TRAVEL INVENTORY DEMAND MODELING

摘要

Systems, methods, and computer program products for analyzing a database system that manages production travel objects. A plurality of records is retrieved from a database of an electronic ticket server. Each record includes at least one travel object segment and a value object. The travel segment object of each record is analyzed to determine at least one geographical identification object for each record. A geographical identification object correlated value object is computed based on the value object for each record. A demand model is generated in a memory based at least in part on the geographical identification object and the geographical identification object correlated value object of each record. Booking demand is modeled for production travel objects managed by the database system for a range of simulation days with the demand model.

主权项

1. A system for modeling booking demand for production travel inventory items managed by an inventory system, the system comprising:
at least one processor; and a memory coupled with the at least one processor, the memory comprising:
a data structure stored thereon and configured to store a demand model; andprogram code stored thereon and configured to be executed by the at least one processor to cause the at least one processor to:
retrieve a plurality of ticket records from a ticket database of an electronic ticket server, each ticket record of the plurality including at least one travel segment and a ticket price;analyze the at least one travel segment of each ticket record to determine at least one origin and destination (O&D) pair for each ticket record;compute an O&D price for each of the at least one O&D pair of each ticket record based at least in part on the ticket price of the ticket record;generate the demand model in a data structure of the memory based at least in part on the at least one O&D pair and the O&D price of each O&D pair of each ticket record; andmodeling, with the at least one processor, booking demand for the travel inventory items for a range of simulation days with the demand model.