Machine learning in marketing: A literature review, conceptual framework, and research agenda

EWT Ngai, Y Wu - Journal of Business Research, 2022 - Elsevier
In recent years, machine learning (ML) and artificial intelligence (AI) have attracted
considerable attention in different industry sectors, including marketing. ML and AI hold …

Machine learning applied to tourism: A systematic review

JCS Núñez, JA Gómez‐Pulido… - … Reviews: Data Mining …, 2024 - Wiley Online Library
The application of machine learning techniques in the field of tourism is experiencing a
remarkable growth, as they allow to propose efficient solutions to problems present in this …

Big data in tourism marketing: past research and future opportunities

S Blanco-Moreno, AM González-Fernández… - Spanish Journal of …, 2023 - emerald.com
Purpose The purpose of this study was to uncover representative emergent areas and to
examine the research area of marketing, tourism and big data (BD) to assess how these …

[HTML][HTML] Heterogeneous price adjustments among Airbnb hosts amid COVID-19: Evidence from Barcelona

D Boto-García - International journal of hospitality management, 2022 - Elsevier
COVID-19-induced travel restrictions have led to a sharp drop in Airbnb bookings.
Confronted with a decrease in demand, hosts have implemented heterogeneous price …

Extended hygrothermal characterization of unstabilized rammed earth for modern construction

AE Losini, M Woloszyn, T Chitimbo… - … and Building Materials, 2023 - Elsevier
Although hygrothermal properties of rammed earth represent great potential for improving
thermal comfort during hot summers, still little knowledge is available about this topic. The …

Study on the mechanical properties of modified rammed earth and the correlation of influencing factors

L Liu, Y Yao, L Zhang, X Wang - Journal of Cleaner Production, 2022 - Elsevier
The main ingredients of traditional rammed earth walls are plain soil, which decreases the
compressive strength and water resistance performance of the rammed earth buildings. To …

A process perspective on consumer innovation resistance to Airbnb: A narrative approach

D Huang, A Coghlan, X Jin - International Journal of Hospitality …, 2022 - Elsevier
This study aims to understand consumer innovation resistance towards Airbnb from a
process-based perspective. Using Airbnb in the Chinese market as the research context, a …

How do different types of user-generated content attract travelers? Taking story and review on Airbnb as the example

S Li, Y Li, C Liu, N Fan - Journal of Travel Research, 2024 - journals.sagepub.com
User-generated content (UGC) has been validated as an important factor in travel decisions.
However, it is still unclear whether different types of UGC function differently. Social …

The persuasive effects of voice characteristics embedded in paid tour guide audio on tourist purchase decisions based on deep learning

C Zhou, M Huang - Journal of Hospitality and Tourism Management, 2024 - Elsevier
Different voices may have persuasive effects on individuals' decision-making processes;
however, in the tourism context, little attention has been paid to online paid tour guide audio …

Examining the sources of pricing power on Airbnb

W Tafesse, M Dayan - Current Issues in Tourism, 2024 - Taylor & Francis
Pricing power, a firm's ability to set prices above the competition without tempering demand,
is a critical concern for any business. However, it has received little attention in the Airbnb …