Artificial Intelligence and Machine Learning in the Travel Industry : Simplifying Complex Decision Making

1. Special issue on artificial intelligence/machine learning in travel -- 2. Price elasticity estimation for deep learning-based choice models: an application to air itinerary choices -- 3. An integrated reinforced learning and network competition analysis for calibrating airline itinerary choice models with constrained demand -- 4. Decoupling the individual effects of multiple marketing channels with state space models -- 5. Competitive revenue management models with loyal and fully flexible customers -- 6. Demand estimation from sales transaction data: practical extensions -- 7. How recommender systems can transform airline offer construction and retailing -- 8. A note on the advantage of context in Thompson sampling -- 9. Shelf placement optimization for air products -- 10. Applying reinforcement learning to estimating apartment reference rents -- 11. Machine learning approach to market behavior estimation with applications in revenue management -- 12. Multi-layered market forecast framework for hotel revenue management by continuously learning market dynamics -- 13. Artificial Intelligence in travel -- 14. The key to leveraging AI at scale -- 15. The future of AI is the market.