ArticleHeliyon2024
Guests' Aesthetic experience with lifestyle hotels: An application of LDA topic modelling analysis.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
4 citing papers in PubMed.
- Research on the emotional experience of online tourists in Zhangjiajie based on text mining and LDA-FDEMATEL.PloS one · 2026Article
- Evaluating visitor perception and spatial preferences of various museums based on machine learning from 2016 to 2024.PloS one · 2025Article
- Evolution of traditional Chinese medicine registration review and approval policies: research based on the LDA topic model.Frontiers in public health · 2025Article
- Dimensions of Job Demands Among New-Generation Employees Based on Online Reviews by Employees.Behavioral sciences (Basel, Switzerland) · 2024Article
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Authors and funding
1 author.
Funding
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Abstract
The purpose of this study is to systematically explore lifestyle hotel guests' aesthetic experiences. This study adopts word frequency analysis, latent Dirichlet allocation (LDA) topic modelling analysis and manual coding to systematically analyse 11,239 online reviews posted by guests from 131 lifestyle hotels in eight cities in China. A framework is developed to organize the identified themes and illustrate lifestyle hotel guests' aesthetic experiences. The framework revealed that lifestyle hotels embrace the concept of "bleisure" travel-blending business and leisure by offering high-end lodging, flexible tourism destination elements, and event services that cater to the needs of today's independent guests. The findings suggest that lifestyle hotel guests stress multiple functions of a hotel, especially the spiritual. Guided by the aesthetic experience at lifestyle hotels, hotel managers can cater to the full spectrum of hotel guests' aesthetic experience when implementing marketing strategies.
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Registered trials
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