (graph theory)Data sciencePsychologySocial psychology

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