Data analytics and techniques

SS Abdul-Jabbar - Aro-the Scientific Journal of Koya …, 2022 - aro.koyauniversity.org
Big data of different types, such as texts and images, are rapidly generated from the internet
and other applications. Dealing with this data using traditional methods is not practical since …

Avoiding food waste from restaurant tickets: a big data management tool

I Gómez-Talal, L González-Serrano… - Journal of Hospitality …, 2024 - emerald.com
Purpose This study aims to address the global food waste problem in restaurants by
analyzing customer sales information provided by restaurant tickets to gain valuable insights …

A sentiment analysis of Michelin-starred restaurants

P Rita, C Vong, F Pinheiro, J Mimoso - European Journal of …, 2023 - emerald.com
Purpose With the growing popularity of social media, it has become common practice for
consumers to write online reviews to share their opinion and experience as well as consider …

Smart Hospitality Review: Using IoT and Machine Learning to Its Most Value in the Hotel Industry

A Kaur, S Goyal, N Batra - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The study uses the Internet of Things (IoT) and machine learning (ML) to analyse how a
hotel industry is changing. This study investigates how machine learning (ML) algorithms …

Explaining tourist revisit intention using natural language processing and classification techniques

A Gregoriades, M Pampaka, H Herodotou… - Journal of Big Data, 2023 - Springer
Revisit intention is a key indicator of business performance, studied in many fields including
hospitality. This work employs big data analytics to investigate revisit intention patterns from …

The voice of the guests: analysing airbnb reviews as a representative source for tourism studies

J Martí-Ochoa, E Martín-Fuentes… - Profesional de …, 2024 - revista.profesionaldelainformacion …
User-generated content on social media has led to a new form of communication known as
electronic word of mouth, which generates millions of comments about goods and services …

Exploring the strategic role of Marketer-Generated-Content analytics towards Airbnb hosts sales optimization

M Chattopadhyay, D Pal - Journal of Global Scholars of Marketing …, 2024 - Taylor & Francis
Although user-generated content is reported to improve Airbnb host's sales, the impact of
Marketer-Generated Content (MGC) on the minimum sales generated from the reviewers …

Forecasting Airbnb prices through machine learning

J Tang, J Cheng, M Zhang - Managerial and Decision …, 2024 - Wiley Online Library
Achieving accurate pricing is critical for both peer‐to‐peer (P2P) accommodation platforms
and hosts. An understanding of the determinants of prices on P2P platforms, such as Airbnb …

Business intelligence approach and sentiment analysis as a management strategy applied to study customer satisfaction in the hospitality sector

CMQ Ramos - Advances in Tourism, Technology and Systems …, 2022 - Springer
With the emergence of the Web 2.0, it is possible with user-generated content (UGC) in
social media to express opinions about a customer experience related to a service or …

A smart tourism case study: Classification of accommodation using machine learning models based on accommodation characteristics and online guest reviews

N Čumlievski, M Brkić Bakarić, M Matetić - Electronics, 2022 - mdpi.com
This paper deals with the analysis of data retrieved from a web page for booking
accommodation. The main idea of the research is to analyze the relationship between …