AI in marketing, consumer research and psychology: A systematic literature review and research agenda

MM Mariani, R Perez‐Vega, J Wirtz - Psychology & Marketing, 2022 - Wiley Online Library
This study is the first to provide an integrated view on the body of knowledge of artificial
intelligence (AI) published in the marketing, consumer research, and psychology literature …

[HTML][HTML] Past, present, and future of virtual tourism-a literature review

S Verma, L Warrier, B Bolia, S Mehta - International Journal of Information …, 2022 - Elsevier
Humanizing the tourism experience with virtual and augmented reality has gained traction,
but fragmented literature delimits the holistic view. Present study bridges this knowledge gap …

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 …

Theory building with big data-driven research–Moving away from the “What” towards the “Why”

AK Kar, YK Dwivedi - International Journal of Information Management, 2020 - Elsevier
Data availability and access to various platforms, is changing the nature of Information
Systems (IS) studies. Such studies often use large datasets, which may incorporate …

Machine learning algorithms for social media analysis: A survey

TK Balaji, CSR Annavarapu, A Bablani - Computer Science Review, 2021 - Elsevier
Social Media (SM) are the most widespread and rapid data generation applications on the
Internet increase the study of these data. However, the efficient processing of such massive …

[HTML][HTML] Analytics of social media data–State of characteristics and application

C Zachlod, O Samuel, A Ochsner… - Journal of Business …, 2022 - Elsevier
The spread and use of social networks provide a rich data source that can be used to
answer a wide range of research questions from various disciplines. However, the nature of …

Big data in tourism research: A literature review

J Li, L Xu, L Tang, S Wang, L Li - Tourism management, 2018 - Elsevier
Even at an early stage, diverse big data have been applied to tourism research and made
an amazing improvement. This paper might be the first attempt to present a comprehensive …

Comparative study of deep learning models for analyzing online restaurant reviews in the era of the COVID-19 pandemic

Y Luo, X Xu - International Journal of Hospitality Management, 2021 - Elsevier
Online reviews remain important during the COVID-19 pandemic as they help customers
make safe dining decisions. To help restaurants better understand customers' needs and …

Analysing TripAdvisor reviews of tourist attractions in Phuket, Thailand

V Taecharungroj, B Mathayomchan - Tourism Management, 2019 - Elsevier
The purpose of the current research is to develop a methodology that can analyse online
reviews using machine learning techniques in such a way that practitioners in the fields of …

Predicting overall customer satisfaction: Big data evidence from hotel online textual reviews

Y Zhao, X Xu, M Wang - International journal of hospitality management, 2019 - Elsevier
Customer online reviews of hotels have significant business value in the e-commerce and
big data era. Online textual reviews have an open-structured form, and the technical side …