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1-4 of 4
Keywords: Machine learning
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Journal Articles
Journal:
Tourism Review
Tourism Review 1–24.
Published: 21 November 2025
... of rural homestays and to offer innovative approaches for research in this domain. Design/methodology/approach A dynamic assessment framework was developed using online review data sourced from Ctrip.com. The framework integrates natural language processing, machine learning and time series analysis...
Journal Articles
Clustering sustainable tourism destinations through Instagram photo analysis: a machine learning approach
Available to Purchase
Journal:
Tourism Review
Tourism Review (2026) 81 (1): 48–73.
Published: 17 June 2025
...Mohadese Basirati; Abderrahim Laachach Purpose This study uses advanced machine learning (ML) techniques to analyze Instagram photos and cluster sustainable tourism destinations. By revealing visual patterns and themes, it provides valuable insights into user-generated content (UGC) and its...
Journal Articles
Identifying hidden semantic structures in Instagram data: a topic modelling comparison
Available to Purchase
Journal:
Tourism Review
Tourism Review (2022) 77 (4): 1234–1246.
Published: 14 October 2021
...., 2020), new methods such as topic modelling and machine learning are required for tourism practitioners to extract insights (Arefieva et al., 2021). Due to the concise and text-heavy nature of UGC, the foremost step is to demystify hidden semantic structures to gain a deep understanding...
Journal Articles
Machine learning of robots in tourism and hospitality: interactive technology acceptance model (iTAM) – cutting edge
Available to Purchase
Journal:
Tourism Review
Tourism Review (2020) 75 (4): 625–636.
Published: 05 February 2020
... capability and a more user-friendly interface, examining perceived interactivity of technology has become more important for advanced robot acceptance models. The examples of advanced robot uses indicate that each machine learning application changes the robots’ task performance and interaction...
