A machine learning approach to itinerary-level booking prediction in competitive airline markets

Daniel Hopman, Ger Koole, Rob van der Mei

Demand forecasting is extremely important in revenue management. After all, it is one of the inputs to an optimisation method which aim is to maximize revenue. Most, if not all, fo…