An airline finds that 5% of the persons making reservations on a certain flight will not show up for the flight. If the airline sells 110 tickets for a flight that has only 105 seats, what is the probability that a seat will be available for every person holding a reservation and planning to fly?

Is this a possion distribution question? I'm having hard time how to start it...