LEADER 04620nam 22006015 450 001 9910741153803321 005 20230526074218.0 010 $a9783031254567$b(electronic bk.) 010 $z9783031254550 024 7 $a10.1007/978-3-031-25456-7 035 $a(MiAaPQ)EBC30552992 035 $a(Au-PeEL)EBL30552992 035 $a(OCoLC)1380995293 035 $a(DE-He213)978-3-031-25456-7 035 $a(BIP)086687952 035 $a(PPN)270618481 035 $a(CKB)26784486000041 035 $a(EXLCZ)9926784486000041 100 $a20230526d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aArtificial Intelligence and Machine Learning in the Travel Industry $eSimplifying Complex Decision Making /$fedited by Ben Vinod 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Palgrave Macmillan,$d2023. 215 $a1 online resource (182 pages) 311 08$aPrint version: Vinod, Ben Artificial Intelligence and Machine Learning in the Travel Industry Cham : Palgrave Macmillan,c2023 9783031254550 327 $a1. 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. 330 $aOver the past decade, Artificial Intelligence has proved invaluable in a range of industry verticals such as automotive and assembly, life sciences, retail, oil and gas, and travel. The leading sectors adopting AI rapidly are Financial Services, Automotive and Assembly, High Tech and Telecommunications. Travel has been slow in adoption, but the opportunity for generating incremental value by leveraging AI to augment traditional analytics driven solutions is extremely high. The contributions in this book, originally published as a special issue for the Journal of Revenue and Pricing Management, showcase the breadth and scope of the technological advances that have the potential to transform the travel experience, as well as the individuals who are already putting them into practice. Ben Vinod is a co-founder of Charter and Go, a dynamic offer, order management, and dispatch solution for air charter operators. He served as vice president of pricing, yield management, and reservations inventory control at American Airlines Decision Technologies (1993?1999) and was senior vice president and chief scientist at Sabre (2008?2020), focused on innovation and thought leadership in pioneering advanced solutions across the travel value chain for travel suppliers and intermediaries. He has published over 50 articles in academic and trade journals, is a member of AGIFORS, and serves on the editorial board of the Journal of Revenue and Pricing Management. . 606 $aTechnological innovations 606 $aTourism 606 $aManagement 606 $aInnovation and Technology Management 606 $aTourism Management 610 $aGeography 610 $aScience 615 0$aTechnological innovations. 615 0$aTourism. 615 0$aManagement. 615 14$aInnovation and Technology Management. 615 24$aTourism Management. 676 $a338.4791028563 676 $a338.4791028563 700 $aVinod$b Ben$0846436 702 $aVinod$b Ben$4edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910741153803321 996 $aArtificial Intelligence and Machine Learning in the Travel Industry$93554539 997 $aUNINA