An Automated Machine Learning Based Decision Support System to Predict Hotel Booking Cancellations

Booking cancellations negatively contribute to the production of accurate forecasts, which comprise a critical tool in the hospitality industry. Research has shown that with today’s computational power and advanced machine learning algorithms it is possible to build models to predict bookings cancel...

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Bibliographic Details
Main Authors: Nuno Antonio, Ana de Almeida, Luis Nunes
Format: Article
Language:English
Published: Ubiquity Press 2019-07-01
Series:Data Science Journal
Subjects:
Online Access:https://datascience.codata.org/articles/913