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 …

Sentiment analysis in hospitality and tourism: a thematic and methodological review

F Mehraliyev, ICC Chan, AP Kirilenko - International Journal of …, 2022 - emerald.com
Purpose This study aims to conduct a systematic review and critically analyze the sentiment
analysis literature in hospitality and tourism from methodological (data sets and analyzes) …

Impact of apps aesthetics on revisit intentions of food delivery apps: The mediating role of pleasure and arousal

S Kumar, A Jain, JK Hsieh - Journal of Retailing and Consumer Services, 2021 - Elsevier
Online food delivery (OFD) apps are changing the way we consume food. Despite
increasing the popularity of OFD apps, limited studies have explored the reason behind …

Understanding service attributes of robot hotels: A sentiment analysis of customer online reviews

JM Luo, HQ Vu, G Li, R Law - International Journal of Hospitality …, 2021 - Elsevier
Robots and artificial intelligence are essential to the future of the hospitality industry, and
they are receiving increasing interest from hotel managers and researchers. However, the …

Travelers' online review on hotel performance–Analyzing facts with the Theory of Lodging and sentiment analysis

G Roy - International Journal of Hospitality Management, 2023 - Elsevier
This study analyzes how customers' online review sentiments (positive, negative, and
neutral valence) and lodging experience vary across luxury, mid-tier, and low-tier hotels …

[HTML][HTML] Natural language processing applied to tourism research: A systematic review and future research directions

MÁ Álvarez-Carmona, R Aranda… - Journal of king Saud …, 2022 - Elsevier
The social networks and the rapid development of new technologies have led to
considerable changes in the tourism industry. Artificial intelligence, in particular natural …

BERT: A sentiment analysis odyssey

S Alaparthi, M Mishra - Journal of Marketing Analytics, 2021 - Springer
The study investigates relative effectiveness of four sentiment analysis techniques:(1)
unsupervised lexicon-based model using SentiWordNet,(2) traditional supervised machine …

The effect of social media on travel planning process by Chinese tourists: the way forward to tourism futures

Y Yuan, CS Chan, S Eichelberger, H Ma… - Journal of Tourism …, 2022 - emerald.com
Purpose This paper investigates the usage and trust of Chinese social media in the travel
planning process (pre-trip, during-trip and post-trip) of Chinese tourists …

Topic modeling and sentiment analysis of online review for airlines

HJ Kwon, HJ Ban, JK Jun, HS Kim - Information, 2021 - mdpi.com
The purpose of this study is to conduct topic modeling and sentiment analysis on the posts of
Skytrax (airlinequality. com), where there are many interests and participation of the people …

Robots, artificial intelligence, and service automation (RAISA) in hospitality: sentiment analysis of YouTube streaming data

T Kim, H Jo, Y Yhee, C Koo - Electronic Markets, 2022 - Springer
Humans in hospitality areas are being replaced by robot concierges, delivery robots,
chatbots, and information assistants through a variety of devices, for example, mobile apps …