Machine learning applied to tourism: A systematic review

JCS Núñez, JA Gómez‐Pulido… - … Reviews: Data Mining …, 2024 - Wiley Online Library
The application of machine learning techniques in the field of tourism is experiencing a
remarkable growth, as they allow to propose efficient solutions to problems present in this …

Tourism demand forecasting based on user-generated images on OTA platforms

S Ma, H Li, M Hu, H Yang, R Gan - Current Issues in Tourism, 2024 - Taylor & Francis
Tourists' images of destinations posted on online travel agency (OTA) platforms are
important information sources for potential tourists to perceive and construct destination …

Visual information and appearance: The impact of visual attributes of user-generated photos on review helpfulness

L Luo, L Liu, Y Zheng, J Chen - Telematics and Informatics, 2024 - Elsevier
Images have become integral to consumers' sharing of consumption experiences due to
their abilities of carrying rich and vivid information. Drawing from the perspective of …

How foodstagramming posts influence restaurant visit intention: the mediating role of goal relevance and mimicking desire

YV Chen, X **, S Gardiner, IKA Wong - International Journal of …, 2024 - emerald.com
Purpose This study aims to explore the role of social media visual posts (known as
foodstagramming) on restaurant visit intention. Drawing on the heuristic–systematic model …

[HTML][HTML] The impact of social presence cues in social media product photos on consumers' purchase intentions

SM Poirier, S Cosby, S Sénécal, CK Coursaris… - Journal of Business …, 2024 - Elsevier
On social media, brand-generated photos enable firms to communicate information about
their products. The present research investigates the effect of social presence cues in …

[HTML][HTML] An empirical test of the impact of the online review–review skepticism mechanism on behavioral intentions: a time-lag interval approach between pre-and post …

T Wen, HY Ha - Journal of Theoretical and Applied Electronic …, 2024 - mdpi.com
The relationship between online review types and their outcomes is dynamic. However, it
remains unclear how the influence of the three prominent kinds of online reviews (ratings …

Trust and website conversion in consumer responses to green product purchasing: A new perspective through the lens of innovative website Design's technology …

WA Srisathan, C Ketkaew, N Jantuma… - Heliyon, 2024 - cell.com
This study aims to investigate the role of trust and website conversion in consumer
responses to green product purchasing, with a new perspective through the lens of …

The role of restaurant property images on potential backers' click-through intention: Evidence from restaurant crowdfunding

Y Yang, Y Koh, M Shin - International Journal of Hospitality Management, 2025 - Elsevier
Despite the importance of visual images in persuasion, visual effects have not gained
needed attention in restaurant startup fundraising literature. Drawing on signaling theory …

Inspiring tourists' imagination: How and when human presence in photographs enhances travel mental simulation and destination attractiveness

YW Li, LC Wan - Tourism Management, 2025 - Elsevier
Due to the intangible nature of tourism products, successful destination marketing depends
on whether visual materials can evoke tourists' vivid fantasies of their future travel …

Words meet photos: How visual content impact rating

X Liu, Z Zhang, R Law, Z Zhang - International Journal of Hospitality …, 2024 - Elsevier
The fit information of multi-modal user-generated content has its unique value but is
understudied. This study investigated how the fit between photos and text within a hotel …