Big data in tourism research: A literature review

J Li, L Xu, L Tang, S Wang, L Li - Tourism management, 2018 - Elsevier
Even at an early stage, diverse big data have been applied to tourism research and made
an amazing improvement. This paper might be the first attempt to present a comprehensive …

The influence of online ratings and reviews on hotel booking consideration

D Gavilan, M Avello, G Martinez-Navarro - Tourism Management, 2018 - Elsevier
This paper analyses the impact of good vs. bad ratings during the first stage of the decision-
making process when booking a hotel. This study tested the interaction between numerical …

Customer satisfaction and loyalty with online consumer reviews: Factors affecting revisit intentions

MA Camilleri, R Filieri - International Journal of Hospitality Management, 2023 - Elsevier
While previous research investigated the effects of online consumer reviews on purchase
behaviors, currently, there is still a lack of knowledge on the impact of the reviews' credibility …

Restaurant survival prediction using customer-generated content: An aspect-based sentiment analysis of online reviews

H Li, XB Bruce, G Li, H Gao - Tourism Management, 2023 - Elsevier
Business failure prediction or survival analysis can assist corporate organizations in better
understanding their performance and improving decision making. Based on aspect-based …

Technology in tourism-from information communication technologies to eTourism and smart tourism towards ambient intelligence tourism: a perspective article

D Buhalis - Tourism Review, 2019 - emerald.com
Technology in tourism-from information communication technologies to eTourism and smart
tourism towards ambient intelligence tourism: a perspective article | Emerald Insight Books …

Sentiment analysis on Twitter data integrating TextBlob and deep learning models: The case of US airline industry

W Aljedaani, F Rustam, MW Mkaouer, A Ghallab… - Knowledge-Based …, 2022 - Elsevier
Twitter being among the popular social media platforms, provide peoples' opinions
regarding specific ideas, products, services, etc. The large amounts of shared data as tweets …

The role of visual cues in eWOM on consumers' behavioral intention and decisions

R Filieri, Z Lin, G Pino, S Alguezaui… - Journal of Business …, 2021 - Elsevier
Consumers increasingly use eWOM to make decisions about various products and services.
However, few studies have investigated how different visual and verbal eWOM cues affect …

Predicting overall customer satisfaction: Big data evidence from hotel online textual reviews

Y Zhao, X Xu, M Wang - International journal of hospitality management, 2019 - Elsevier
Customer online reviews of hotels have significant business value in the e-commerce and
big data era. Online textual reviews have an open-structured form, and the technical side …

Digital marketing strategies, online reviews and hotel performance

P De Pelsmacker, S Van Tilburg, C Holthof - International Journal of …, 2018 - Elsevier
We investigate to what extent digital marketing strategies (such as having a digital marketing
plan, responsiveness to guest reviews, and monitoring and tracking online review …

A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism

Z **ang, Q Du, Y Ma, W Fan - Tourism Management, 2017 - Elsevier
Online consumer reviews have been studied for various research problems in hospitality
and tourism. However, existing studies using review data tend to rely on a single data …