The evolution of Airbnb research: A systematic literature review using structural topic modeling

K Ding, Y Niu, WC Choo - Heliyon, 2023 - cell.com
This study employs advanced text-mining techniques to offer an in-depth and
comprehensive overview of the extensive body of research on Airbnb. By analyzing 1021 …

Text mining approach to explore determinants of grocery mobile app satisfaction using online customer reviews

A Kumar, S Chakraborty, PK Bala - Journal of retailing and consumer …, 2023 - Elsevier
In recent years, there has been proliferation of grocery mobile apps as grocery shop** on
mobile has found increasing acceptance among customers accelerated by multiple factors …

Addressing data quality in Airbnb research

C Prentice, A Pawlicz - International Journal of Contemporary …, 2024 - emerald.com
Purpose This paper aims to examine the primary supply data sources that have been used
for research into the sharing economy, and the advantages and limitations of these sources …

Exploring antecedents impacting user satisfaction with voice assistant app: A text mining-based analysis on Alexa services

A Kumar, PK Bala, S Chakraborty, RK Behera - Journal of Retailing and …, 2024 - Elsevier
Abstract The Amazon Alexa app is one of the most widely used voice assistant apps to
manage customer information-seeking behavior and voice shop**. It provides …

Tourism demand forecasting with online news data mining

E Park, J Park, M Hu - Annals of Tourism Research, 2021 - Elsevier
This study empirically tests the role of news discourse in forecasting tourist arrivals by
examining Hong Kong. It employs structural topic modeling to identify key topics and their …

Exploring thematic influences on theme park visitors' satisfaction: An empirical study on Disneyland China

S Bai, H He, C Han, M Yang, D Yu, X Bi… - Journal of Consumer …, 2024 - Wiley Online Library
This study aims to explore thematic influences on theme park visitors' satisfaction through
user‐generated data. To this end, we first used an unsupervised machine learning method …

The impact of service principal (service robot vs. human staff) on service quality: The mediating role of service principal attribute

S Zhang, Z Hu, X Li, A Ren - Journal of Hospitality and Tourism …, 2022 - Elsevier
In the context of the wide application of service robots, customers will question whether
service robots or human staff provide higher service quality. Grounded in means-ends chain …

[HTML][HTML] Recommend or not: A comparative analysis of customer reviews to uncover factors influencing explicit online recommendation behavior in peer-to-peer …

K Ding, XY Gong, T Huang, WC Choo - European Research on …, 2024 - Elsevier
In the fiercely competitive landscape of the peer-to-peer accommodation platform Airbnb,
understanding customers' online recommendation behavior is essential for optimizing …

Exploring changes in guest preferences for Airbnb accommodation with different levels of sharing and prices: Using structural topic model

K Ding, WC Choo, KY Ng, Q Zhang - Frontiers in psychology, 2023 - frontiersin.org
Introduction Online reviews have become an important source of information for
investigating customers' consumption experiences in academic studies. In the context of …

Quality 4.0: big data analytics to explore service quality attributes and their relation to user sentiment in Airbnb reviews

N Amat-Lefort, F Barravecchia… - International Journal of …, 2023 - emerald.com
Purpose Quality 4.0 is a new paradigm of quality management, which emphasises the need
to adapt to recent technological innovations by updating traditional quality approaches …