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

Artificial Intelligence and Machine Learning in the Travel Industry: Simplifying Complex Decision Making – Ebook Instant Download/Delivery ISBN(s): 9783031254550,3031254554,9783031254567, 3031254562

Product details:

• ISBN 10:3031254562
• ISBN 13: 9783031254567
• Author:Ben Vinod

Table contents:

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. Demand estimation from sales transaction data: practical extensions
6. How recommender systems can transform airline offer construction and retailing
7. A note on the advantage of context in Thompson sampling
8. Shelf placement optimization for air products
9. Applying reinforcement learning to estimating apartment reference rents
10. Machine learning approach to market behavior estimation with applications in revenue management
11. Multi-layered market forecast framework for hotel revenue management by continuously learning market dynamics
12. Artificial Intelligence in travel
13. The key to leveraging AI at scale
14. The future of AI is the market

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