Learning dynamic prices in electronic retail markets with customer segmentation
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DOI: 10.1007/s10479-006-7372-3
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- Ehtamo, Harri & Berg, Kimmo & Kitti, Mitri, 2010. "An adjustment scheme for nonlinear pricing problem with two buyers," European Journal of Operational Research, Elsevier, vol. 201(1), pages 259-266, February.
- Tanut Treetanthiploet & Yufei Zhang & Lukasz Szpruch & Isaac Bowers-Barnard & Henrietta Ridley & James Hickey & Chris Pearce, 2023. "Insurance pricing on price comparison websites via reinforcement learning," Papers 2308.06935, arXiv.org.
- Yiting Xing & Ling Li & Zhuming Bi & Marzena Wilamowska‐Korsak & Li Zhang, 2013. "Operations Research (OR) in Service Industries: A Comprehensive Review," Systems Research and Behavioral Science, Wiley Blackwell, vol. 30(3), pages 300-353, May.
- Kimmo Berg & Harri Ehtamo, 2009. "Learning in nonlinear pricing with unknown utility functions," Annals of Operations Research, Springer, vol. 172(1), pages 375-392, November.
- Jian Wang & Murtaza Das & Stephen Tappert, 2021. "Applying reinforcement learning to estimating apartment reference rents," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 20(3), pages 330-343, June.
- Hui Yuan & Wei Xu & Qian Li & Raymond Lau, 2018. "Topic sentiment mining for sales performance prediction in e-commerce," Annals of Operations Research, Springer, vol. 270(1), pages 553-576, November.
- Lei, Zengxiang & Ukkusuri, Satish V., 2023. "Scalable reinforcement learning approaches for dynamic pricing in ride-hailing systems," Transportation Research Part B: Methodological, Elsevier, vol. 178(C).
- Rana, Rupal & Oliveira, Fernando S., 2014. "Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning," Omega, Elsevier, vol. 47(C), pages 116-126.
- Ying Liu & Hong Li & Geng Peng & Benfu Lv & Chong Zhang, 2015. "Online purchaser segmentation and promotion strategy selection: evidence from Chinese E-commerce market," Annals of Operations Research, Springer, vol. 233(1), pages 263-279, October.
- Mehrbakhsh Nilashi & Abbas Mardani & Huchang Liao & Hossein Ahmadi & Azizah Abdul Manaf & Wafa Almukadi, 2019. "A Hybrid Method with TOPSIS and Machine Learning Techniques for Sustainable Development of Green Hotels Considering Online Reviews," Sustainability, MDPI, vol. 11(21), pages 1-21, October.
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Keywords
Electronic retail market; Dynamic pricing; Customer segmentation; Captives; Shoppers; Volume discounts; Inventory replenishment; Markov decision process; Reinforcement learning; Q-learning;All these keywords.
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