... aims to explore configurational paths whereby combinations of qualities lead to success for different types of AI-themed hotels. Design/methodology/approach This study innovatively blends topic modeling and fuzzy-set qualitative comparative analysis (fsQCA) to investigate configurational paths...

.../methodology/approach The authors use topic modeling to extract these attributes, calculate topic intensity to understand tourists’ attention distribution across these attributes and conduct topical sentiment analysis to evaluate tourists’ satisfaction levels with each attribute. The authors perform...

... prevalence in selected journals throughout the years, their change over time and similarities of journals. Design/methodology/approach Latent dirichlet allocation algorithm is used as a topic modeling method to identify and analyze topics in hospitality and tourism research over the past 30 years...

...Wenqi Wei; Melissa A. Baker; Irem Onder This study aims to use mixed methods to create a new conceptual framework to understand the unique characteristics of virtual tourism experiences (VTE), which has not been systemically examined. Study 1 uses topic modeling with Latent Dirichlet...

... between Chinese and North American guests and to compare the importance of the themes for different satisfaction levels between Chinese and North American guests from a cross-cultural perspective. Satisfaction Cross-cultural Big data Topic modeling Word frequency Customer satisfaction has...