Big data and analytics in hospitality and tourism: a systematic literature review

M Mariani, R Baggio - International Journal of Contemporary …, 2022 - emerald.com
Purpose The purpose of this work is to survey the body of research revolving around big
data (BD) and analytics in hospitality and tourism, by detecting macro topical areas …

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 …

[HTML][HTML] A machine learning approach to cluster destination image on Instagram

V Arefieva, R Egger, J Yu - Tourism Management, 2021 - Elsevier
Symbols are powerful in branding and marketing to represent tourist attractions. By bridging
semiotics, marketing, and data science in the tourism context, this study uncovers the …

Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use

A Ghermandi, J Langemeyer, D Van Berkel, F Calcagni… - One Earth, 2023 - cell.com
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …

Discovering the tourists' behaviors and perceptions in a tourism destination by analyzing photos' visual content with a computer deep learning model: The case of …

K Zhang, Y Chen, C Li - Tourism Management, 2019 - Elsevier
Visual content analysis of tourist photos is an effective way to excavate tourist behavior and
explore tourists' cognition in the tourism destination. With the development of computer deep …

[HTML][HTML] Passive crowdsourcing of social media in environmental research: A systematic map

A Ghermandi, M Sinclair - Global environmental change, 2019 - Elsevier
The analysis of data from social media and social networking sites may be instrumental in
achieving a better understanding of human-environment interactions and in sha** future …

A big data analytics method for tourist behaviour analysis

SJ Miah, HQ Vu, J Gammack, M McGrath - Information & Management, 2017 - Elsevier
Big data generated across social media sites have created numerous opportunities for
bringing more insights to decision-makers. Few studies on big data analytics, however, have …

Revealing travellers' satisfaction during COVID-19 outbreak: Moderating role of service quality

M Nilashi, RA Abumalloh, B Minaei-Bidgoli… - Journal of Retailing and …, 2022 - Elsevier
Abstract User-Generated-Content (UGC) has gained increasing attention as an important
indicator of business success in the tourism and hospitality sectors. Previous literature has …

Role of big data capabilities in enhancing competitive advantage and performance in the hospitality sector: Knowledge-based dynamic capabilities view

JS Horng, CH Liu, SF Chou, TY Yu, DC Hu - Journal of Hospitality and …, 2022 - Elsevier
To address the unsolved problem of the mechanism underlying the effect of big data
analytics capabilities on competitive advantage and performance, this study combined …

Social media analytics and value creation in urban smart tourism ecosystems

T Brandt, J Bendler, D Neumann - Information & Management, 2017 - Elsevier
In this article, we demonstrate the potential value that the spatial and semantic analysis of
social media messages can provide to smart tourism ecosystems. Building upon a …