Taxi ride scheduling and pricing using historical data

Taxis often bring people to airports and drive back to their area of operation without a passenger. This is considered as a gap in a taxi driver's schedule and could be filled up by giving customers extra incentive to book a taxi ride by asking a reduced price. A reduced price is justified when the costs of when the rides are combined is lower...