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http://hdl.handle.net/10071/18171
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Title: Predictive models for hotel booking cancellation: a semi-automated analysis of the literature
Authors: António, N.
de Almeida, A.
Nunes, Luis
Keywords: Data science
Forecast
Literature review
Prediction
Revenue management
Issue Date: 2019
Publisher: Universidade do Algarve
Abstract: In reservation-based industries, an accurate booking cancellation forecast is of foremost importance to estimate demand. By combining data science tools and capabilities with human judgement and interpretation, this paper aims to demonstrate how the semiautomatic analysis of the literature can contribute to synthesizing research findings and identify research topics about booking cancellation forecasting. Furthermore, this works aims, by detailing the full experimental procedure of the analysis, to encourage other authors to conduct automated literature analysis as a means to understand current research in their working fields. The data used was obtained through a keyword search in Scopus and Web of Science databases. The methodology presented not only diminishes human bias, but also enhances the fact that data visualisation and text mining techniques facilitate abstraction, expedite analysis, and contribute to the improvement of reviews. Results show that despite the importance of bookings’ cancellation forecast in terms of understanding net demand, improving cancellation, and overbooking policies, further research on the subject is still needed.
Peer reviewed: yes
URI: http://hdl.handle.net/10071/18171
DOI: 10.18089/tms.2019.15011
ISSN: 2182-8458
Ciência-IUL: https://ciencia.iscte-iul.pt/id/ci-pub-60170
Appears in Collections:ISTAR-RN - Artigos em revistas científicas nacionais com arbitragem científica
IT-RN - Artigo em revista nacional com arbitragem científica

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