Simulated Flight Seat Interaction Data
收藏arXiv2025-09-30 收录
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https://github.com/deepair-io/flai
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资源简介:
该数据集包含了购买单程机票后选择航班座位的模拟互动数据,这些数据是通过基于非齐次泊松过程的模拟器生成的。客户到达情况是利用多项式逻辑斯蒂选择模型进行模拟的,该数据集被用于评估买方网络在预测价格敏感性方面的表现。数据规模涵盖了8个长途航班和2个短途航班,其价格价值各不相同。任务是基于价格敏感性进行航班座位选择。
This dataset contains simulated interactive data of flight seat selection after purchasing one-way airline tickets, which was generated by a simulator based on the non-homogeneous Poisson process. Customer arrival scenarios were simulated using the multinomial logit choice model. This dataset is utilized to evaluate the performance of buyer networks in predicting price sensitivity. It includes 8 long-haul flights and 2 short-haul flights, each with distinct price values. The task is flight seat selection based on price sensitivity.
提供机构:
Open-sourced flai simulator



