DATA WAREHOUSE FOR MINING SEARCH QUERY LOGS

摘要

Systems, methods, and computer program products for mining search query logs. A data warehousing system includes a query database that stores data relating to search queries, a reservation history database that stores data relating to booked products, and a data warehousing application that extracts and processes the search query and booking data from the query and reservation history databases to produce statistical data. The data warehousing application generates historical query, booking, and specific flight booking pickup curves based on the extracted statistical data. A weighted average of the historical query and booking pickup curves is determined that provides a best fit with the flight specific pickup curve. A weighting factor that produced the best fit is then used to forecast demand for future flights.