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Forecasting the nearly unforecastable: why aren’t airline bookings adhering to the prediction algorithm?

Using 27 million flight bookings for 2 years from a major international airline company, we built a Next Likely Destination model to ascertain customers’ next flight booking. The resulting model achieves an 89% predictive accuracy using historical data. A unique aspect of the model is the incorporat...

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Detalles Bibliográficos
Autores principales: Thirumuruganathan, Saravanan, Jung, Soon-gyo, Ramirez Robillos, Dianne, Salminen, Joni, Jansen, Bernard J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805568/
http://dx.doi.org/10.1007/s10660-021-09457-0

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