DATA WAREHOUSE FOR MINING SEARCH QUERY LOGS

DATA WAREHOUSE FOR MINING SEARCH QUERY LOGS

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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Acuna Agost Rodrigo Alejandro, Lardeux Benoit
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung: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.