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 …

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 …

How the peer-to-peer market for tourist accommodation has responded to COVID-19

B Benítez-Aurioles - International journal of tourism cities, 2022 - emerald.com
Purpose This study aims to analyze the COVID-19 pandemic's impact on the peer-to-peer
(p2p) market for tourist accommodation. Design/methodology/approach Using monthly …

Web scraping: Collecting and retrieving data from the web

R Egger, M Kroner, A Stöckl - Applied data science in tourism …, 2022 - Springer
In this chapter, a number of tools for crawling websites are presented, and an example using
hotel ratings has been adopted in order to specifically show how these can be extracted …

Generating impactful situated explanations through digital trace data

T Grisold, W Kremser, J Mendling… - Journal of …, 2024 - journals.sagepub.com
Progressively, information systems (IS) researchers draw on digital trace data to capture the
emergent dynamics of today's digitalized world. Digital trace data enable researchers to …

Examining Airbnb guest satisfaction tendencies: a text mining approach

M Cavique, R Ribeiro, F Batista… - Current issues in tourism, 2022 - Taylor & Francis
Given Airbnb's changes since its inception and the dynamism of customer preferences, a
study that sheds light on how customer satisfaction is evolving is relevant. An automated …

How to increase customer repeated bookings in the short-term room rental market? A large-scale granular data investigation

J Wu, J Cai, XR Luo, J Benitez - Decision Support Systems, 2021 - Elsevier
The short-term room rental online platforms have boomed in the era of digital business
acceleration, as they offer excellent opportunities for interactive behavior between host and …

Seasonality in the peer-to-peer market for tourist accommodation: the case of Majorca

B Benítez-Aurioles - Journal of Hospitality and Tourism Insights, 2022 - emerald.com
Purpose The purpose of this paper is to verify the hypothesis that seasonality in the peer-to-
peer (p2p) market for tourist accommodation is smaller than the existing in conventional …

Web scraping: a promising tool for geographic data acquisition

A Brenning, S Henn - arXiv preprint arXiv:2305.19893, 2023 - arxiv.org
With much of our lives taking place online, researchers are increasingly turning to
information from the World Wide Web to gain insights into geographic patterns and …

Are negative reviews the order terminators? An aspect-based sentiment threshold analysis of online reviews in the context of sharing accommodation

B Wang, X Jin, N Ma - Kybernetes, 2024 - emerald.com
Purpose Existing research has predominantly concentrated on examining the factors that
impact consumer decisions through the lens of potential consumer motivations, neglecting …