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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 …
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 …
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
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 …
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
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
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 …
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
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 …
achieving a better understanding of human-environment interactions and in sha** future …
A big data analytics method for tourist behaviour analysis
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 …
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
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 …
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
To address the unsolved problem of the mechanism underlying the effect of big data
analytics capabilities on competitive advantage and performance, this study combined …
analytics capabilities on competitive advantage and performance, this study combined …
Social media analytics and value creation in urban smart tourism ecosystems
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 …
social media messages can provide to smart tourism ecosystems. Building upon a …