Artificial Intelligence and Machine Learning in the Travel Industry

<p>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.</p><p><br></p>