An ensemble machine learning framework for Airbnb rental price modeling without using amenity-driven features
Purpose The prediction of Airbnb listing prices predominantly uses a set of amenity-driven
features. Choosing an appropriate set of features from thousands of available amenity …
features. Choosing an appropriate set of features from thousands of available amenity …
Sentiment mining of online reviews of peer-to-peer accommodations: Customer emotional heterogeneity and its influencing factors
R Li, YQ Li, WQ Ruan, SN Zhang, MY Wang - Tourism Management, 2023 - Elsevier
The polarized problem of customers' emotional experiences in peer-to-peer
accommodations has been exposed and needs urgent solution. However, a research gap …
accommodations has been exposed and needs urgent solution. However, a research gap …
Lord, please save me from my sins! Can CSR mitigate the negative impacts of sharing economy on consumer trust and corporate reputation?
The explosive growth of Airbnb not only provides travelers with novel accommodation
experiences at prices that suit their budget, but also challenges the existing regulatory and …
experiences at prices that suit their budget, but also challenges the existing regulatory and …
[HTML][HTML] Intellectual landscape and emerging trends of big data research in hospitality and tourism: A scientometric analysis
Y Cai, G Li, L Wen, C Liu - International Journal of Hospitality Management, 2024 - Elsevier
Big data contain a vast amount of information which is valuable for researchers and decision-
makers both in normal and crisis situations. This bibliometric study aims to present the …
makers both in normal and crisis situations. This bibliometric study aims to present the …
A cross-cultural comparison of peer-to-peer accommodation experience: A mixed text mining approach
The research is to investigate the cross-cultural experiences of peer-to-peer (P2P)
accommodation using Hofstede's cultural dimensions theory. By using Airbnb reviews in …
accommodation using Hofstede's cultural dimensions theory. By using Airbnb reviews in …
[PDF][PDF] Peer-to-peer accommodation in Europe: Trends, challenges and opportunities
Supported by the principles of the sharing economy (Belk 2014) and enabled by
technological advances (Gupta et al. 2019), peer-topeer (P2P) accommodation platforms …
technological advances (Gupta et al. 2019), peer-topeer (P2P) accommodation platforms …
Impact of perceived corporate social responsibility on peer-to-peer accommodation consumers' repurchase intention and switching intention
The development of peer-to-peer (P2P) accommodation market has seen multiple platforms
providing booking services to consumers. As such consumers' switching intention is equally …
providing booking services to consumers. As such consumers' switching intention is equally …
Online commodity recommendation model for interaction between user ratings and intensity-weighted hierarchical sentiment: A case study of LYCOM
C Zhang, N Zhang, W Su, T Balezentis - Omega, 2024 - Elsevier
The online commodity recommendation (OCR) model mines users' historical behavior
characteristics and recommends products that may be of interest according to user …
characteristics and recommends products that may be of interest according to user …
Perceived differences in peer-to-peer accommodation before and after COVID-19: evidence from China
Purpose Based on text content analysis using big data, this study aims to explore differences
in guest perceptions of peer-to-peer accommodations before and after COVID-19 to provide …
in guest perceptions of peer-to-peer accommodations before and after COVID-19 to provide …
[HTML][HTML] “I Am Your Partner, Am I Not?” An inquiry into stakeholder inclusion in platform organizations in times of crisis
In this paper we contribute to the understanding of how failed stakeholder inclusion in times
of crisis can lead to distrust of platform organizations. Drawing on the revelatory case of …
of crisis can lead to distrust of platform organizations. Drawing on the revelatory case of …